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Vocaloid
DeveloperYamaha Corporation
Initial releaseJanuary 15, 2004; 21 years ago (2004-01-15)
Stable release
Vocaloid 6 / October 13, 2022; 3 years ago (2022-10-13)
Operating systemMicrosoft Windows
macOS
iOS (Mobile Vocaloid Editor, Japan only)
Available inJapanese, English, Korean, Spanish, Chinese, Catalan
TypeVoice synthesizer software
LicenseProprietary
Websitewww.vocaloid.com/en/

Vocaloid (ボーカロイド, Bōkaroido) is a singing voice synthesizer software product. Its signal processing part was developed through a joint research project between Yamaha Corporation and the Music Technology Group at Pompeu Fabra University, Barcelona.[1] The software was ultimately developed into the commercial product "Vocaloid" that was released in 2004.[2][3]

The software enables users to synthesize "singing" by typing in lyrics and melody and also "speech" by typing in the script of the required words. It uses synthesizing technology with specially recorded vocals of voice actors or singers. To create a song, the user must input the melody and lyrics. A piano roll type interface is used to input the melody and the lyrics can be entered on each note. The software can change the stress of the pronunciations, add effects such as vibrato, or change the dynamics and tone of the voice.

Various voice banks have been released for use with the Vocaloid synthesizer technology.[4] Each is sold as "a singer in a box" designed to act as a replacement for an actual singer.[5] As such, they are often released under a moe anthropomorph avatar, however, there are also voice banks released without an assigned avatar. These avatars are also referred to as Vocaloids, and are often marketed as virtual idols; some have gone on to perform at live concerts as an on-stage projection.[6]

The software was originally only available in English starting with the first Vocaloids Leon, Lola and Miriam by Zero-G, and Japanese with Meiko and Kaito made by Yamaha and sold by Crypton Future Media. Vocaloid 3 has added support for Spanish for the Vocaloids Bruno, Clara and Maika; Chinese for Luo Tianyi, Yuezheng Ling, Xin Hua and Yanhe; and Korean for SeeU.

The software is intended for professional musicians as well as casual computer music users.[7] Japanese musical groups such as Livetune of Toy's Factory and Supercell of Sony Music Entertainment Japan have released their songs featuring Vocaloid as vocals. Japanese record label Exit Tunes of Quake Inc. also have released compilation albums featuring Vocaloids.[8][9]

Technology

[edit]
Voice model developed before the Vocaloid, excitation plus resonances (EpR) model,[10] is a combination of: The model was developed in 2001 as a source-filter model for voice synthesis,[11] but was only implemented on top of the concatenative synthesis model in the final product[citation needed] as a method of avoiding spectral shape discontinuities at the segment boundaries of concatenation.[12]
(based on Fig.1 on Bonada et al. 2001)

Vocaloid's singing synthesis [ja] technology is generally categorized into the concatenative synthesis[13][14] in the frequency domain, which splices and processes the vocal fragments extracted from human singing voices, in the forms of time-frequency representation. The Vocaloid system can produce the realistic voices by adding vocal expressions like the vibrato on the score information.[15] Initially, Vocaloid's synthesis technology was called "frequency-domain singing articulation splicing and shaping" (周波数ドメイン歌唱アーティキュレーション接続法, shūhasū-domein kashō ātikyurēshon setsuzoku-hō) on the release of Vocaloid in 2004,[16] although this name is no longer used since the release of Vocaloid 2 in 2007.[17] "Singing articulation" is explained as "vocal expressions" such as vibrato and vocal fragments necessary for singing. The Vocaloid and Vocaloid 2 synthesis engines are designed for singing, not reading text aloud,[18] though software such as Vocaloid-flex and Voiceroid have been developed for that. They cannot naturally replicate singing expressions like hoarse voices or shouts.[19]

System architecture

[edit]
Vocaloid system diagram
(based on Fig.1 on Kenmochi, Ohshima & , Interspeech 2007)

The main parts of the Vocaloid 2 system are the score editor (Vocaloid 2 editor), the singer library, and the synthesis engine. The synthesis engine receives score information from the score editor, selects appropriate samples from the singer library, and concatenates them to output synthesized voices.[3] There is basically no difference in the score editor and the synthesis engine provided by Yamaha among different Vocaloid 2 products. If a Vocaloid 2 product is already installed, the user can enable another Vocaloid 2 product by adding its library. The system supports three languages, Japanese, Korean, and English, although other languages may be optional in the future.[2] It works standalone (playback and export to WAV) and as a ReWire application or a Virtual Studio Technology instrument (VSTi) accessible from a digital audio workstation (DAW).

Score Editor

[edit]
Score editor (example)
Song example: "Sakura Sakura"

The score editor is a piano roll-style editor to input notes, lyrics, and some expressions. When entering lyrics, the editor automatically converts them into Vocaloid phonetic symbols using the built-in pronunciation dictionary.[3] The user can directly edit the phonetic symbols of unregistered words.[14] The score editor offers various parameters to add expressions to singing voices. The user is supposed to optimize these parameters that best fit the synthesized tune when creating voices.[13] This editor supports ReWire and can be synchronized with DAW. Real-time "playback" of songs with predefined lyrics using a MIDI keyboard is also supported.[3]

Singer library

[edit]

Each Vocaloid license develops the singer library, or a database of vocal fragments sampled from real people. The database must have all possible combinations of phonemes of the target language, including diphones (a chain of two different phonemes) and sustained vowels, as well as polyphones with more than two phonemes if necessary.[3] For example, the voice corresponding to the word "sing" ([sIN]) can be synthesized by concatenating the sequence of diphones "#-s, s-I, I-N, N-#" (# indicating a voiceless phoneme) with the sustained vowel ī.[18] The Vocaloid system changes the pitch of these fragments so that it fits the melody. In order to get more natural sounds, three or four different pitch ranges are required to be stored into the library.[20][21] Japanese requires 500 diphones per pitch, whereas English requires 2,500.[18] Japanese has fewer diphones because it has fewer phonemes and most syllabic sounds are open syllables ending in a vowel. In Japanese, there are three patterns of diphones containing a consonant: voiceless-consonant, vowel-consonant, and consonant-vowel. On the other hand, English has many closed syllables ending in a consonant, and consonant-consonant and consonant-voiceless diphones as well. Thus, more diphones need to be recorded into an English library than into a Japanese one. Due to this linguistic difference, a Japanese library is not suitable for singing in eloquent English.[citation needed]

Synthesis engine

[edit]
Vocaloid synthesis engine[22]

The synthesis engine receives score information contained in dedicated MIDI messages called Vocaloid MIDI sent by the score editor, adjusts pitch and timbre of the selected samples in frequency domain, and splices them to synthesize singing voices.[3] When Vocaloid runs as VSTi accessible from DAW, the bundled VST plug-in bypasses the score editor and directly sends these messages to the synthesis engine.[14]

Pitch conversion
Since the samples are recorded in different pitches, pitch conversion is required when concatenating the samples.[3] The engine calculates a desired pitch from the notes, attack time, and vibrato parameters, and then selects the necessary samples from the library.[14]
Timing adjustment
In singing voices, the consonant onset of a syllable is uttered before the vowel onset is uttered. The starting position of a note ("note-on") must be the same as that of the vowel onset, not the start of the syllable. Vocaloid keeps the "synthesized score" in memory to adjust sample timing so that the vowel onset should be strictly on the "note-on" position.[14] No timing adjustment would result in delay.
Sample concatenation
Spectral envelope interpolation between samples
Spectral peak processing for timbre manipulation (based on Fig.3 on Bonada & Loscos 2003)
When concatenating the processed samples, discontinuities are reduced by spreading the phase between samples via phase correction and estimating spectral shape using a source-filter model called the excitation plus resonances model.[3]
Timbre manipulation
The engine smooths the timbre around the junction of the samples. The timbre of a sustained vowel is generated by interpolating spectral envelopes of the surrounding samples. For example, when concatenating a sequence of diphones "s-e, e, e-t" of the English word "set", the spectral envelope of a sustained ē at each frame is generated by interpolating ē in the end of "s-e" and ē in the beginning of "e-t".[3]
Transforms
After pitch conversion and timbre manipulation, the engine does transforms such as inverse fast Fourier transforms to output synthesized voices.[3]

Software history

[edit]
Screenshot of the software interface for Vocaloid
"Freely Tomorrow" by Mitchie M.,
a song with vocals provided by the Vocaloid character Hatsune Miku.

Vocaloid

[edit]

Yamaha started development of Vocaloid in March 2000[18] and announced it for the first time at the German fair Musikmesse on March 5–9, 2003.[23] It was created under the name "Daisy", in reference to the song "Daisy Bell", but for copyright reasons this name was dropped in favor of "Vocaloid".[24]

Vocaloid 2

[edit]

Vocaloid 2 was announced in 2007. Unlike the first engine, Vocaloid 2 based its results on vocal samples, rather than analysis of the human voice.[25] The synthesis engine and the user interface were completely revamped, with Japanese Vocaloids possessing a Japanese interface.[13]

Vocaloid 3

[edit]

Vocaloid 3 launched on October 21, 2011, along with several products in Japanese, the first of its kind. Several studios updated their Vocaloid 2 products for use with the new engine with improved voice samples.[26]

Vocaloid 4

[edit]

In October 2014, the first product confirmed for the Vocaloid 4 engine was the English vocal Ruby, whose release was delayed so she could be released on the newer engine. In 2015, several V4 versions of Vocaloids were released.[27] The Vocaloid 5 engine was then announced soon afterwards.

Vocaloid 5

[edit]

Vocaloid 5 was released on July 12, 2018,[28] with an overhauled user interface and substantial engine improvements. The product is only available as a bundle; the standard version includes four voices and the premium version includes eight.[29] This is the first time since Vocaloid 2 that a Vocaloid engine has been sold with vocals, as they were previously sold separately starting with Vocaloid 3.

Vocaloid 6

[edit]

Vocaloid 6 was released on October 13, 2022, with support for previous voices from Vocaloid 3 and later, and a new line of Vocaloid voices on their own engine within Vocaloid 6 known as Vocaloid:AI. The product is only sold as a bundle, and the standard version includes the 4 voices included with Vocaloid 5, as well as 4 new voices from the Vocaloid:AI line. Vocaloid 6's AI voicebanks support English and Japanese by default, though Yamaha announced they intended to add support for Chinese. Vocaloid 6 also includes a feature where a user can import audio of themselves singing and have Vocaloid:AI recreate that audio with one of its vocals.[30]

Derivative products

[edit]

