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Speech Dereverberation

5 papers with code · Speech
Subtask of Speech Enhancement

Removing reverberation from audio signals

Benchmarks

Greatest papers with code

Real-time Single-channel Dereverberation and Separation with Time-domainAudio Separation Network

ISCA Interspeech 2018 mpariente/asteroid

We investigate the recently proposed Time-domain Audio Sep-aration Network (TasNet) in the task of real-time single-channel speech dereverberation.

DENOISING SPEECH DEREVERBERATION SPEECH SEPARATION

Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition

27 Mar 2018wangkenpu/rsrgan

First, we study the effectiveness of different dereverberation networks (the generator in GAN) and find that LSTM leads a significant improvement as compared with feed-forward DNN and CNN in our dataset.

ROBUST SPEECH RECOGNITION SPEECH DEREVERBERATION

Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks

Interspeech 2020 ykoyama58/tcnse

Recently, deep neural networks (DNNs) have been successfully used for speech enhancement, and DNN-based speech enhancement is becoming an attractive research area.

SPEECH DEREVERBERATION