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Koichi Morita, Senior General Manager of Research and Development Division, Technology Unit, Yamaha Corporation, says “We believe it was the Yamaha technologies and sensibilities cultivated over 130 years of developing and producing musical instruments and audio equipment which enabled us to successfully capture the essence of her singing. According to her official website, flower is described as a kuudere. She will be capable of speaking and singing. These Yamaha technologies incorporated a relatively new and rapidly developing type of AI known as deep learning to tackle the challenge of bringing back one of Japan's foremost late singers using modern technology. flower Product VOCALOID3 Originals flower is an upcoming Japanese CeVIO AI voicebank by Gynoid Co., Ltd. Every advance in innovation results in better text-to-speech products for you. We are partnering with businesses to bring our cutting-edge technology to everyday life. The singing source data used for machine learning included background musical accompaniment, but Yamaha's accompaniment suppression technology allowed for the generation of high-quality machine learning data to further improve the quality of the singing voice. Until recently, text-to-speech technology was not known for innovation. Some of them may go on to become UTAUloids. Original characters are usually written for storytelling purposes and may or may not interact with other official or Fanmade Vocaloids. Actual recordings of the artist's songs and speech made while she was still alive were used as machine learning data to reproduce her singing. VOCALOID:AI is a singing synthesis technology that uses deep learning to analyze singing characteristics such as tone and expression within recordings of singing by a predetermined vocalist in any language, and can synthesize singing which includes the unique mannerisms and nuances of that vocalist with any melodies and lyrics. Vocaloid Original is a VOCALOID character that is a Fanmade but does not have a declared base of derivation, and is seen as an independent character. Yamaha's role in the project was to use its VOCALOID:AI technology to faithfully reproduce Hibari Misora's characteristic singing voice and speech for the live performance. Using cutting-edge 4K 3D video to reproduce her likeness, Hibari Misora took the stage and dazzled viewers with her rendition of the new song. The NHK-led project, which Yamaha assisted with, set out to use modern AI (artificial intelligence) technology to present a live performance of a new song by Hibari Misora-an illustrious entertainer who long stood at the forefront of popular music in Japan-to commemorate the 30th anniversary of her passing.