Software

[edit]
HRP-4C cosplaying as Gumi, a mascot of Megpoid, at CEATEC JAPAN 2009
Vocaloid-flex
Yamaha developed Vocaloid-flex, a software application which contained a speech synthesizer. According to the official announcement, users could edit its phonological system more delicately than those of other Vocaloid series to get closer to the actual speech-language; for example, it enabled final devoicing, unvoicing vowel sounds, or weakening/strengthening consonant sounds.[31] It was used in a video game Metal Gear Solid: Peace Walker released on April 28, 2010. It was mainly a corporate product with a consumer version never seeing a full release.[32] This software was also used for the robot model HRP-4C at CEATEC Japan 2009.[33] Gachapoid was the only commercially released software that had access to this engine under the name of V-Talk. Users could use the software for six months, free of charge from the date of installation before its retirement on February 13, 2015.[34]
VocaListener
Another Vocaloid tool that was developed was VocaListener, a software package that allows for realistic Vocaloid songs to be produced by analyzing an audio recording of a singing performance (a cappella) and imitating it to generate Vocaloid singing parameters automatically.[35]
MikuMikuDance
To aid in the production of 3D Vocaloid animations, the program MikuMikuDance was developed. This freeware allowed a boom in the birth of fan-made and derivative characters, as well as a boost in the promotions of Vocaloid songs.[36] MikuMikuDance's developer went on a hiatus in May 2011 (initially announced as a retirement from development),[37] but started updating the software again in June 2013.
NetVocaloid
NetVocaloid was an online vocal synthesis service. Users could synthesize singing voices on a device connected to the Internet by executing the Vocaloid engine on the server. This service could be used even if the user did not own the Vocaloid software. The service was available in both English and Japanese.[38] However, as of April 2012, the service was no longer being offered on Yamaha's website.
MMDAgent
MMDAgent is a software developed by the International Voice Engineering Institute in the Nagoya Institute of Technology,[39] and the Alpha version was released on December 25, 2010.[40] This particular software allows users to interact with 3D models of the Vocaloid mascots. The software is made from 3D models and sound files that have already been made available on the internet and will be disputed as freeware for that reason.[41]
Vocaloid Editor for Cubase
This particular version of Vocaloid is built solely for Cubase. It features no additional voices but will use any voice from Vocaloid 2 and Vocaloid 3 and acts as a plugin for the Cubase software. The result is that this version is compatible with most functions of Cubase 6.5 and can use its tools such as buses, filters and mixers without worrying about complications.[42]
Vocaloid β-STUDIO
β-STUDIO is described by Yamaha as an open-beta to encourage producers to seek the future of singing voice synthesis. It is a limited service software, with service planned to end March 31st, 2024.[43] The software uses AI capability to enhance the quality and ease of use of software for users. The first voicebanks announced were ports of the UTAU voicebanks Gekiyaku and Kazehiki.
VocaloWitter
VocaloWitter
DeveloperYamaha Corporation
Available inJapanese
TypeVoice Synthesizer Software
LicenseProprietary
Websitewww.vocaloid.com Edit this on Wikidata
Originally introduced as "i-Vocaloid", this is a mobile app version of the Vocaloid software with Vocaloid2 technology and was released for the iPhone. Yamaha announced a version of the Vocaloid software for the iPhone and iPad, which exhibited at the Y2 Autumn 2010 Digital Content Expo in Japan.[44][45]
VocaloWitter products
  • VY1, a Japanese feminine vocal. This was first announced in December 2010, VY1 was released in an adapted version of the Vocaloid software "iVOCALOID" for the iPad and iPhone as "VY1t".[46]
  • VY2, a Japanese masculine vocal, was due for release. VY2's version would have adjusted the VY1 version for compatibility and performance reasons. However, it has never been released.[47]
  • Aoki Lapis was added to this software in December 2012. This is a Japanese female vocal.[48] This particular version of the VocaloWitter app took first place out of all paid-for apps on the iTunes store on 11 September 2013.[49]
iVocaloid
iVocaloid
Available inJapanese
TypeVoice synthesizer Apps
LicenseProprietary
Websitehttps://www.vocaloid.com/mveditor/
This was a more advanced version of the VocaloWitter app and was for the iPhone and iPad, it was based on the Vocaloid2 and Vocaloid3 engine. It was originally released alongside the iOS version of Vocaloid called "i-Vocaloid" (later renamed VocaloWitter) and was released using a version of the Vocaloid 2 software. It contains many of the same functions as Vocaloid 2 software although some functions are absent. It was released at a much lower price than the full Vocaloid 2 software, offering a cheap alternative to buying the PC version. However, it is only available in Japanese and requires a Japanese chip to install. In August 2014, it was upgraded, enabling users to download the update. The update allowed access to the Vocaloid Net Cloud storage service. For the first time, users could exchange VSQX files with Vocaloid 3 or the Vocaloid 3 Neo version. Using Vocaloid Net gave users free access to a standard song writing service for the first time.[50]
iVocaloid products
  • VY1: A feminine vocal released for the software. This was the first vocal sold.[51]
  • VY2: In October 2011, VY2 was made available, this is a masculine vocal.[52]
  • Aoki Lapis: Lapis was added in November 2012, she is a female vocal.[53]
  • Merli: Merli was added August 2014, she is a female vocal.[54]
Unity with Vocaloid
Originally introduced under the name "Vocaloid for Unity", this is a version of the Vocaloid engine for the Unity game engine.
Mobile Vocaloid Editor
Mobile Vocaloid Editor
DeveloperYamaha Corporation
Available inJapanese, English
TypeVocal Synthesizer Apps
LicenseProprietary
Websitehttps://www.vocaloid.com/mveditor/
Mobile Vocaloid Editor is an iPad and iPhone version of the Vocaloid 4 (until 2025) or Vocaloid 6 (since 2025) engine. It comes with VY1 "Lite" as standard and demo songs are bundled with the app. The app offers "DYN", "PIT" and "VIB" and handles 16 tracks of data. It can do 999 bars of music, but, in comparison to the full Vocaloid 4 editor, cannot do "growl" or "cross-synthesis".[55][56] The input entries of the app differ from the normal Vocaloid 4 method of importing data. Most functions can be used with one or two fingers and it is possible to draw parameter lines with a single finger. Compared also to iVocaloid, it can achieve the full C2~G8 range of notes. Despite the inclusion of English vocals, it had no English interface and was sold only in Japan until October 2025.
Mobile Vocaloid Editor products

The following products are able to be purchased;

  • VY1: The full version of the Japanese feminine VY1 vocal.
  • ZOLA Project: Yuu, Wil and Kyo are 3 male vocals, each are sold separately.
  • Aoki Lapis: Japanese female vocal.
  • Merli: Japanese female vocal.
  • Mew: Japanese female vocal.
  • Galaco: Japanese female vocal, she comes with two versions "red" and "blue" both are sold separately.
  • Cyber Diva: English female vocal.
  • Yuzuki Yukari:[57] Japanese female vocal, has 3 versions "Jun", "Onn" and "Lin" which are each sold separately.
  • Sachiko: Japanese female vocal.
  • Megpoid:[58] Female vocal, has two vocals "Native" which is a Japanese vocal and "English" both are sold separately.
  • Unity-Chan: Japanese female vocal.[59]

Hardware

[edit]
Vocaloid-Board
Vocaloid is set to become a hardware version called Vocaloid-Board.[60]
eVocaloid
This is a LSI sound generator that uses the voice of VY1 (version dubbed "eVY1") and can be used for mobile devices and unlike the software version of Vocaloid, works in real-time computing.[61] One such device confirmed to contain an eVocaloid chip is the Pocket Miku device.[62]
Vocaloid Keyboard
This is a keytar which has Vocaloid voices loaded into it.
Anizon VOCALOOP

Marketing

[edit]

Though developed by Yamaha, the marketing of each Vocaloid is left to the respective studios. Yamaha themselves do maintain a degree of promotional efforts in the actual Vocaloid software, as seen when the humanoid robot model HRP-4C of the National Institute of Advanced Industrial Science and Technology (AIST) was set up to react to three Vocaloids—Hatsune Miku, Megpoid and Crypton's noncommercial Vocaloid software "CV-4Cβ"—as part of promotions for both Yamaha and AIST at CEATEC in 2009.[63][64] The prototype voice CV-4Cβ was created by sampling a Japanese voice actress, Eriko Nakamura.[65]

Japanese magazines such as DTM magazine are responsible for the promotion and introduction for many of the Japanese Vocaloids to Japanese Vocaloid fans. It has featured Vocaloids such as Hatsune Miku, Kagamine Rin and Len, and Megurine Luka, printing some sketches by artist Kei Garou and reporting the latest Vocaloid news. Thirty-day trial versions of Miriam, Lily and Iroha have also contributed to the marketing success of those particular voices. After the success of SF-A2 Miki's CD album, other Vocaloids such as VY1 and Iroha have also used promotional CDs as a marketing approach to selling their software. When Amazon MP3 in Japan opened on November 9, 2010, Vocaloid albums were featured as its free-of-charge contents.[66][67]

Crypton has been involved with the marketing of their Character Vocal Series, particularly Hatsune Miku, has been actively involved in the GT300 class of the Super GT since 2008 with the support of Good Smile Racing (a branch of Good Smile Company, mainly in charge of car-related products, especially itasha (cars featuring illustrations of anime-styled characters) stickers). Although Good Smile Company was not the first to bring the anime and manga culture to Super GT, it departs from others by featuring itasha directly rather than colorings onto vehicles.

Since the 2008 season, three different teams received their sponsorship under Good Smile Racing, and turned their cars to Vocaloid-related artwork:

As well as involvements with the GT series, Crypton also established the website Piapro.[73] A number of games starting from Hatsune Miku: Project DIVA were produced by Sega under license using Hatsune Miku and other Crypton Vocaloids, as well as "fan made" Vocaloids. Later, a mobile phone game called Hatsune Miku Vocalo x Live was produced by Japanese mobile social gaming website Gree.[74] TinierMe Gacha also made attire that looks like Miku for their services, allowing users to make their avatar resemble the Crypton Vocaloids.[75][76]

Two unofficial manga were also produced for the series, Maker Unofficial: Hatsune Mix being the most well known of the two, which was released by Jive in their Comic Rush magazine; this series is drawn by Vocaloid artist Kei Garou. The series features the Crypton Vocaloids in various scenarios, a different one each week. The series focuses on the Crypton Vocaloids, although Internet Co., Ltd.'s Gackpoid Vocaloid makes a guest appearance in two chapters. The series also saw guest cameos of Vocaloid variants such as Hachune Miku, Yowane Haku, Akita Neru and the Utauloid Kasane Teto. The series comprises the original 28 chapters serialized in Comic Rush and a collection of the first 10 chapters in a single tankōbon volume.[77] A manga was produced for Lily by Kei Garou, who also drew the mascot.[78][79] An anime music video titled "Schwarzgazer", which shows the world where Lily is,[80] was produced and it was released with the album anim.o.v.e 02, however the song is sung by Move, not by Vocaloids. A yonkoma manga based on Hatsune Miku and drawn by Kentaro Hayashi, Shūkan Hajimete no Hatsune Miku!, began serialization in Weekly Young Jump on September 2, 2010.[81] Hatsune Miku appeared in Weekly Playboy magazine.[82] However, Crypton Future Media confirmed they will not be producing an anime based on their Vocaloids as it would limit the creativity of their user base, preferring to let their user base to have freedom to create PV's without restrictions.[83]

Initially, Crypton Future Media were the only studio that was allowed the license of figurines to be produced for their Vocaloids. A number of figurines and plush dolls were also released under license to Max Factory and the Good Smile Company of Crypton's Vocaloids. Among these figures were also Figma models of the entire "Character Vocal Series" mascots as well as Nendoroid figures of various Crypton Vocaloids and variants. Pullip versions of Hatsune Miku, Kagamine Len and Rin have also been produced for release in April 2011; other Vocaloid dolls have since been announced from the Pullip doll line.[84][85] As part of promotions for Vocaloid Lily, license for a figurine was given to Phat Company and Lily became the first non-Crypton Vocaloid to receive a figurine.[86]

With regard to the English Vocaloid studios, Power FX's Sweet Ann was given her own MySpace page and Sonika her own Twitter account. In comparison to Japanese studios, Zero-G and PowerFX maintain a high level of contact with their fans. Zero-G in particular encourages fan feed back and, after adopting Sonika as a mascot for their studio, has run two competitions related to her.[87][88] There was also talk from PowerFX of redoing their Sweet Ann box art and a competition would be included as part of the redesign.[89] The Vocaloid Lily also had a competition held during her trial period.[90] English Vocaloids have not sold enough to warrant extras, such as seen with Crypton's Miku Append. However, it has been confirmed if the English Vocaloids become more popular, then Appends would be an option in the future. Crypton plans to start an electronic magazine for English readers at the end of 2010 in order to encourage the growth of the English Vocaloid fanbase. Extracts of PowerFX's Sweet Ann and Big Al were included in Soundation Studio in their Christmas loops and sound release with a competition included.[91]

Crypton and Toyota began working together to promote the launch of the 2011 Toyota Corolla using Hatsune Miku to promote the car. The launch of the car also marked the start of Miku's debut in the US alongside it.[92] Crypton had always sold Hatsune Miku as a virtual instrument, but they decided to ask their own fanbase in Japan if it was okay with them to market her to the United States as a virtual singer instead.[93]

Promotional events

[edit]

The largest promotional event for Vocaloids is "The Voc@loid M@ster" (Vom@s) convention held four times a year in Tokyo or the neighboring Kanagawa Prefecture. The event brings producers and illustrators involved with the production of Vocaloid art and music together so they can sell their work to others. The original event was held in 2007 with 48 groups, or "circles", given permission to host stalls at the event for the selling of their goods. The event soon gained popularity and at the 14th event, nearly 500 groups had been chosen to have stalls. Additionally, Japanese companies involved with production of the software also have stalls at the events.[94][95] The very first live concert related to Vocaloid was held in 2004 with the Vocaloid Miriam in Russia.[96]

Vocaloids have also been promoted at events such as the NAMM show and the Musikmesse fair. In fact, it was the promotion of Zero-G's Lola and Leon at the NAMM trade show that would later introduce PowerFX to the Vocaloid program.[89] These events have also become an opportunity for announcing new Vocaloids with Prima being announced at the NAMM event in 2007 and Tonio having been announced at the NAMM event in 2009.[97] A customized, Chinese version of Sonika was released at the Fancy Frontier Develop Animation Festival, as well as with promotional versions with stickers and posters. Sanrio held a booth at Comiket 78 featuring the voice of an unreleased Vocaloid. AH-Software in cooperation with Sanrio shared a booth and the event was used to advertise both the Hello Kitty game and AH-Software's new Vocaloid.[98] At the Nico Nico Douga Daikaigi 2010 Summer: Egao no Chikara event, Internet Co., Ltd. announced their latest Vocaloid "Gachapoid" based on popular children's character Gachapin.

