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Yi Deng

2 accepted papers

2022

MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling

ICLR 2022oral

Musical expression requires control of both what notes that are played, and how they are performed. Conventional audio synthesizers provide detailed expressive controls, but at the cost of realism. Black-box neural audio synthesis and concatenative samplers can produce realistic audio, but have few…

2021

Rule-Embedded Network for Audio-Visual Voice Activity Detection in Live Musical Video Streams

ICASSP 2021accepted

Detecting anchor’s voice in live musical streams is an important preprocessing step for music and speech signal processing. Existing approaches to voice activity detection (VAD) primarily rely on audio, however, audio-based VAD is difficult to effectively focus on the target voice in noisy environme…

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