Unsupervised Speech Enhancement Based on Multichannel NMF-Informed
Beamforming for Noise-Robust Automatic Speech Recognition

v1v2 (latest)

Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition

22 March 2019

Katsutoshi Itoyama

Kazuyoshi Yoshii

Tatsuya Kawahara

ArXiv (abs)PDF HTML

Papers citing "Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition"

11 / 11 papers shown

Title
Mel-McNet: A Mel-Scale Framework for Online Multichannel Speech Enhancement Yujie Yang Bing Yang Xiaofei Li 22 0 0 26 May 2025
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement Wenze Ren Haibin Wu Yi-Cheng Lin Xuanjun Chen Rong-Yu Chao Kuo-Hsuan Hung You-Jin Li Wen-Yuan Ting Hsin-Min Wang Yu Tsao Mamba 106 0 0 16 Sep 2024
Can all variations within the unified mask-based beamformer framework achieve identical peak extraction performance? Atsuo Hiroe Katsutoshi Itoyama Kazuhiro Nakadai 104 0 0 22 Jul 2024
McNet: Fuse Multiple Cues for Multichannel Speech Enhancement Yujie Yang Changsheng Quan Xiaofei Li 85 24 0 16 Nov 2022
DNN-Free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online FastMNMF Aditya Arie Nugraha Kouhei Sekiguchi Mathieu Fontaine Yoshiaki Bando Kazuyoshi Yoshii 49 0 0 22 Jul 2022
Inter-channel Conv-TasNet for multichannel speech enhancement Dongheon Lee Seongrae Kim Jung-Woo Choi 45 12 0 08 Nov 2021
Lightweight Speech Enhancement in Unseen Noisy and Reverberant Conditions using KISS-GEV Beamforming Thomas Bernard Franccois Grondin 31 0 0 06 Oct 2021
ODAS: Open embeddeD Audition System François Grondin Dominic Létourneau Cédric Godin Jean-Samuel Lauzon Jonathan Vincent Simon Michaud Samuel Faucher François Michaud 54 19 0 05 Mar 2021
Consistency-aware multi-channel speech enhancement using deep neural networks Yoshiki Masuyama M. Togami Tatsuya Komatsu 54 8 0 14 Feb 2020
Channel-Attention Dense U-Net for Multichannel Speech Enhancement Bahareh Tolooshams Ritwik Giri Andrew H. Song Umut Isik A. Krishnaswamy 67 87 0 30 Jan 2020
Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement Zhong-Qiu Wang Hakan Erdogan Scott Wisdom K. Wilson Desh Raj Shinji Watanabe Zhuo Chen J. Hershey 69 1 0 18 Nov 2019