Originally, Hiroyuki Ito—President of Crypton Future Media—claimed that Hatsune Miku was not a virtual idol but a kind of the Virtual Studio Technology instrument.[99] However, Hatsune Miku performed her first "live" concert like a virtual idol on a projection screen during Animelo Summer Live at the Saitama Super Arena on August 22, 2009.[100][101] At the "MikuFes '09 (Summer)" event on August 31, 2009, her image was screened by rear projection on a mostly-transparent screen.[102] Miku also performed her first overseas live concert on November 21, 2009, during Anime Festival Asia (AFA) in Singapore.[103][104] On March 9, 2010, Miku's first solo live performance titled "Miku no Hi Kanshasai 39's Giving Day" was opened at the Zepp Tokyo in Odaiba, Tokyo.[105][106] The tour was run as part of promotions for Sega's Hatsune Miku: Project Diva video game in March 2010.[107] The success and possibility of these tours is owed to the popularity of Hatsune Miku and so far Crypton is the only studio to have established a world tour of their Vocaloids.

Later, the CEO of Crypton Future Media appeared in San Francisco at the start of the San Francisco tour where the first Hatsune Miku concert was hosted in North America on September 18, 2010, featuring songs provided by the Miku software voice.[108][109] A second screening of the concert was on October 11, 2010, in the San Francisco Viz Cinema. A screening of the concert was also shown in New York City in the city's anime festival.[110] Hiroyuki Ito, and planner/producer, Wataru Sasaki, who were responsible for Miku's creation, attended an event on October 8, 2010, at the festival.[111][112] Videos of her performance are due to be released worldwide.[113] Megpoid and Gackpoid were also featured in the 2010 King Run Anison Red and White concert. This event also used the same projector method to display Megpoid and Gackpoid on a large screen. Their appearance at the concert was done as a one-time event and both Vocaloids were featured singing a song originally sung by their respective voice provider.[114]

The next live concert was set for Tokyo on March 9, 2011.[115] Other events included the Vocarock Festival 2011 on January 11, 2011, and the Vocaloid Festa which was held on February 12, 2011.[116][117][118] The Vocaloid Festa had also hosted a competition officially endorsed by Pixiv, with the winner seeing their creation unveiled at Vocafes2 on May 29, 2011.[119] The first Vocaloid concert in North America was held in Los Angeles on July 2, 2011, at the Nokia Theater during Anime Expo; the concert was identical to the March 9, 2010 event except for a few improvements and new songs.[120] Another concert was held in Sapporo on August 16 and 17, 2011. Hatsune Miku also had a concert in Singapore on November 11, 2011. Since then, there have been multiple concerts every year featuring Miku in various concert series, such as Magical Mirai, and Miku Expo.

Cultural impact

[edit]

The software became very popular in Japan upon the release of Crypton Future Media's Hatsune Miku Vocaloid 2 software and her success has led to the popularity of the Vocaloid software in general.[121] Japanese video sharing website Niconico played a fundamental role in the recognition and popularity of the software. A user of Hatsune Miku and an illustrator released a much-viewed video, in which "Hachune Miku", a super deformed Miku, held a Welsh onion (Negi in Japanese), which resembles a leek, and sang the Finnish song "Ievan Polkka" like the flash animation "Loituma Girl", on Nico Nico Douga.[122] According to Crypton, they knew that users of Nico Nico Douga had started posting videos with songs created by the software before Hatsune Miku, but the video presented multifarious possibilities of applying the software in multimedia content creation—notably the dōjin culture.[123]

As the recognition and popularity of the software grew, Nico Nico Douga became a place for collaborative content creation. Popular original songs written by a user would generate illustrations, animation in 2D and 3D, and remixes by other users. Other creators would show their unfinished work and ask for ideas.[124] The software has also been used to tell stories using song and verse and the Story of Evil series has become so popular that a manga, six books, and two theatre works were produced by the series creator.[125][126] Another theater production based on "Cantarella", a song sung by Kaito and produced by Kurousa-P, was also set to hit the stage and will run Shibuya's Space Zero theater in Tokyo from August 3 to August 7, 2011.[127] The website has become so influential that studios often post demos on Nico Nico Douga, as well as other websites such as YouTube, as part of the promotional effort of their Vocaloid products. The important role Nico Nico Douga has played in promoting the Vocaloids also sparked interest in the software and Kentaro Miura, the artist of Gakupo's mascot design, had offered his services for free because of his love for the website.[128]

In September 2009, three figurines based on the derivative character "Hachune Miku" were launched in a rocket from the United States state of Nevada's Black Rock Desert, though it did not reach outer space.[129][130] In late November 2009, a petition was launched in order to get a custom made Hatsune Miku aluminum plate (8 cm x 12 cm, 3.1" x 4.7") made that would be used as a balancing weight for the Japanese Venus space probe Akatsuki.[131] Started by Hatsune Miku fan Sumio Morioka that goes by chodenzi-P, this project received the backing of Dr. Seiichi Sakamoto of the Japan Aerospace Exploration Agency (JAXA).[132] The website of the petition written in Japanese was translated into other languages such as English, Russian, Chinese and Korean, and, the petition exceeded the needed 10,000 signatures necessary to have the plates made on December 22, 2009.[133] On May 21, 2010, at 06:58:22 (JST), Akatsuki was launched on the rocket H-IIA 202 Flight 17 from the Japanese spaceport Tanegashima Space Center, having three plates depicting Hatsune Miku.[134][135]

The Vocaloid software has also had a great influence on the character Black Rock Shooter, which looks like Hatsune Miku but is not linked to her by design. The character was made famous by the song "Black Rock Shooter",[136] and a number of figurines have been made. An original video animation made by Ordet was streamed for free as part of a promotional campaign running from June 25 to August 31, 2010.[137] The virtual idols "Meaw" have also been released aimed at the Vocaloid culture. The twin Thai virtual idols released two singles, "Meaw Left ver." and "Meaw Right ver.", sung in Japanese.[138][139]

A cafe for one day only was opened in Tokyo based on Hatsune Miku on August 31, 2010.[140] A second event was arranged for all Japanese Vocaloids.[141] "Snow Miku" was also featured on an event as a part of the 62nd Sapporo Snow Festival in February 2011.[142] A Vocaloid-themed TV show on the Japanese Vocaloids called Vocalo Revolution began airing on Kyoto Broadcasting System on January 3, 2011.[143][144] The show is part of a bid to make the Vocaloid culture more widely accepted and features a mascot known as "Cul", also mascot of the "Cul Project".[145] The show's first success story is a joint collaboration between Vocalo Revolution and the school fashion line "Cecil McBee" Music x Fashion x Dance.[146][147] Piapro also held a competition with famous fashion brands with the winners seeing their Lolita-based designs reproduced for sale by the company Putumayo.[148] A radio station set up a 1-hour program containing nothing but Vocaloid-based music.[149]

The Vocaloid software had a great influence on the development of the freeware UTAU.[150] Several products were produced for the Macne series (Mac音シリーズ) for intended use for the programs Reason 4 and GarageBand. These products were sold by Act2 and by converting their file format, were able to also work with the UTAU program.[151] The program Maidloid, developed for the character Acme Iku (阿久女イク), was also developed, which works in a similar way to Vocaloid, except produces erotic sounds rather than an actual singing voice.[152] Other than Vocaloid, AH-Software also developed Tsukuyomi Ai and Shouta for the software Voiceroid, and the sale of their Vocaloids gave AH-Software the chance to promote Voiceroid at the same time. The software is aimed for speaking rather than singing. Both AH-Software's Vocaloids and Voiceroids went on sale on December 4, 2009.[153] Crypton Future Media has been reported to openly welcome these additional software developments as it expands the market for synthesized voices.

During the events of the 2011 Tōhoku earthquake and tsunami, a number of Vocaloid related donation drives were produced. Crypton Future Media joined several other companies in a donation drive, with money spent on the sales of music from Crypton Future Media's Karent label being donated to the Japanese Red Cross.[154] In addition, a special Nendoroid of Hatsune Miku, Nendoroid Hatsune Miku: Support ver., was announced with a donation of 1,000 yen per sale to the Japanese Red Cross.[155] In addition to the donation drives held by Crypton Future Media, AH-Software created the Voiceroid voicebank Tohoku Zunko to promote the recovery of the Tōhoku region and its culture.[156]

In 2012, Vocaloid was quoted as one of the contributors to a 10% increase in cosplay related services.[157] In 2013, the Vocaloid 3 software Oliver was used as the voice of Cartoon Hangover character PuppyCat from their web series Bee and PuppyCat.[158][159]

In 2017 a musical adaptation of the story of the Vocaloid song "The Daughter of Evil" (Part of Mothy's "Evillious Chronicles" collection) was announced. The musical was performed at the Owl Spot in Tokyo from June 4–11.[160][161] The musical latest re-run was March 13–17, 2024 at Kokumin Kyosai Coop Hall/Space Zero in Tokyo.[162][163]

In 2023, a Pokémon collaboration was announced and released. Named Project Voltage, it consists of art of Hatsune Miku as different Pokémon type trainers. The art was drawn by six different artists, some of which are prominent artists for the Pokémon Trading Card Game. After the release of all 18 Pokémon type artworks, songs by 18 different producers were released.[164]

Music

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Vocaloid Miriam Stockley
Thingymajigtus

Vocaloid music was originally considered as an internet underground culture, but with a decade of social change, it has become a popular musical genre.[165] Musicians who create songs using the Vocaloid software are called Vocaloid producers.[166]

The earliest use of Vocaloid-related software used prototypes of Kaito and Meiko and were featured on the album History of Logic System by Hideki Matsutake released on July 24, 2003, and sang the song "Ano Subarashii Ai o Mō Ichido". The first album to be released using a full commercial Vocaloid was A Place in the Sun, which used Leon's voice for the vocals singing in both Russian and English.[167] Miriam has also been featured in two albums, Light + Shade[168] and Continua.[169] Japanese progressive-electronic artist Susumu Hirasawa used the Lola Vocaloid in the original soundtrack of Paprika by Satoshi Kon.[170][171] The software's biggest asset is its ability to see continued usage even long after its initial release date. Leon was featured in the album 32bit Love by Muzehack and Lola in Operator's Manual by anaROBIK; both were featured in these albums six years after they were released.[172] Even early on in the software's history, the music making progress proved to be a valuable asset to the Vocaloid development as it not only opened up the possibilities of how the software may be applied in practice, but led to the creation of further Vocaloids to fill in the missing roles the software had yet to cover. The album A Place in the Sun was noted to have songs that were designed for a male voice with a rougher timbre than the Vocaloid Leon could provide; this later led to the development of Big Al to fulfill this particular role.[173]

Some of the most popular albums are on the Exit Tunes label, featuring the works of Vocaloid producers in Japan. One of the Vocaloid compilations, Exit Tunes Presents Vocalogenesis feat. Hatsune Miku, debuted at No. 1 on the Japanese weekly Oricon albums chart in May 2010, becoming the first Vocaloid album ever to top the charts.[174] The album sold 23,000 copies in its first week and eventually sold 86,000 copies. The following released album, Exit Tunes Presents Vocalonexus feat. Hatsune Miku, became the second Vocaloid album to top the weekly charts in January 2011.[175] Another album, Supercell, by the group Supercell[176] also features a number of songs using Vocaloids. Upon its release in North America, it became ranked as the second highest album on Amazon's bestselling MP3 album in the international category in the United States and topped the store's bestselling chart for world music on iTunes.[177]

Other albums, such as 19's Sound Factory's First Sound Story[178] and Livetune's Re:Repackage, and Re:Mikus[179][180] also feature Miku's voice. Other uses of Miku include the albums Sakura no Ame (桜ノ雨) by Absorb and Miku no Kanzume (みくのかんづめ) by OSTER-project. Kagamine Len and Rin's songs were covered by Asami Shimoda in the album Prism credited to "Kagamine Rin/Len feat. Asami Shimoda".[181] The compilation album Vocarock Collection 2 feat. Hatsune Miku was released by Farm Records on December 15, 2010,[182] and was later featured on the Cool Japan Music iPhone app in February 2011.[183] The record label Balloom became the first label to focus solely on Vocaloid-related works and their first release was Unhappy Refrain by the Vocaloid producer Wowaka.[184][185] Hatsune Miku's North American debut song "World is Mine" ranked at No. 7 in the iTunes world singles ranking in the week of its release.[186] Singer Gackt also challenged Gackpoid users to create a song, with the prize being 10 million yen, stating if the song was to his liking he would sing and include it in his next album.[187] The winning song "Episode 0" and runner up song "Paranoid Doll" were later released by Gackt on July 13, 2011.[188] In relation to the Good Smiling racing promotions that Crypton Future Media Vocaloids had played part in, the album Hatsune Miku GT Project Theme Song Collection was released in August 2011 as part of a collaboration.[189]

In the month prior to her release, SF-A2 Miki was featured in the album Vocaloids X'mas: Shiroi Yoru wa Seijaku o Mamotteru as part of her promotion. The album featured the Vocaloid singing Christmas songs.[190] Miki was also featured singing the introduction of the game Hello Kitty to Issho! Block Crash 123!!. A young female prototype used for the "project if..." series was used in Sound Horizon's musical work "Ido e Itaru Mori e Itaru Ido", labeled as the "prologue maxi". The prototype sang alongside Miku for their music and is known only by the name "Junger März_Prototype β".[191][192] For Yamaha's VY1 Vocaloid, an album featuring VY1 was created. The album was released with the deluxe version of the program. It includes various well-known producers from Nico Nico Douga and YouTube and includes covers of various popular and well-known Vocaloid songs using the VY1 product.[193] The first press edition of Nekomura Iroha was released with a CD containing her two sample songs "Tsubasa" and "Abbey Fly", and the install disc also contained VSQ files of the two songs for use with her program.[194] A number of Vocaloid related music, including songs starring Hatsune Miku, were featured in the arcade game Music Gun Gun! 2.[195] One of the rare singles with the English speaking Sonika, "Suburban Taxi", was released by Alexander Stein and the German label Volume0dB on March 11, 2010.[196]

To celebrate the release of the Vocaloid 3 software, a compilation album titled The Vocaloids was released. The CD contains 18 songs sung by Vocaloids released in Japan and contains a booklet with information about the Vocaloid characters.[197] Porter Robinson used the Vocaloid Avanna for his studio album Worlds.

