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| Name | Creating Your Own Singing Voice Synthesizer: Overcoming Data Collection Challenges - Matthew Rice |
| Video Uploader | Video From ADC - Audio Developer Conference |
| Upload Date | This Video Uploaded At 01-08-2023 14:00:08 |
| Video Discription | Join Us For ADC23 - London - 13-15 November 2023 More Info: https://audio.dev/ @audiodevcon Creating Your Own Singing Voice Synthesizer: Overcoming Data Collection Challenges - Matthew Rice - ADCx SF While singing voice synthesizers have existed for decades, recent deep-learning-based products (Sinsy, Vocaloid) have greatly improved the quality of the results. However, these systems provide only a limited number of pre-trained "voices" based on proprietary datasets. Luckily, open-source systems (NNSVS, OpenUtau, VISinger, DiffSinger) exist, allowing users to use custom datasets to create a singing voice synthesizer. Unfortunately, creating the necessary datasets is a time-consuming process that requires collecting phoneme-level timing and other data points. As a result, few public datasets are available, and those that do exist are mostly restricted to Mandarin Chinese and Japanese. In this talk, I will demonstrate several approaches to collecting this data, from manual labeling to fully automated procedures, making it easier for everyone to create their own personalized singing voice synthesizers. Slides: https://data.audio.dev/talks/ADCxSF/2023/creating-your-own-singing-voice-synthesizer/slides.pdf _ Matthew Rice Matthew Rice is a master's student at Queen Mary University of London, studying Sound and Music Computing with a focus on music production applications of deep learning. Previously, Matthew was at startup Mayk as a software engineer, working on both the audio engine and audio research teams. Matthew also has experience in digital hardware and embedded systems, having worked at Qualcomm designing PMICs and audio codec drivers. Edited by Digital Medium Ltd - online.digital-medium.co.uk _ Organized and produced by JUCE: https://juce.com/ _ Special thanks to the ADC Team: Sophie Carus Derek Heimlich Andrew Kirk Bobby Lombardi Tom Poole Ralph Richbourg Jim Roper Jonathan Roper #audiodevcon #audiodev #synthesizer x7pWgrXNsbo |
| Category | Science & Technology |
| Tags | ADC | Audio Dev | audio | audio developer conference | audio dev | sound dev | music dev | audio dev talk | sound design | audio coding | audio processing | voice synthesizer | open source voice synthesizer | NNSVS | OpenUtau | VISinger | DiffSinger | Creating Your Own Singing Voice Synthesizer | how to make a voice synthesizer | voice synthesis | voice synthesizer singing | matthew rice | singing voice synthesizer | open source voice synthesis | how to make a voice dataset | voice dataset | ADCx | ADCx SF |
