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20172023
most citedStatistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization

137 citations · 256 across the 24 of their papers we have counts for

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2 papers · 1 filter

cs.SD2023

Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders

Hao Shi, Kazuki Shimada, Masato Hirano +6

Diffusion-based generative speech enhancement (SE) has recently received attention, but reverse diffusion remains time-consuming. One solution is to initialize the reverse diffusio…

cs.SD2023

Time-domain Speech Enhancement Assisted by Multi-resolution Frequency Encoder and Decoder

Hao Shi, Masato Mimura, Longbiao Wang +2

Time-domain speech enhancement (SE) has recently been intensively investigated. Among recent works, DEMUCS introduces multi-resolution STFT loss to enhance performance. However, so…