Yamaha utilized Vocaloid technology to mimic the voice of deceased rock musician hide, who died in 1998, to complete and release his song "Co Gal" in 2014. The musician's actual voice, breathing sounds and other cues were extracted from previously released songs and a demo and combined with the synthesized voice.[198] Kenji Arakawa, a spokesman for Yamaha, said he believes this to be the first time a work by a deceased artist is commercially available and includes the dead person singing lyrics completed after their death.[199]

[edit]

For illustrations of the characters, Crypton Future Media licensed "original illustrations of Hatsune Miku, Kagamine Rin, Kagamine Len, Megurine Luka, Meiko and Kaito" under Creative Commons-Attribution-NonCommercial 3.0 Unported ("CC BY-NC"), allowing for artists to use the characters in noncommercial adaptations and derivations with attribution.[200][201]

According to Crypton, because professional female singers refused to provide voice samples, in fear that the software might create clones of their singing voices, Crypton changed their focus from imitating certain singers to creating characteristic vocals. This change of focus led to sampling vocals of voice actors and the Japanese voice actor agency Arts Vision supported the development.[202] Similar concerns are expressed throughout the other studios using Vocaloid, with Zero-G refusing to release the names of several of their providers.[203] PowerFX only hinted at Sweet Ann's voice provider, and Oliver's voice provider is still unknown. AH-Software named the voice providers for Miki, Kiyoteru, Yukari, Zunko and Iroha, but for legal reasons cannot name Kaai Yuki's voice provider as a minor was the subject of the recordings.

Any rights or obligations arising from the vocals created by the software belong to the software user. Just like any music synthesizer, the software is treated as a musical instrument and the vocals as sound. Under the term of license, the mascots for the software can be used to create vocals for commercial or non-commercial use as long as the vocals do not offend public policy. In other words, the user is bound under the term of license of the software not to synthesize derogatory or disturbing lyrics. On the other hand, copyrights to the mascot image and name belong to their respective studios. Under the term of license, a user cannot commercially distribute a vocal as a song sung by the character, nor use the mascot image on commercial products, without the consent of the studio who owns them.[204]

Employees working within the studios are bound by legal implications not to repeat any details given to them from Yamaha on Vocaloid development without Yamaha's permission. They are also not allowed to disclose details of upcoming Vocaloids without permission of the Vocaloid studio nor reveal the identity of the singer if the studio does not make it public.

On November 29, 2010, Crypton started an independent music publication for seeking copyright royalties if songs are used for commercial purposes such as karaoke, because Vocaloid users hardly used the copyright collective Japanese Society for Rights of Authors, Composers and Publishers (JASRAC).[205] Due to the fact songs using the software are made by independent users, the act of plagiarism has remained a highly controversial issue among Vocaloid users and their published works. This has been a heated issue on both illustrative and musical levels with songs and their publishers being targeted by allegations of stealing the works of others.[206] In January 2011, Japanese boyband KAT-TUN were forced to admit plagiarism against their song "Never×Over~「-」Is Your Part~", after the producer of the song admitted it was influenced by the Vocaloid song "DYE" produced by AVTechNO!, fans having expressed their outrage over the similarities of the two songs.[207] However, AVTechNO! also released a statement explaining that the members of the band were not to blame for this incident.[208]

Political use

[edit]

One of the most controversial uses of the legal agreements of any Vocaloid producing studio was from the Democratic Party of Japan, whose running candidate, Kenzo Fujisue, attempted to secure the use of Miku's image in the Japanese House of Councillors election of July 11, 2010. The hope was that the party could use her image to appeal to younger voters. Although Crypton Future Media rejected the party's use of her image or name for political purposes, Fujisue released the song "We Are the One" using her voice but not credited to her on YouTube, by replacing her image with the party's character in the music video.[209]

Reception

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Despite the success of the software in Japan, overseas customers have been largely reluctant to embrace it. When interviewed by the Vocaloid producing company Zero-G, music producer Robert Hedin described how the software offered creative freedom. He compared it to auto-tuning software, stating the Vocaloid software itself has enough imperfections to present itself as a singer who does not sound human. However, he states that Vocaloid also does not "snap into tune" like auto-tuning software, which the music industry seems to favor these days.[210] Giuseppe, who had produced demo songs for both Zero-G and PowerFX Vocaloids, and is aided in the production of Spanish-based Vocaloids, had noted that each Vocaloid package worked the same way. However, each vocal has its own unique personality to it, so choosing one vocal over another is not easy. He hoped that the Vocaloid software will continue to progress forward so long as its userbase continues to push it forward. He also noted that the software's slow start and its early bad reputation was the hardest part for the software to overcome regarding its success, and like any commercial product, a decrease in sales would result in a decrease in development. However, focus had switched from focusing on the vocals to focusing on the boxart character mascot itself at this point.[211]

The CEO of Crypton Future Media noted the lack of interest in Vocaloids overall was put down to the lack of response in the initial Vocaloid software. With regard to the development of the English version of the software specifically, many studios when approached by Crypton Future Media for recommendations towards developing the English Vocaloids had no interest in the software initially, with one particular company representative calling it a "toy". A level of failure was put on Leon and Lola for lack of sales in the United States, putting the blame on their British accents.[202] Crypton praised the value of the English Vocaloids and what they offered to the Japanese users for their capability of offering the English language to them, when it would otherwise be off limits. As Hatsune Miku was responsible for making the software famous, her voice has become the most commonly associated with the Vocaloid software and divides opinions of critics both overseas and within Japan on their opinions towards her and the software.[212][213] Crypton blamed a fear of robots on part of the lack of response on the sale of the software overseas and expressed that there was also a general "anti-Vocaloid" point of view amongst some cultures and communities, although he also noted that he hoped in the future this would change as the software continued to be developed.[214] Prior to the release of the Hatsune Miku product, Crypton Future Media had also noted there was some criticism at choosing to release the original Vocaloid engine as a commercial licensing product, although felt that the choice was for the better of the engine. Furthermore, it was noted that the original Vocaloid engine felt more like a prototype for future engine versions.[215]

Even with the lack of success for the English version of the software in the United States, Crypton Future Media reported that about half of music downloads at the iTunes Store for songs of Crypton's label Karent, published by Japanese producers, have been from overseas purchases, with sales from American consumers making up the majority of percentages of overseas sales.[216] Despite experiencing good sales in Europe, it was reported the software is failing to attract a satisfactory level of attention, and software developers are now setting their sights on trying to overturn the lack of interest in the software in Europe.[217]

Hatsune Miku picked up second place in a 2010 Japanese Yahoo! poll on Japanese gamers' favorite characters, owed to her starring role in Hatsune Miku: Project DIVA 2nd.[218] CNN's website CNNGo declared Hatsune Miku as one of Japan's best in their "Tokyo best and worst of 2010", listing her as the "Best new virtual singer for the otaku generation".[219] Clash magazine labeled Hatsune Miku and the Vocaloid software as the future of music.[220] Based on a December 16, 2023 survey conducted by Nikkei Entertainment, the fanbase of Vocaloid within Japan has an average age of 21 years, and a male-to-female ratio of approximately 50:50.[221]

Vocaloid was sold as a product for professional musicians, and although there were many producers using the software within Japan by 2011, a report was released detailing the true reflections of the Vocaloid craze. It was conducted independently by fans of the Vocaloid software and detailed the popularity of certain Vocaloids over others. Most Vocaloid related videos struggled to get over 5,000 views and the most popular producers gaining the most interest over lesser popular producers. In order of the most video uploads were Hatsune Miku (first), Kagamine Rin (second), Gumi (third), Megurine Luka (fourth), Kagamine Len (fifth) and Kaito (sixth) had the most videos uploaded related to them, while all other Vocaloids had less than 1,000 uploads related to them. This was not true for all the calculations they ran to determine the popularity, including average and mean views and mylists. In the end, only Gumi and the Kagamine software packages managed to stay on the top six lists of all their calculations, with popular Vocaloid Hatsune Miku failing to make it on the mean average top six list calculations for the study period.[222] In 2013, it was estimated that about 30% of all videos updated each month on Niconico were Vocaloid related.[223]

Despite its growing popularity as a franchise, by December 2015, Vocaloid was still struggling to make an impact in the west; Hatsune Miku also did not make as much of an impact. Concerns were mostly focused on Vocaloid itself at this point. It was also reported that more Japanese companies were growing protective of their properties, with Hatsune Miku: Project DIVA X, which was released at the time, being the center of one such conflict of copyright interest. The market for such games was described as a "niche audience in the west".[224]

See also

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References

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Bibliography

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Further reading

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Revisions and contributorsEdit on WikipediaRead on Wikipedia
from Grokipedia
Vocaloid is a singing voice synthesis software developed by Yamaha Corporation that enables users to generate realistic vocal performances by inputting lyrics and melodies, utilizing virtual voicebanks derived from recordings of professional singers.[1] Launched in 2004, it represents a pioneering technology in music production, evolving from early sampling-based synthesis to advanced AI-driven engines in its latest iterations, such as VOCALOID6 released in 2022.[2] The development of Vocaloid began in March 2000 at Yamaha's Toyooka Factory under the codename "Daisy," with its formal announcement at the Musikmesse trade fair in Frankfurt in 2003.[2] The inaugural version, VOCALOID1, debuted in 2004 featuring English voicebanks Leon and Lola, followed by the Japanese voicebank Meiko later that year.[2] Subsequent releases marked significant advancements: VOCALOID2 in 2007 introduced improved synthesis quality, harmony generation, and enhanced tuning capabilities, while VOCALOID3 in 2011 added support for multiple languages including Japanese, English, Spanish, Italian, and Korean.[2] VOCALOID4 (2014) incorporated emotional expression controls, and VOCALOID5 (2018) enhanced user interface and integration with digital audio workstations.[2] The current VOCALOID6 employs an AI-based engine for more natural intonation, vibrato, and rhythm, alongside tools like VOCALO CHANGER for style replication and multilingual capabilities in Japanese, English, and Chinese; it was updated to version 6.5 in December 2024, adding enhancements such as improved cross-synthesis settings and new AI voicebanks including English ones like JESSICA and MATTHEW.[1][3] It supports over 18 voicebanks, with compatibility for legacy ones, and integrates with platforms like ARA2 for seamless music production workflows.[1] Vocaloid's cultural significance surged with the 2007 release of Hatsune Miku by Crypton Future Media, a VOCALOID2 voicebank that became a virtual idol phenomenon, inspiring millions of user-generated songs, artworks, and videos on platforms like Nico Nico Douga and YouTube.[2] This sparked a global creative community, leading to innovations such as mobile apps (e.g., iVOCALOID in 2010), educational tools (VOCALOID for Education in 2017), and live performances featuring holographic projections of characters like Miku.[2] By 2022, Vocaloid had facilitated over 100,000 original songs; as of 2025, this has grown to hundreds of thousands, with expansions into gaming, robotics (e.g., the singing robot Charlie in 2021), new voicebanks like Kotonoha Akane & Aoi (April 2025), and the upcoming Hatsune Miku VOCALOID6 version planned for the first half of 2026, solidifying its role as a cornerstone of modern digital music creation.[2][3][4]

