On Time Domain Conformer Models for Monaural Speech Separation in Noisy
Reverberant Acoustic Environments

On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments

9 October 2023

William Ravenscroft

Thomas Hain

Papers citing "On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments"

17 / 17 papers shown

Title
MossFormer: Pushing the Performance Limit of Monaural Speech Separation using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions Shengkui Zhao Bin Ma 73 54 0 23 Feb 2023
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation William Ravenscroft Stefan Goetze Thomas Hain 45 6 0 17 May 2022
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation William Ravenscroft Stefan Goetze Thomas Hain 24 8 0 13 Apr 2022
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 75 764 0 08 Jun 2021
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 95 557 0 25 Oct 2020
Continuous Speech Separation with Conformer Sanyuan Chen Yu-Huan Wu Zhuo Chen Jian Wu Jinyu Li Takuya Yoshioka Chengyi Wang Shujie Liu M. Zhou 54 127 0 13 Aug 2020
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 73 286 0 28 Jul 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 220 3,131 0 16 May 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 80 263 0 20 Feb 2020
A Multi-Phase Gammatone Filterbank for Speech Separation via TasNet David Ditter Timo Gerkmann 40 58 0 25 Oct 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 80 770 0 14 Oct 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 145 1,194 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 156 1,786 0 20 Sep 2018
Group Normalization Yuxin Wu Kaiming He 228 3,654 0 22 Mar 2018
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning Stefan Elfwing E. Uchibe Kenji Doya 133 1,723 0 10 Feb 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 410 10,482 0 21 Jul 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,661 0 03 Jul 2012