Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge

24 February 2022

Wangyou Zhang

Papers citing "Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge"

22 / 22 papers shown

Title
L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment E. Guizzo Christian Marinoni Marco Pennese Xinlei Ren Xiguang Zheng Chen Zhang Bruno Masiero A. Uncini Danilo Comminiello 96 54 0 21 Feb 2022
How Bad Are Artifacts?: Analyzing the Impact of Speech Enhancement Errors on ASR Kazuma Iwamoto Tsubasa Ochiai Marc Delcroix Rintaro Ikeshita Hiroshi Sato S. Araki S. Katagiri 70 62 0 18 Jan 2022
Learning Filterbanks for End-to-End Acoustic Beamforming Samuele Cornell Manuel Pariente François Grondin S. Squartini 54 7 0 08 Nov 2021
Hybrid Spectrogram and Waveform Source Separation Alexandre Défossez 75 174 0 05 Nov 2021
Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions Wangyou Zhang Jing Shi Chenda Li Shinji Watanabe Y. Qian 79 24 0 27 Oct 2021
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 229 15 0 01 Oct 2021
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 82 33 0 16 Aug 2021
On The Compensation Between Magnitude and Phase in Speech Separation Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 67 74 0 11 Aug 2021
ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration Chenda Li Jing Shi Wangyou Zhang Aswin Shanmugam Subramanian Xuankai Chang ... Moto Hira Tomoki Hayashi Christoph Boeddeker Zhuo Chen Shinji Watanabe VLM 86 82 0 07 Nov 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 54 90 0 04 Oct 2020
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 97 466 0 01 Oct 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 71 597 0 01 Aug 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 295 5,837 0 20 Jun 2020
Multi-Microphone Complex Spectral Mapping for Speech Dereverberation Zhong-Qiu Wang DeLiang Wang 54 63 0 04 Mar 2020
Channel-Attention Dense U-Net for Multichannel Speech Enhancement Bahareh Tolooshams Ritwik Giri Andrew H. Song Umut Isik A. Krishnaswamy 61 86 0 30 Jan 2020
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing Yi Luo Enea Ceolini Cong Han Shih-Chii Liu N. Mesgarani 53 151 0 29 Sep 2019
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks Changle Liu Sze-Wei Fu You-Jin Li Jen-Wei Huang Hsin-Min Wang Yu Tsao 65 50 0 26 Sep 2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 67 84 0 03 Sep 2019
A unified convolutional beamformer for simultaneous denoising and dereverberation Tomohiro Nakatani K. Kinoshita 47 74 0 20 Dec 2018
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 153 1,204 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 162 1,795 0 20 Sep 2018
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 84 1,374 0 24 Aug 2017