4 papers
VIOLET: High-Fidelity Violin Synthesis with Techniques and Dynamics
Baotong Tian, Cynthia Lu, Vincent K. M. Cheung +3
Neural synthesis for musical instruments has the potential to revolutionize current practices that use concatenative synthesis and a sample library. However, most research focused…
Conan: A Chunkwise Online Network for Zero-Shot Adaptive Voice Conversion
Yu Zhang, Baotong Tian, Zhiyao Duan
Zero-shot online voice conversion (VC) holds significant promise for real-time communications and entertainment. However, current VC models struggle to preserve semantic fidelity u…
PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing
You Zhang, Baotong Tian, Lin Zhang +1
Neural speech editing enables seamless partial edits to speech utterances, allowing modifications to selected content while preserving the rest of the audio unchanged. This useful…
Fast Shapley Value Estimation: A Unified Approach
Borui Zhang, Baotong Tian, Wenzhao Zheng +2
Shapley values have emerged as a widely accepted and trustworthy tool, grounded in theoretical axioms, for addressing challenges posed by black-box models like deep neural networks…