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Chin-Yun Yu

Chin-Yun

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Project title: Neural Audio Synthesis with Expressiveness Control 

C4DM theme affiliation: Audio Engineering, Music Informatics, Sound Synthesis. 

Abstract: This project will be focused on a prospective methodology for Neural Audio Synthesis, where the objective is to leverage prior knowledge and understanding about audio expression to build a neural audio synthesis framework with high controllability on expressiveness. More specifically, this project aims for a neural audio synthesizer that achieves the control over audio expression from fine-grained to coarse levels of information. The expected contributions include:  

  • introducing controllability over the non-harmonic acoustic components within the Differential Digital Signal Processing (DDSP) framework. 
  • leveraging extracted audio representations for efficient and robust style transfer. 
  • addressing the disentanglement of expression with respect to different time scales. 
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