Technology

Synthesis Engine

The synthesis engine of Vocaloid forms the core technology responsible for generating synthesized singing voices from input lyrics, melody, and parameters, evolving from concatenative methods to AI-driven approaches. In early versions, the engine relies on diphone concatenation, where pre-recorded vocal samples—primarily diphones (pairs of phonemes such as consonant-vowel or vowel-vowel transitions)—are selected from a voice library and spliced together in the frequency domain to form complete utterances.[5] These samples undergo digital signal processing (DSP) adjustments for seamless blending, including spectral envelope interpolation to minimize discontinuities at concatenation points.[5] Key parameters control the output's expressiveness, including pitch (modulated via fundamental frequency adjustments using note inputs and curve editors for bends and glides), dynamics (via velocity and expression curves to vary amplitude and intensity), and timbre (achieved through phoneme blending and harmonic amplitude modifications from the library).[5] Vibrato is parameterized by depth, rate, and randomization to simulate natural fluctuations, while timing aligns phoneme onsets precisely with note positions through sample stretching and phase correction.[5] In Vocaloid 6, the engine advances to the VOCALOID:AI system, leveraging deep learning to model spectral envelopes, excitation, and prosody from analyzed real-vocalist data, enabling more natural parametric generation beyond pure concatenation.[6] The TAKE function generates up to 10 variations of phrasing, timing, and nuance from a single input phrase, allowing selection of the most suitable rendition for enhanced expressivity.[7] Multilingual capabilities support mixed lyrics in Japanese, English, and Chinese within one voicebank, with cross-lingual phoneme mapping for coherent pronunciation across languages; additional languages like Spanish are available in select voicebanks.[8] The processing pipeline begins with parsing input lyrics and melody into phonemes, followed by parameter tuning (e.g., pitch curves and dynamics), and culminates in waveform synthesis via DSP for concatenation or AI modeling.[5] This integration optimizes for digital audio workstation (DAW) use through VST/AU/ARA2 compatibility, facilitating efficient rendering in music production environments.[6]

Editing Interface

The editing interface of Vocaloid software provides users with intuitive tools for composing and refining synthesized vocals, centered around a piano roll-style score editor that allows MIDI-like placement of notes to define melody and timing.[9] Lyrics are entered directly on individual notes via double-clicking in Letter Mode for standard text input or Phonetic Symbols Mode for precise control over pronunciation, with pull-down menus offering multiple phonetic options to ensure compatibility with the selected voice bank.[9] Parameter curves enable fine-tuning of vocal characteristics, such as breathiness (ranging from 0 to 127 for added airiness), gender factor (from -64 to +63 to adjust vocal timbre toward masculine or feminine traits), dynamics for volume variation, and pitch bend (from -8192 to +8191 for intonation adjustments), all editable through dedicated lanes in the musical editor.[9] The typical workflow begins with importing MIDI files for melody structure or entering notes manually, followed by assigning a compatible voice bank from the available libraries to the track.[9] Users then input or refine lyrics and apply parameter adjustments, integrating effects like reverb and EQ through an onboard mixer for polished audio.[9] The process concludes with exporting the rendered output as WAV or MP3 files, supporting sample rates from 44.1 kHz to 192 kHz in 16- or 24-bit depth; batch processing is facilitated by duplicating tracks to generate harmonies, allowing quick replication and pitch shifting for layered vocals.[9][10] Key advancements across versions enhance usability and expressiveness: Vocaloid 3 introduced XSY (cross-synthesis), a parameter for blending two voice banks from compatible groups to create hybrid timbres with gradual transitions.[11] Vocaloid 4 added dedicated Growl parameters to introduce rough, edgy distortions for genres like rock and blues, alongside Breath parameters for inserting natural inhalation sounds at specified points. In Vocaloid 6, AI-assisted tools include the Pitch Tool for automatic tuning of VOCALOID:AI tracks to mimic human-like intonation and vibrato, while the Emotion Tool and phrase connectors ensure seamless transitions between notes and phrases for more fluid performances.[9][6] Vocaloid 6 also introduces Vocalo Changer, enabling voice conversion from audio inputs to AI-synthesized vocals within the editing workflow. Compatibility features have evolved to support seamless integration with digital audio workstations (DAWs), with VST and AU plugin formats available since Vocaloid 2, enabling real-time parameter automation and tempo synchronization in hosts like Cubase and Logic Pro.[1] Later versions, including Vocaloid 6, incorporate ARA2 support for enhanced DAW workflows, such as synchronized play/stop controls and repeat functions directly within the plugin interface.[1] To assist users, the software includes built-in tutorials accessible via the Help menu, preset templates in the Media Browser for common genres like pop and rock, and customizable keyboard shortcuts for efficient navigation.[9] Error detection mechanisms, such as ignoring phonemes incompatible with the voice bank's language, help prevent unnatural pronunciations by silencing mismatched notes during rendering, prompting users to adjust inputs accordingly.[12]

Voice Libraries

Voice libraries form the core data foundation for Vocaloid's singing synthesis, comprising extensive databases of vocal samples recorded from professional voice actors to enable realistic sound generation. These libraries primarily consist of diphones—short audio segments capturing transitions between phonemes (such as consonant-vowel or vowel-vowel pairs)—along with sustained vowels and optional triphones for enhanced naturalness due to coarticulation effects, where adjacent sounds influence each other.[13][14] The number of diphones varies by language; Japanese libraries typically require around 500, reflecting its simpler phoneme inventory, while English demands approximately 2,500 to cover more diverse combinations.[14] Recordings occur in isolated, controlled studio environments to minimize noise, with voice actors performing phonetic sequences across multiple pitches, often spanning sessions of several hours and exceeding four in duration for comprehensive capture.[15] Voice libraries are categorized into single-voice (monophonic) types for solo performances and multi-voice configurations supporting polyphonic harmonies, introduced in Vocaloid 5 and refined in later versions for layered vocal arrangements.[16] Language-specific adaptations are common, such as Japanese libraries incorporating katakana phonemes for English loanwords to facilitate cross-lingual use. Technical specifications include sampling at 44.1 kHz with 16-bit depth for high-fidelity audio, a pitch range of approximately 200-600 Hz to mimic human singing fundamentals, and formant shifting capabilities to simulate variations in gender or age by altering vocal tract resonances.[9] In Vocaloid 6, AI-driven enhancements add emotional variants, enabling expressions like joy or sadness through prosody tags that adjust timing, intonation, and timbre for greater nuance.[6] Quality control during production involves de-noising techniques and pitch correction applied to raw recordings to ensure clean, accurate samples, with database sizes evolving to incorporate expanded multi-pitch and expressive data across versions.[14] Customization options include third-party tuning for regional accents and append/cross-lingual packs, such as English extensions for Japanese-based voices, allowing users to expand a single actor's database across languages without full re-recording. These libraries are loaded into the editing interface for parameter adjustment before processing by the synthesis engine to produce final audio output.

Software Versions

Vocaloid 1

Vocaloid 1, the inaugural version of Yamaha's singing synthesis software, was released in 2004, marking the commercial debut of the technology developed in collaboration with various partners. The first products, featuring the English-language voice libraries LEON and LOLA developed by Zero-G Limited, were unveiled at the NAMM Show in California in January 2004 and began shipping shortly thereafter.[2][17] These libraries, each priced at approximately $330 USD, included the Vocaloid Editor application, a standalone Windows-only tool for inputting lyrics and melodies via a piano-roll interface.[18] Later that year, in November 2004, Yamaha released MEIKO, the first Japanese voice library, distributed by Crypton Future Media for around ¥15,750 (about $150 USD at the time).[2] KAITO, another Japanese library from Crypton, followed in February 2006, completing the core set of four official Vocaloid 1 voice banks.[2] The software employed basic diphone synthesis, concatenating pre-recorded phoneme samples from professional singers to generate vocals, with adjustments for pitch, timing, and limited expression controls such as velocity (for dynamics), pitch bend, vibrato, and basic formant manipulation via parameters like resonance, brightness, and gender factor.[17] This approach supported both English and Japanese languages but resulted in a distinctly robotic timbre due to the era's computational constraints and sparse parameter set, which lacked advanced controls for breathiness, timbre variation, or cross-lingual phoneme blending found in later versions.[17] Editing required manual phoneme assignment and parameter tweaking in the offline editor, with no real-time MIDI input or preview; users had to wait seconds to minutes for synthesis rendering, depending on track length and hardware, often necessitating full re-synthesis after even minor changes.[17] System requirements were modest for the time—a Pentium III 1GHz processor, 512MB RAM, and Windows 2000/XP—but the process was CPU-intensive, particularly in "Play with Synthesis" mode, making it challenging on lower-end machines without glitches.[17] Voice banks came bundled with demo songs to showcase capabilities, such as "The Gion" for MEIKO, an original jingle highlighting her mature tone in a traditional Japanese style.[19] Initial sales were modest, appealing primarily to hobbyist musicians, DTM (desktop music) enthusiasts, and academic researchers exploring vocal synthesis rather than mainstream producers. For example, MEIKO sold around 3,000 units, while KAITO sold about 500 units, indicating limited commercial appeal at the time.[20][21] Despite these limitations, Vocaloid 1 laid the foundational principles of diphone-based singing synthesis and simple parameter-driven editing, influencing the evolution of virtual vocal technology.[17]

Vocaloid 2

Vocaloid 2, developed by Yamaha Corporation, marked a significant advancement in singing synthesis technology when it was released on June 29, 2007. Priced between $200 and $300 for voicebanks and the editor software, it introduced VST plugin support, allowing seamless integration with digital audio workstations (DAWs) for more professional music production workflows. Building on the core engine of its predecessor, Vocaloid 2 expanded user control through new parameters such as vibrato depth and rate, brightness for tonal clarity, and clearness to sharpen or mute vocal timbre, enabling finer adjustments to expressiveness and reducing the robotic quality of synthesized output. Additionally, it supported multi-language phoneme input, facilitating synthesis in Japanese, English, and other languages with improved naturalness. The engine's innovations included enhanced synthesis algorithms that produced clearer pronunciation and smoother transitions, making vocals sound more human-like compared to earlier versions. Over 35 voicebanks were released for Vocaloid 2, covering a range of styles and languages from developers like PowerFX and Zero-G. A standout example was Hatsune Miku, developed by Crypton Future Media and launched on August 31, 2007, which achieved remarkable commercial success by selling over 40,000 copies in its first year, propelling the software into mainstream popularity among music creators. Vocaloid 2 spurred rapid ecosystem growth, with third-party voicebanks proliferating, including Crypton's Kagamine Rin and Len released on December 27, 2007, which introduced dual-gender characters for duet capabilities. This period also saw the launch of Piapro on December 3, 2007, a collaboration platform by Crypton that encouraged user-generated content sharing and remixing, fostering a vibrant online community. Technically, the version improved consonant-vowel blending for more fluid lyric delivery and introduced the VSQ file format for exporting sequences, enabling easy sharing and collaboration among producers.

Vocaloid 3

Vocaloid 3, developed by Yamaha Corporation, was released in 2011 as the successor to Vocaloid 2, marking a major evolution in vocal synthesis technology with enhanced naturalness in singing output. The software improved rapid singing performance and achieved smoother transitions in pitch intervals and tone variations, allowing for more expressive and fluid vocal renderings. It expanded language support to five options—Japanese, English, Chinese, Korean, and Spanish—facilitating broader global accessibility for creators. A notable user interface enhancement was the introduction of unlimited undo operations, streamlining the editing process during composition.[2] Central to Vocaloid 3's advancements was Cross-Synthesis (XSY), a feature for blending two compatible voicebanks from the same group to mix stylistic elements, such as transitioning between power and normal modes, without discontinuities, promoting creative vocal layering. The engine incorporated 13 control parameters, including velocity, dynamics, breathiness, and gender factor, which provided fine-tuned adjustments for timbre, intensity, and articulation to achieve nuanced performances like whispered or growling effects through parameter manipulation. These elements emphasized professional integration, building on Vocaloid 2's foundations by prioritizing vocal subtlety and real-time rendering improvements.[11][22] Vocaloid 3 adopted a modular plugin system known as Job Plugins, downloadable separately to extend functionality, such as the VocaListener plugin released in 2012, which enabled parameter automation via live vocal input for more intuitive control. This architecture reduced the base software price to approximately $100, with voice libraries sold as add-ons, encouraging customization. Over 30 new voice banks were developed for the platform, including English-oriented options like IA from 1st Place Co., Ltd., whose voice, derived from singer Lia, supported multi-lingual trials and gained prominence for its versatile, opera-influenced tone. While primarily Windows-compatible, select voice banks offered limited Mac support through compatible editors, enhancing cross-platform workflow.[2][23]

