Search Results for author: Xiao-Ying Zhao

Found 2 papers, 0 papers with code

Speech Enhancement with Multi-granularity Vector Quantization

no code implementations16 Feb 2023 Xiao-Ying Zhao, Qiu-Shi Zhu, Jie Zhang

With advances in deep learning, neural network based speech enhancement (SE) has developed rapidly in the last decade.

Denoising Quantization +2

Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization

no code implementations28 Sep 2022 Xiao-Ying Zhao, Qiu-Shi Zhu, Jie Zhang

Specifically, the encoder and bottleneck layer of the DEMUCS model are initialized using the self-supervised pretrained WavLM model, the convolution in the encoder is replaced by causal convolution, and the transformer encoder in the bottleneck layer is based on causal attention mask.

Denoising Quantization +1

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