ĭNN is a technology that has gained popularity since 2013. Ī lot of results are based on feedback from those familiar from the vocalist and trial and error of different models. Also, though the technology is listed as "VOCALOID:AI", Yamaha was not sure if it would become its own product and it carried "VOCALOID" because of being in an early prototype stage. The process of Deep Learning took place over time, but it was noted that it could learn the basics of the voice within a few hours without the GPU. The voice created is a result of the AI learning the timbre and singing style it even picks up on the singer's nuisances. To be able to use this technology, data must be collected in advance, with bad data results having to be filtered out. The AI learns the traits of the vocalist and mimicks them to give a one-off performance as a real singer would in a live performance. This included adaptation of his son's vocal samples to sound more like his father.
Note For comparison, to make Ueki-loid Ueki's son Kouichi had provided any missing information when all other data from taken from his father's vocal performances didn't have the full data. This meant there is no need to cut samples and feed them into Vocaloid. Since you could not record new samples for her, a different approach was adopted an AI was used instead called "DDN" (Deep neural networks, a part of AI Deep Learning processing). In an ITmedia article it noted that you can't record any new samples for Misora Hibari. GobouP noticed the editor version used was VOCALOID3 or VOCALOID4 and the voice being adapted by VOCALOID:AI was VY1. The process is known as " Deep learning", it can learn the traits of a singer over time. The technology is developed to run alongside 4K/3D images of the singer. The software as it suggests uses artificial intelligence to achieve its results. While "VOCALOID" embraces all of Yamaha's singing technology, "VOCALOID:AI" refers to specifically the develop of voice synthesizer technology branch that involves AI.Īlongside the voice a 3D image was used to represent Misora Hibari VOCALOID:AI is a "live" performance technology that allows for VOCALOID to be used as a "live" singer.