Vocaloid 4

Vocaloid 4, developed by Yamaha Corporation, was announced in November 2014 and released on December 17, 2014, succeeding Vocaloid 3 with significant enhancements aimed at improving expressiveness and usability for music production.[24] The engine introduced advanced control parameters, including a dedicated Growl (GWL) function to add rough, edgy tones suitable for genres like rock and blues, and enhanced Breathiness (BRE) controls to adjust the airiness in vocals for more nuanced emotional delivery.[25] Additionally, it enhanced Cross-Synthesis (XSY) for blending compatible voicebanks, improving stylistic transitions while maintaining language-specific compatibility, with broader language support in voicebanks.[25] A key innovation was the support for streaming synthesis in compatible setups, enabling low-latency real-time input via keyboard recording in the VOCALOID4 Editor for Cubase, which facilitated live performance applications by minimizing delays during synthesis.[25] Voice banks for Vocaloid 4 evolved the Append series concept from prior versions, offering specialized variants like Power for stronger, dynamic delivery and Whisper for softer, intimate expressions, as seen in bundles such as Hatsune Miku V4X and Gackpoid V4.[26] Over 50 voice banks were developed exclusively for the engine, including multilingual options like CYBER DIVA (English) and UNI (Korean), providing a diverse range of timbres from clear pop vocals to powerful male tones.[27] Notable examples include VY1 V4 with Normal, Soft, Power, and Natural variants for versatile Japanese singing, emphasizing natural phrasing through improved phoneme transitions.[28] The interface received updates for greater efficiency, including an enhanced pitch tuner for precise intonation adjustments and an ensemble mode that supports multi-voice choir synthesis by layering up to 16 instances simultaneously for harmonic depth.[25] Mobile export options were added via VSQX file format compatibility, allowing projects to be transferred to apps like Mobile VOCALOID Editor for on-the-go editing and playback.[29] Core engine stability was refined, with optimizations for faster rendering and reduced CPU load during complex sessions. In terms of performance, Vocaloid 4 demonstrated reduced synthesis artifacts in rapid note passages through better waveform interpolation, resulting in smoother legato and staccato transitions.[24] Prosody modeling was advanced with dynamic parameter curves for velocity, timbre, and gender factor, enabling more human-like rhythm and inflection without manual over-editing, particularly evident in NT-designated voice banks like Hatsune Miku NT that prioritize fluid note-to-note connections via specialized recording techniques.[30]

Vocaloid 5

Vocaloid 5, released by Yamaha Corporation on July 12, 2018, represented a significant evolution in singing synthesis software, emphasizing streamlined virtual vocal production with a focus on vocal harmony capabilities. Priced at 25,000 JPY (approximately $226 USD) for the standard edition, which included four initial voice banks, and 40,000 JPY for the premium edition with eight voice banks, it was designed to integrate seamlessly into digital audio workstations via VST and AU plugins.[31][32] The software built upon previous versions by introducing drag-and-drop functionality with over 2,000 preset phrases and audio samples, enabling users to quickly assemble melodic vocal tracks while supporting external MIDI input for enhanced workflow efficiency.[31] Key innovations in Vocaloid 5 centered on multi-part harmony generation, allowing up to four simultaneous voices to be layered for complex arrangements such as doubling and choral effects. This was facilitated by a style function offering around 100 predefined singing styles, which helped automate harmony creation and added natural variation to vocal performances. The engine also expanded vocal expression controls to 13 parameters, including new ones for tone, breath, and opening, providing finer tuning for realistic outputs without extensive manual adjustments. Additionally, an integrated preview of AI-assisted retakes hinted at future developments, though core synthesis remained sample-based.[31][33] Voice banks for Vocaloid 5 emphasized versatile, group-oriented libraries to support collaborative and harmonic production, with the standard edition featuring Amy and Chris (English), alongside Kaori and Ken (Japanese). The premium edition added VY1, VY2, CYBER SONGMAN II, and CYBER DIVA II, expanding multilingual options. Cumulatively, over 50 compatible voice banks were available by the end of its active development, including refinements from prior versions like streaming enhancements from Vocaloid 4, and notable examples such as group-focused designs for characters like LUMi and Dahlia.[31] The software included an advanced mixer with automation capabilities and 11 built-in audio effects for processing vocal tracks directly within the interface, alongside hints toward cloud-based collaboration features in subsequent updates. Post-release, Vocaloid 5 received several patches through 2020, addressing bug fixes for stability and improving compatibility with Windows 10, ensuring smoother operation in modern production environments.[31][34]

Vocaloid 6

Vocaloid 6, released on October 13, 2022, by Yamaha Corporation, represents a significant advancement in vocal synthesis technology through its integration of the VOCALOID:AI engine, which leverages artificial intelligence to produce more natural and expressive singing voices compared to previous iterations.[6] This engine enables users to generate highly realistic vocal performances by analyzing and synthesizing nuances in pitch, timing, and timbre, building on the multi-voice capabilities of Vocaloid 5 with enhanced AI-driven expressiveness. The software is priced at $225 (without tax) and includes 22 voice banks, supporting seamless integration into music production workflows.[35] Key features of Vocaloid 6 include native support for multilingual singing in Japanese, English, and Chinese within a single voice bank, allowing for mixed-language lyrics without requiring separate libraries.[36] MIDI input is supported with enhancements for real-time external device integration and export capabilities, facilitating easier composition and synchronization in digital audio workstations (DAWs).[8] The software also incorporates tools like Doubling for instant harmony creation and over 100 style presets to streamline vocal editing, reducing manual adjustments through AI-assisted suggestions for accents, vibrato, and rhythm. Additionally, Cross Synthesis enables timbre morphing between voice banks for blended outputs.[36] As the current standard for AI-centric vocal synthesis, Vocaloid 6 received its latest update, version 6.7.0, on July 16, 2025, which added support for whisper voices, including breathy tones and voiceless output, enhancing expressive options for subtle performances.[37] Earlier, the 6.6 update on June 11, 2025, extended VOCALOID:AI-exclusive features—such as advanced variation generation—to standard VOCALOID tracks, broadening accessibility.[38] Notable upcoming developments include the Hatsune Miku V6 voice bank, with early access for existing owners starting mid-December 2025 and full release in the first half of 2026, featuring multilingual support.[39] Vocaloid 6 maintains cross-platform compatibility for Windows and macOS, with deep DAW embedding via VST3, AU, and ARA2 standards, including bundled Cubase AI for comprehensive production.[8] This setup allows for tempo synchronization, playback control, and plugin-based editing directly within host environments, making it a versatile tool for professional and amateur creators alike.[36] Vocalo Changer is a voice transformation tool powered by VOCALOID:AI technology. It converts recorded human singing audio into synthesized performances using VOCALOID:AI voice banks, preserving the original singer's nuances in pitch, timing, expression, and style. This feature is integrated into the Vocaloid 6 Editor for direct use during production and is also available as a standalone effect plugin supporting VST3, AU (macOS), and AAX formats for integration into major DAWs. https://www.vocaloid.com/en/vcplugin/

Voice Banks and Characters

Creation and Licensing

The creation of Vocaloid voice banks involves a collaborative process between Yamaha Corporation and licensed partners, starting with the selection of voice providers, often through targeted auditions or direct invitations based on project requirements.[40] These providers, typically professional singers or voice actors, undergo studio recordings where they perform a wide range of phonetic samples, including multi-pitch scales, isolated vowels and consonants, and emotional variations to capture natural singing nuances.[40] Recordings are conducted in controlled environments, such as dedicated facilities like Yamaha's Toyooka Factory, over several days to ensure high-quality, consistent data.[40] Following recording, the raw audio samples are processed into a voice database through tuning and synthesis optimization by Yamaha engineers and partner developers. This stage includes segmentation of phonemes, adjustment for pitch and timbre variations, and integration of emotional parameters to enable realistic singing synthesis.[40] The tuned database is then reviewed and approved by Yamaha and the voice provider to verify fidelity to the original performance and suitability for commercial release.[40] Vocaloid 6 incorporates AI elements using deep learning to analyze real vocalists’ tone and expression for more natural singing.[6] Voice banks are licensed through official channels managed by Yamaha and its partners, with models including perpetual licenses for individual purchases and limited subscription options introduced in mobile variants of Vocaloid 6. End-user license agreements (EULAs) typically grant non-exclusive, non-transferable rights for personal and commercial music production, but prohibit resale of raw voice data, reverse engineering, or unauthorized distribution.[41] Commercial applications, such as embedding in products or karaoke systems, often require additional approvals or fees from the licensor.[41] Third-party developers, like Internet Co., Ltd., operate under Yamaha's oversight to create and license their own banks while adhering to core EULA terms.[42] Key providers include Crypton Future Media, which develops the popular Hatsune Miku series and offers the Piapro Character License allowing non-commercial sharing of derivative works featuring its characters under Creative Commons Attribution-NonCommercial 3.0 terms.[43] Zero-G Limited specializes in Western-style voices, such as those for English and other European languages, emphasizing natural intonation for global users.[44] Bplats, Inc., focuses on Asian market expansions, licensing banks with culturally attuned timbres and multilingual capabilities.[45] Voice library costs generally range from $50 to $200 per bank, depending on features like language support and AI integration, with perpetual access standard for desktop versions and monthly subscriptions around $4 for mobile editions.[46]

Notable Examples

Hatsune Miku, codenamed CV01, debuted on August 31, 2007, as the flagship voice bank from Crypton Future Media, featuring a 16-year-old virtual singer avatar with long turquoise twin-tails, blue-green hair, and a height of 158 cm.[47] Her design, illustrated by KEI, emphasizes a youthful, versatile persona suitable for J-pop and dance styles, quickly establishing her as the face of Vocaloid through widespread user adoption.[47] By the early 2010s, Miku had inspired over 100,000 original songs worldwide, highlighting her role in democratizing music creation.[48] Her popularity extended to live performances, including the inaugural Miku Expo concert series starting in 2014, which featured holographic projections and has since toured globally. Kagamine Rin and Len, codenamed CV02, were released on December 27, 2007, by Crypton Future Media as twin 14-year-old characters designed for harmonious duets and versatile performances.[47] Rin features blonde twin-tails with a white ribbon, orange-themed attire, and a youthful female voice provided by Asami Shimoda, standing at 152 cm, while Len has short blonde hair in a ponytail, yellow-themed elements, and a corresponding male voice, measuring 156 cm.[47] Their mirrored designs and complementary vocals made them ideal for dynamic pairings, contributing to their prominence in user-generated content on platforms like NicoNico, where songs featuring them amassed tens of thousands of views early on. Among earlier voice banks, MEIKO stands out as the inaugural Japanese Vocaloid, released on November 5, 2004, by Yamaha Corporation and distributed by Crypton Future Media, portraying a mature woman with short brown bob hair, a red mini-skirt, and boots for a straightforward, pure vocal tone suited to various genres.[47][2] KAITO followed on February 17, 2006, as her male counterpart from the same developers, depicted as a 20-year-old with blue hair and a long blue stole, offering a smooth, grown-up baritone range for expressive singing.[47] Later examples include GUMI (Megpoid), launched in June 2009 by Internet Co., Ltd., as a 17-year-old with green twin-tails and a lively, adaptable voice that supports customization across styles.[1] IA, released in January 2012 by 1st PLACE Co., Ltd., presents an ethereal young woman with purple hair, providing bilingual English and Japanese capabilities for a modern, versatile sound.[1] More recent notable voicebanks include Uge, released on January 15, 2025, by an independent developer, offering a unique vocal style for experimental music.[49] Additionally, AI NurseRobot_TypeT, launched on July 16, 2025, by Yamaha, features a whisper-voiced nurse-type android persona designed for therapeutic and ambient applications.[50] Vocaloid characters have evolved through updated versions, such as Hatsune Miku's Append editions in 2010, which refined her vocals for greater emotional depth, and the NT variant for Vocaloid 4 NT, enhancing real-time performance integration. These developments include 3D models optimized for augmented reality (AR) experiences and rhythm games like the Project DIVA series, allowing interactive visualizations in concerts and apps. By 2010, Miku alone had surpassed 2 million views on NicoNico, underscoring her foundational influence on virtual performer aesthetics, including the rise of VTubers who adopted similar holographic and avatar-based presentation styles.[51]

Derivative Products

Piapro Studio, developed by Crypton Future Media and first released in 2013, is a free VST/AU plugin-based vocal editor that integrates with digital audio workstations to facilitate the creation and editing of melodies, lyrics, and vocal expressions using Vocaloid voicebanks.[52] It offers an intuitive interface for unrestricted song composition, with particular optimization for Crypton's Piapro character voicebanks such as Hatsune Miku, enabling smooth workflow enhancements over the standard Vocaloid editor.[53] The VOCALOID Editor for Cubase, launched by Yamaha in collaboration with Steinberg in 2014, provides a dedicated integration of the Vocaloid editing environment directly within the Cubase DAW, allowing users to input, tune, and render synthesized vocals alongside full music arrangements without switching applications.[54] This bundle supports versions from Cubase 7 onward and includes updates for compatibility with later Vocaloid releases, streamlining professional production processes.[55] VOCALOID:AI, Yamaha's proprietary AI-driven sound synthesis technology first announced in 2019, serves as a core component of Vocaloid 6, enabling advanced vocal retakes and expressive variations by processing input melodies and lyrics into highly natural singing outputs.[56] Integrated as a subset within the Vocaloid 6 editor, it lowers barriers for creating songs in multiple languages, including English, through improved pronunciation and intonation control.[35] Partner developments include AU plugin support for Apple's GarageBand, allowing Vocaloid instruments to function as native audio units within the macOS DAW for vocal synthesis on Apple Silicon systems.[57] VOICEROID, a text-to-speech synthesizer released by AH-Software in 2009, utilizes corpus-based technology for generating natural spoken audio from text inputs, sharing foundational synthesis principles with Vocaloid while focusing on narration applications.[58] UTAU, a freeware singing synthesizer created by developer Ameya in 2008, emerged as a freeware alternative inspired by Vocaloid, permitting users to build and utilize custom voicebanks from recorded audio samples for non-commercial vocal synthesis. Supporting tools encompass the VSQx file format, standardized in Vocaloid 4 for exporting and sharing sequence data containing notes, lyrics, and parameters across compatible editors and DAWs.[59] Vocaloid 6 further extends compatibility with DAWs like Ableton Live via VST/AU plugins, as outlined in Yamaha's setup documentation for seamless MIDI track assignment and real-time vocal rendering.[60] These extensions and integrations target prosumer and professional users by broadening Vocaloid's ecosystem for music composition, animation synchronization, and cross-platform collaboration while maintaining compatibility with core voicebanks across versions.

