Search Results for author: Ruizhe Cao

Found 2 papers, 2 papers with code

CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement

2 code implementations22 Sep 2022 Sherif Abdulatif, Ruizhe Cao, Bin Yang

Convolution-augmented transformers (Conformers) are recently proposed in various speech-domain applications, such as automatic speech recognition (ASR) and speech separation, as they can capture both local and global dependencies.

Audio Super-Resolution Automatic Speech Recognition +7

CMGAN: Conformer-based Metric GAN for Speech Enhancement

1 code implementation28 Mar 2022 Ruizhe Cao, Sherif Abdulatif, Bin Yang

The estimation of magnitude and complex spectrogram is decoupled in the decoder stage and then jointly incorporated to reconstruct the enhanced speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

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