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

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

24 February 2022

Samuele Cornell

Wangyou Zhang

Shinji Watanabe

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

18 / 18 papers shown

Title
Joint Beamforming and Speaker-Attributed ASR for Real Distant-Microphone Meeting Transcription Can Cui Imran A. Sheikh Mostafa Sadeghi Emmanuel Vincent 29 0 0 29 Oct 2024
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses Zhongweiyang Xu Ali Aroudi Ke Tan Ashutosh Pandey Jung-Suk Lee Buye Xu Francesco Nesta 24 1 0 12 Aug 2024
TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement Kohei Saijo G. Wichern François G. Germain Zexu Pan Jonathan Le Roux 35 7 0 06 Aug 2024
ctPuLSE: Close-Talk, and Pseudo-Label Based Far-Field, Speech Enhancement Zhong-Qiu Wang 20 1 0 28 Jul 2024
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement Wangyou Zhang Robin Scheibler Kohei Saijo Samuele Cornell Chenda Li ... Jan Pirklbauer Marvin Sach Shinji Watanabe Tim Fingscheidt Yanmin Qian VLM 35 6 0 07 Jun 2024
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement Wangyou Zhang Kohei Saijo Jee-weon Jung Chenda Li Shinji Watanabe Yanmin Qian 30 4 0 06 Jun 2024
Improving Design of Input Condition Invariant Speech Enhancement Wangyou Zhang Jee-weon Jung Shinji Watanabe Yanmin Qian AAML 26 2 0 25 Jan 2024
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement Tsun-An Hsieh Jacob Donley Daniel D. E. Wong Buye Xu Ashutosh Pandey 22 2 0 15 Jan 2024
LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models Chi-Chang Lee Hong-Wei Chen Chu-Song Chen Hsin-Min Wang Tsung-Te Liu Yu Tsao 14 1 0 28 Nov 2023
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch Jeff Hwang Moto Hira Caroline Chen Xiaohui Zhang Zhaoheng Ni ... Yumeng Tao Robin Scheibler Samuele Cornell Sean Kim Stavros Petridis 38 22 0 27 Oct 2023
Toward Universal Speech Enhancement for Diverse Input Conditions Wangyou Zhang Kohei Saijo Zhong-Qiu Wang Shinji Watanabe Yanmin Qian VLM 22 18 0 29 Sep 2023
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation Yoshiki Masuyama Xuankai Chang Wangyou Zhang Samuele Cornell Zhongqiu Wang Nobutaka Ono Y. Qian Shinji Watanabe 28 6 0 23 Jul 2023
Multi-Channel Target Speaker Extraction with Refinement: The WavLab Submission to the Second Clarity Enhancement Challenge Samuele Cornell Zhongqiu Wang Yoshiki Masuyama Shinji Watanabe Manuel Pariente Nobutaka Ono 11 12 0 15 Feb 2023
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem Andong Li Guochen Yu C. Zheng Wenzhe Liu Xiaodong Li 35 10 0 30 Nov 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 21 119 0 22 Nov 2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding Yen-Ju Lu Xuankai Chang Chenda Li Wangyou Zhang Samuele Cornell ... Robin Scheibler Zhong-Qiu Wang Yu Tsao Y. Qian Shinji Watanabe VLM 19 28 0 19 Jul 2022
Learning Filterbanks for End-to-End Acoustic Beamforming Samuele Cornell Manuel Pariente François Grondin S. Squartini 30 7 0 08 Nov 2021
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement Zhong-Qiu Wang G. Wichern Jonathan Le Roux 97 15 0 01 Oct 2021