Hardware and Mobile Apps

The Yamaha VOCALOID Keyboard (VKB-100), released in December 2017, is a portable keytar-style hardware device featuring a built-in VOCALOID synthesizer that allows users to perform synthesized vocals in real time by playing melodies on its 37-key keyboard while pre-loaded lyrics are sung by selected voice libraries.[61] It comes pre-installed with the VY1 voicebank and supports expansion to up to five additional libraries, including Hatsune Miku, via a companion smartphone app connected through Bluetooth.[61] The device emphasizes live performance capabilities, integrating VOCALOID synthesis directly into a physical instrument form factor without requiring a computer.[61] VOCALOID software supports integration with standard MIDI controllers, such as USB keyboards, enabling users to input notes directly into the editor's piano roll for melody creation during production workflows.[25] This compatibility extends to VOCALOID4 and later versions, where external MIDI devices facilitate real-time note entry, though full real-time input is limited to integrations like VOCALOID4 Editor for Cubase.[62] On mobile platforms, iVOCALOID, launched in 2012 for iOS devices like the iPad, provided a portable adaptation of the VOCALOID2 engine, allowing basic vocal synthesis and editing of melodies and lyrics on the go.[2] It was succeeded by the Mobile VOCALOID Editor app, available for iPhone and iPad, which offers an improved user interface, expanded functions for vocal track creation, and compatibility with VOCALOID voicebanks for professional-level production directly on mobile hardware.[2] Android support remains limited, primarily through accessory apps like the VOCALOID Keyboard companion for the VKB-100, without a full synthesis editor port.[63] Vocaloid voices have been integrated into hardware ecosystems like the Nintendo Switch via the Hatsune Miku: Project DIVA series, starting with the original 2009 release and continuing through titles such as Project DIVA Mega Mix in 2020, where synthesized vocals accompany rhythm gameplay across over 100 tracks.[64] Similarly, VR adaptations include Hatsune Miku VR for Oculus Quest, released on October 12, 2020, enabling immersive live performances and rhythm interactions using VOCALOID audio in a virtual stage environment.[65] Mobile implementations of Vocaloid, such as the Mobile VOCALOID Editor, feature reduced parameter controls and processing capabilities compared to desktop versions, limiting advanced features like full AI-driven synthesis to maintain performance on portable devices.[66] In October 2025, Yamaha released an updated subscription-based version of the Mobile VOCALOID Editor supporting the VOCALOID6 engine, available for iPhone and iPad, which includes offline vocal production tools compatible with newer voicebanks.[67]

Marketing and Promotion

Strategies and Partnerships

Vocaloid's pricing strategy has evolved to lower barriers for entry and encourage adoption among creators. The initial VOCALOID1 software, released in 2004, was positioned as professional-grade synthesis technology with voicebanks like Leon and Lola priced at premium levels to target music producers. By the time of VOCALOID6 in 2022, Yamaha introduced a freemium model, offering a free 31-day trial version that provides full access to the editor and select voicebanks, allowing users to test the AI-enhanced synthesis before purchase. Bundle deals have also become common, such as packages combining popular voicebanks like Hatsune Miku with the editor software, often discounted to around $150 during promotional periods to facilitate beginner experimentation.[2][68][6] Distribution channels shifted from physical boxed products in the early years—such as CD-ROM editions of VOCALOID1 and 2 voicebanks—to primarily digital downloads via Yamaha's official VOCALOID SHOP starting around 2009 with the NetVOCALOID SaaS model. Since 2019, digital sales have expanded through platforms like Steam for related titles, though core software remains anchored to the Yamaha site for direct control over licensing. Global localization supports this by maintaining dedicated English, Japanese, and Chinese-language versions of the official website, enabling seamless access to multilingual voicebanks and region-specific purchases.[2][46] Key partnerships have driven Vocaloid's commercial growth, beginning with Yamaha's collaboration with Zero-G Limited in 2004 for the English voicebanks Leon and Lola, marking an early Western focus that continued post-2010 with additional English releases like DEX. In 2007, Yamaha partnered exclusively with Crypton Future Media to develop Hatsune Miku as a VOCALOID2 voicebank, integrating it with Crypton's Piapro platform to foster user-generated content and community-driven promotion. Sega joined in 2008 for game adaptations, launching the Hatsune Miku: Project DIVA series in 2009 to leverage Vocaloid characters in rhythm games, expanding reach beyond software. By 2012, Universal Music Japan formed alliances for label deals, co-developing voicebanks like ARSLOID and releasing compilation albums such as VOCALOUD 00 to bridge Vocaloid with mainstream music distribution.[2][69][70][71] Marketing tactics emphasize accessibility and community engagement, including free demos showcased at industry events like NAMM and Musikmesse since 2003, with ongoing trial downloads to convert users. Crypton's Piapro platform, launched alongside Miku, encourages user-generated Vocaloid content through collaborative uploads of music, illustrations, and models under a permissive license, amplifying organic promotion. Seasonal sales further boost adoption, such as 20% discounts during milestone events like the VOCALOID 20th anniversary in 2024, often aligning with character-specific dates to drive bundled purchases. These efforts support global expansion, with Western emphasis via Zero-G's English libraries and Asian growth through Chinese voicebank support in VOCALOID3 onward, including integrations with platforms like Bilibili for content distribution in the 2020s.[2][72][70][73][2][74]

Events and Collaborations

Vocaloid's promotional landscape has been shaped by a series of high-profile events that highlight its virtual performers, particularly Hatsune Miku, through live concerts and interactive experiences. The Miku Expo, launched in 2014 by Crypton Future Media, serves as an annual world tour featuring 3D holographic performances of Miku and other Vocaloid characters across multiple continents. By 2025, the tour has expanded to include regions like Asia, with the 2025 Asia leg visiting eight cities including Bangkok, Hong Kong, Jakarta, Manila, Singapore, Kuala Lumpur, Taipei, and Seoul.[75][76] Complementing physical tours, virtual events emerged prominently during the COVID-19 era, with initiatives like MIKULAND, an official VR/AR amusement park for Hatsune Miku, debuting in 2021 to host interactive festivals and user communications in a digital space. These online gatherings, building on earlier virtual adaptations from 2020, allow global fans to engage with Vocaloid content through themed rides, performances, and merchandise shopping without physical attendance constraints.[77] In Japan, NicoNico Chokaigi has provided a consistent platform for Vocaloid since its inception in 2012, with dedicated booths and stages showcasing user-generated content and live demonstrations that underscore NicoNico's role in popularizing Hatsune Miku from its 2007 debut. Annual iterations feature Vocaloid-specific areas, including music performances and merchandise, fostering community-driven promotion.[78] Cross-industry collaborations have further amplified Vocaloid's reach, blending it with fashion and gaming. In 2012, Louis Vuitton partnered with Crypton Future Media for the opera "The End," designing outfits for Hatsune Miku that appeared in promotional visuals and performances, marking an early fusion of luxury fashion and virtual idols. More recently, Epic Games integrated Hatsune Miku into Fortnite Festival Season 7, launching on January 14, 2025, with in-game concerts and outfits.[79][80] Advancements in AI have also spotlighted Vocaloid, though specific 2023 Google demonstrations remain tied to broader voice synthesis explorations rather than direct partnerships; instead, Vocaloid's integration with AI retuning in software updates has been highlighted in industry discussions. Recent accolades include the 2025 Music Awards Japan Best Vocaloid Culture Song category, recognizing outstanding songs based on streaming and sales data from 2024.[81] Orchestral adaptations continue to elevate Vocaloid's artistic profile, as seen in the Hatsune Miku Symphony 2024 tour, which featured full orchestra performances of Miku songs by ensembles like the Kansai Philharmonic across venues such as Suntory Hall in Tokyo and Pacifico Yokohama from April to December 2024. These events blend classical instrumentation with Vocaloid vocals, attracting diverse audiences. In 2025, the Hatsune Miku JAPAN LIVE TOUR BLOOMING was announced, with performances scheduled in Osaka, Aichi, Fukuoka, Tokyo, and Kagawa from April to May.[82][83][84] Fan engagement drives much of Vocaloid's event ecosystem, with annual song contests organized by Crypton since around 2012, such as those tied to Miku Expo, inviting producers to submit original tracks for official adoption and performance. Augmented reality holograms enhance convention appearances, as at Anime Expo and Miku Expo tours, where Miku's projections interact with crowds, though some 2024 shows shifted to large screens for technical reasons.[85][86] Expanding into the metaverse, 2025 saw Roblox host unofficial yet endorsed-style Hatsune Miku concerts like SummerFest, featuring virtual stages and games that drew significant player participation, signaling Vocaloid's adaptation to immersive digital platforms. The Miku Expo series generates substantial revenue for Crypton, fueled by ticket sales, merchandise, and global licensing.[87]

Cultural Impact

Music and Production

Vocaloid software has predominantly shaped J-pop and electronic music genres, with early hits like "World is Mine" by ryo (supercell) in 2008 exemplifying its upbeat, character-driven style featuring Hatsune Miku's synthesized vocals.[88] This track, blending pop melodies with electronic production, became a cornerstone of the Vocaloid scene on platforms like Nico Nico Douga. Over time, the technology expanded into rock, as seen in Wowaka's "Rolling Girl" from 2010, which incorporated gritty guitar riffs and dynamic tempo shifts to convey emotional intensity through Miku's voice.[88] By the 2020s, Vocaloid influenced hip-hop and experimental blends, integrating AI-enhanced vocals with rap flows in tracks that fuse synthetic and rhythmic elements.[89] The production process with Vocaloid democratized music creation, allowing bedroom producers without traditional singing skills to craft professional-sounding tracks by inputting lyrics and melodies into digital audio workstations (DAWs). Tools like pitch correction, vibrato editing, and harmony layering enabled non-singers to produce polished songs, as demonstrated by producer Deco*27's workflow, where he composes in DAWs like those compatible with Vocaloid plugins before fine-tuning synthetic vocals.[90] By the early 2010s, Hatsune Miku had been featured in over 100,000 songs, many uploaded to Nico Nico Douga, fostering a peer-production model where fans collaboratively refined and distributed content.[91] Vocaloid's influence extends to hybrid human-synthetic tracks, reducing barriers in composition through AI-assisted features in versions like Vocaloid 6, which automates expressive vocal rendering. Producers such as Kenshi Yonezu began with Vocaloid in the late 2000s, creating hits under the alias Hachi before transitioning to solo human-vocal careers, bridging underground synth-pop to mainstream J-pop. Similarly, Kikuo has gained prominence with dark-themed electronic tracks using Vocaloid, achieving global streams through genre-blurring releases like those featuring Hatsune Miku, including a world tour concluding in Europe in early 2025. Recent trends show a 2025 surge in global remixes, with Vocaloid integrating seamlessly into pro DAWs via ARA2 compatibility for album production, as evidenced by top-charting songs on Niconico's mid-year rankings.[1][92][93][94]

