TransMask: A Compact and Fast Speech Separation Model Based on Transformer

19 February 2021

Papers citing "TransMask: A Compact and Fast Speech Separation Model Based on Transformer"

18 / 18 papers shown

Title
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 95 561 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 56 130 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 85 286 0 28 Jul 2020
Asteroid: the PyTorch-based audio source separation toolkit for researchers Manuel Pariente Samuele Cornell Joris Cosentino S. Sivasankaran Efthymios Tzinis ... Juan M. Martín-Donas David Ditter Ariel Frank Antoine Deleforge Emmanuel Vincent 68 155 0 08 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 176 4,090 0 10 Apr 2020
Transformer-based Acoustic Modeling for Hybrid Speech Recognition Yongqiang Wang Abdel-rahman Mohamed Duc Le Chunxi Liu Alex Xiao ... Xiaohui Zhang Frank Zhang Christian Fuegen Geoffrey Zweig M. Seltzer 52 249 0 22 Oct 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 86 771 0 14 Oct 2019
Transformers without Tears: Improving the Normalization of Self-Attention Toan Q. Nguyen Julian Salazar 88 231 0 14 Oct 2019
R-Transformer: Recurrent Neural Network Enhanced Transformer Z. Wang Yao Ma Zitao Liu Jiliang Tang ViT 68 106 0 12 Jul 2019
Transformers with convolutional context for ASR Abdel-rahman Mohamed Dmytro Okhonko Luke Zettlemoyer 56 168 0 26 Apr 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 61 158 0 25 Apr 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 129 1,908 0 23 Apr 2019
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 159 1,794 0 20 Sep 2018
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 73 629 0 01 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 722 132,199 0 12 Jun 2017
Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks Morten Kolbaek Dong Yu Zheng-Hua Tan Jesper Jensen 57 726 0 18 Mar 2017
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 172 5,037 0 27 Jun 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 62 1,319 0 18 Aug 2015