Media and Fandom

Vocaloid characters, particularly Hatsune Miku, have made significant inroads into video games, anime, and films, extending the software's influence beyond music production. The Project DIVA series, developed by Sega in collaboration with Crypton Future Media, stands as a prominent example, launching in 2009 and continuing through titles like Project DIVA Mega Mix+ in 2021. This rhythm game franchise, featuring Vocaloid avatars in interactive performances, has achieved substantial commercial success, with domestic sales surpassing 2.5 million units in Japan by 2014 and individual entries like Project DIVA Future Tone exceeding 550,000 units worldwide by 2021.[95][96] In anime, Vocaloid characters frequently appear in cameo roles, enhancing cultural visibility. Hatsune Miku has featured in series such as Shinkansen Henkei Robo Shinkalion (2018), where she serves as a recurring guest character in mecha battles,[97] and Dropkick on My Devil! (2022–present), with multiple lively appearances across seasons, including interactions in comedic scenarios.[98] These integrations highlight Vocaloid's adaptability to narrative contexts, often as Easter eggs or supporting elements that nod to otaku subculture. Films have similarly incorporated Vocaloid, as seen in the 2020 Shinkalion THE ANIMATION movie, where Miku battles Godzilla in an unexpected crossover sequence, blending virtual idol aesthetics with kaiju action.[99] More prominently, the 2025 animated film Colorful Stage! The Movie: A Miku Who Can't Sing, based on the Hatsune Miku: Colorful Stage! game, centers Miku in a story about emotional connections through music, marking a dedicated theatrical exploration of her persona.[100] The Vocaloid fandom thrives through dedicated online communities and events, fostering creative expression and global connectivity. Platforms like Nico Nico Douga and Piapro serve as core hubs, where users upload original songs, illustrations, and rankings. In these communities, particularly on Nico Nico Douga and related sites, Vocaloid songs are commonly referred to as "ボカロ曲" (Bokaro-kyoku), a term that denotes songs created using Vocaloid or similar voice synthesis software, typically featuring the software as vocals but sometimes as instruments depending on the style. Nico Nico, in particular, hosts millions of Vocaloid-tagged videos, enabling community-voted charts and collaborative projects since the mid-2000s. International conventions, such as Miku Expo (formerly Miku Fest in the US starting 2015), bring fans together for live performances and merchandise, with events like the 2025 Asia tour drawing capacities up to 12,500 at venues like AsiaWorld-Arena in Hong Kong.[76] Vocaloid has also inspired the VTuber phenomenon, with pioneers like Kizuna AI (debuting 2016) drawing from Miku's virtual performer model, leading to a wave of AI-driven streamers who blend singing and interaction in live streams. Globally, Vocaloid content flourishes on video-sharing sites, with Western fan covers on YouTube amassing billions of cumulative views across popular tracks like "World is Mine" (over 100 million views). In China, Bilibili dominates as a key platform for Vocaloid uploads and danmaku-style interactions, hosting extensive libraries of user-generated animations and covers that rival Nico Nico in engagement. Fan art and modifications are amplified through MikuMikuDance (MMD), a free 3D modeling tool released in 2008, which allows users to create dance videos and mods featuring Vocaloid models, resulting in thousands of shared works on sites like DeviantArt and Bilibili. Emerging trends include virtual and metaverse performances, such as the 2025 Gundam Metaverse Live collaboration, where Hatsune Miku performed daily concerts attracting thousands of online participants, pushing boundaries in immersive entertainment.[101] Fans often develop expansive lore around characters like Miku, unbound by official canon due to Crypton's EULA, which encourages derivative works while prohibiting commercial exploitation without permission. This freedom has birthed intricate fan narratives shared via wikis and forums. Despite robust Asian engagement, Vocaloid's Western popularity waned after 2015 amid shifting music trends, with fewer new releases and declining search interest. A revival has occurred since 2023 via TikTok, where short-form covers and dances have introduced the software to younger audiences, boosting views on remixed tracks and sparking renewed fan art trends.[102]

Intellectual Property Rights

Yamaha Corporation, the developer of the Vocaloid software engine, holds key patents on its vocal synthesis technology, including US Patent No. 10,002,604 for a voice synthesizing method and apparatus that enables the generation of singing voices through parameter-based manipulation of phonetic elements.[103] This technology, introduced in 2003, forms the foundational intellectual property for Vocaloid's diphone-based synthesis, allowing users to create customizable vocal performances.[104] Voice libraries and associated characters are owned by third-party providers who license the Yamaha engine. For instance, Crypton Future Media Inc. owns the trademarks for Hatsune Miku, including registrations covering software for music creation and character-related merchandise.[105] Voice actors contribute samples under licensing agreements that grant providers rights to the processed voice IP, with actors like Saki Fujita providing the base recordings for Miku's voicebank through consented sampling sessions.[106] Disputes over intellectual property in Vocaloid often center on voice actor rights and unauthorized derivatives. Voice providers ensure actor consent for commercial and derivative uses via contracts, but tensions arise when extensions beyond original agreements—such as in fan-created content—are contested.[42] Fan art and merchandise lawsuits are infrequent but have occurred, typically involving trademark infringement rather than direct voice rights; for example, Crypton has enforced protections against counterfeit goods mimicking Miku's likeness.[107] Protections for Vocaloid IP are outlined in the End User License Agreement (EULA), which explicitly prohibits reverse engineering, decompiling, or extracting voice data from the software, as well as reselling, renting, or distributing the product or its components.[108] Violations, including bootleg distributions, are addressed through DMCA notices for takedowns of unauthorized online content, such as re-uploaded Vocaloid tracks from platforms like NicoNico to YouTube.[109] In Vocaloid 6, which integrates AI-assisted synthesis, the EULA grants users ownership of the synthesized singing outputs they create for commercial or non-commercial use, while retaining all intellectual property rights in the software and voicebanks with Yamaha.[108] It further prohibits using the product or its outputs to train competing AI models or develop similar technologies, addressing emerging concerns over generative content ownership.[108] Notable enforcement cases include Crypton's 2025 lawsuit against multiple entities for trademark infringement and counterfeiting of unauthorized Hatsune Miku merchandise, resolved through demands for cessation and damages to protect brand integrity.[107] Earlier instances, such as 2014 litigation over hologram technology patents, highlight ongoing efforts to safeguard synthesis innovations against infringement claims.

Usage Policies and Controversies

The usage policies for Vocaloid software permit users to create and utilize synthesized singing voices for both commercial and non-commercial purposes, as outlined in the end-user license agreement for VOCALOID6.[108] For derivative works involving associated characters, such as Hatsune Miku, the Piapro Character License applies, granting a non-exclusive, non-commercial license under Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0), which requires proper attribution to Crypton Future Media, Inc., including phrases like "Hatsune Miku © Crypton Future Media, INC. www.piapro.net" and a link to the license.[110] Commercial applications of these characters necessitate separate permission from Crypton Future Media, obtained via direct contact, to ensure compliance with intellectual property terms.[110] Additionally, the license explicitly prohibits depictions of characters in pornographic or excessively violent contexts without prior approval, aiming to maintain ethical standards in fan creations.[110] Common violations of these policies include software piracy, where unauthorized copies of Vocaloid voicebanks and editors are distributed, often through cracked versions that bypass licensing restrictions and pose risks like malware.[42] Such bootleg libraries undermine developer revenue and have been prevalent in regions with lax enforcement, including historical cases of widespread illegal distribution in China during the mid-2010s.[111] Fan-created modifications, such as those altering voice parameters beyond official capabilities, frequently occur with pirated software and violate non-transferable license terms, leading to lack of support and potential legal action.[112] More recently, debates have emerged around unauthorized use of Vocaloid voice samples for training generative AI models, raising concerns over consent and intellectual property in 2023 discussions on ethical AI practices in music synthesis.[113] As of 2025, the EU AI Act has introduced regulations on synthetic media in cultural sectors, amplifying concerns about voice cloning and aligning with Vocaloid's EULA restrictions on AI training data usage.[114] Ethical controversies surrounding Vocaloid center on the treatment of voice providers, whose recordings form the basis of voicebanks, with some actors maintaining anonymity to separate personal identities from virtual personas, prompting questions about recognition and compensation in an industry blending human input with technology.[115] The predominance of female-voiced characters, such as Hatsune Miku and Kagamine Rin, has also drawn scrutiny for potentially reinforcing gender stereotypes in virtual media, though users often experiment with gender-ambiguous tunings to challenge these norms.[116] On a positive note, Vocaloid's interface and synthesis capabilities have been praised in the 2020s for enhancing accessibility, enabling creators with disabilities to produce music independently by bypassing traditional vocal performance barriers and providing inclusive tools for self-expression.[117] To address ongoing issues, developers like Crypton Future Media have updated community guidelines alongside software releases, such as the 2025 advancements in Hatsune Miku NT Ver. 2 and Piapro Studio NT2, which reinforce non-commercial permissions while clarifying commercial pathways.[118] Provisions for amnesty on older fanworks have been extended in some cases, allowing non-commercial legacy content to remain under prior terms without retroactive enforcement, fostering continued community engagement.[119]

Political Applications

One notable instance of Vocaloid's application in politics occurred during Japan's 2010 House of Councillors election, when Democratic Party of Japan (DPJ) member Kenzo Fujisue incorporated Hatsune Miku's synthesized voice into the campaign song "We Are The One." The track aimed to appeal to younger voters by leveraging Miku's popularity among youth and otaku culture, but Crypton Future Media, the developer of the Miku voicebank, approved only the voice usage while explicitly rejecting the employment of her image or name to avoid direct endorsement. This selective permission underscored the boundaries of Vocaloid's licensing for political contexts.[120] The use drew significant backlash from online communities, particularly on platforms like 2channel (2ch), where users criticized it as "disgusting" and accused politicians of trivializing serious democratic processes by co-opting a virtual idol for electoral gain. Critics argued that such tactics dehumanized political engagement, reducing complex policy discussions to pop culture gimmicks and potentially alienating voters who viewed Miku as an apolitical entertainment figure. This incident prompted scrutiny of Vocaloid's End User License Agreement (EULA), which prohibits synthesized content with lyrics "against public policy" under its "appropriate use" clause, though no explicit ban on political applications exists; instead, it relies on case-by-case approvals to maintain brand integrity.[120][42] Beyond electoral campaigns, Vocaloid voices have appeared in activist contexts, such as protest songs addressing social issues, though these remain rare and often unofficial to evade licensing conflicts. For example, post-Fukushima antinuclear movements in 2011 saw independent creators experimenting with Vocaloid for thematic tracks, highlighting the technology's potential for grassroots expression while raising questions about IP boundaries in advocacy. These applications, tied loosely to broader usage policies, illustrate Vocaloid's occasional foray into political discourse without formal institutional support.[121] Overall, these cases have illuminated the challenges of deploying Vocaloid in politics, leading to clarifications from Crypton on selective licensing to balance creative freedom with commercial safeguards.[122]

Reception

Critical Analysis

Early versions of Vocaloid, particularly V1 and V2 released in the mid-2000s, faced criticism for their distinctly robotic timbre and restricted emotional range, which made synthesized vocals sound mechanical and unnatural without extensive manual adjustments. Professional audio discussions from the era highlighted the need for laborious tuning to mitigate these limitations, as the synthesis engine prioritized flexibility over realism, resulting in low-quality, synthetic outputs that lacked the nuances of human singing.[123] This perception positioned early Vocaloid as more of a novelty tool for electronic music producers rather than a viable substitute for live vocals.[124] Subsequent iterations have garnered positive reception for enhanced accessibility and sonic advancements, with Vocaloid 6's AI-based engine enabling more natural intonation, vibrato, and rhythm.[1] User feedback on related software and games, such as the Hatsune Miku: Project Diva series, averages around 75/100 on Metacritic, where commenters frequently note a steep learning curve offset by substantial boosts in creative experimentation and customization.[125] Ongoing debates center on Vocaloid's artistic authenticity, particularly through posthuman vocal frameworks that interrogate how synthesized voices blur human-machine boundaries and redefine musical expression. Academic analyses portray Vocaloid as a posthuman instrument that challenges conventional notions of vocal performance, raising questions about emotional genuineness in collaborative, virtual creations like those featuring Hatsune Miku.[126] Critics also point to an over-reliance on Miku as the flagship character, prompting calls for greater diversity in voice banks and avatars to better represent varied cultural and gender identities within the ecosystem.[127] Scholarly discourse further links Vocaloid to broader AI ethics concerns, examining issues of consent in voice synthesis and the implications for artistic labor in an era of automated music tools.[128] Comparisons to Auto-Tune underscore these tensions, with both technologies critiqued for gendering vocal manipulation—Auto-Tune for correcting live performances and Vocaloid for generating entirely synthetic ones—yet Vocaloid's full synthesis invites deeper scrutiny of posthuman identity in pop music.[129]

Commercial Performance

Vocaloid's commercial success is primarily driven by software sales of voice libraries, which peaked during the Vocaloid 2 era from 2007 to 2010, with flagship voicebank Hatsune Miku achieving over 40,000 units sold in its debut year alone.[130] By 2012, the Hatsune Miku series had generated more than 10 billion yen (approximately $120 million USD) in cumulative revenue from software and related products.[130] In Japan, the Vocaloid software market was valued at approximately ¥330 million as of 2023.[131] The release of Vocaloid 6 in 2022 marked a resurgence, bolstered by AI enhancements that improved synthesis quality.[131] Revenue streams for Vocaloid include voice library sales and merchandise, with the Hatsune Miku series contributing significantly through bundled editions, upgrades, live events, and collaborations. For instance, Hatsune Miku-themed live performances and merchandise tie-ins have driven high-margin sales. Regionally, Japan dominates the market, fueled by platforms like NicoNico where user-generated content thrives, while China has shown growth in virtual singer engagement via Bilibili.[132] In contrast, the Western market has remained limited to niche producer communities and sporadic game releases since 2015. Partnerships, particularly with Sega on the Hatsune Miku: Project DIVA franchise, have amplified impact, with the series reaching over 2.5 million units sold in Japan as of 2014.[95] Recent trends indicate a shift toward subscription models, as seen in the October 2025 launch of the subscription version of the Mobile VOCALOID Editor.[29] Integration of AI in Vocaloid 6 has enhanced expressiveness and attracted new creators in emerging markets.[1]

References

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