Attention is All You Need in Speech Separation

Attention is All You Need in Speech Separation

25 October 2020

Mirco Ravanelli

Samuele Cornell

Papers citing "Attention is All You Need in Speech Separation"

19 / 219 papers shown

Title
Continuous Speech Separation with Recurrent Selective Attention Network Yixuan Zhang Zhuo Chen Jian Wu Takuya Yoshioka Peidong Wang Zhong Meng Jinyu Li BDL 11 7 0 28 Oct 2021
Separating Long-Form Speech with Group-Wise Permutation Invariant Training Wangyou Zhang Zhuo Chen Naoyuki Kanda Shujie Liu Jinyu Li ... Takuya Yoshioka Xiong Xiao Zhong Meng Y. Qian Furu Wei VLM 11 6 0 27 Oct 2021
REAL-M: Towards Speech Separation on Real Mixtures Cem Subakan Mirco Ravanelli Samuele Cornell François Grondin 22 17 0 20 Oct 2021
Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method Chenyang Gao Yue Gu I. Marsic 38 0 0 20 Oct 2021
Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain Zengwei Yao Wenjie Pei Fanglin Chen Guangming Lu David C. Zhang 19 12 0 10 Oct 2021
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Ali Aroudi Stefan Uhlich M. Font ViT 21 5 0 08 Oct 2021
FastMVAE2: On improving and accelerating the fast variational autoencoder-based source separation algorithm for determined mixtures Li Li Hirokazu Kameoka S. Makino DRL 29 8 0 28 Sep 2021
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation Zhong-Qiu Wang G. Wichern Jonathan Le Roux 14 31 0 16 Aug 2021
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Yuma Koizumi Shigeki Karita Scott Wisdom Hakan Erdogan J. Hershey Llion Jones M. Bacchiani 19 41 0 30 Jun 2021
Online Self-Attentive Gated RNNs for Real-Time Speaker Separation Ori Kabeli Yossi Adi Zhenyu Tang Buye Xu Anurag Kumar 12 2 0 25 Jun 2021
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 10 751 0 08 Jun 2021
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data Efthymios Tzinis Jonah Casebeer Zhepei Wang Paris Smaragdis FedML 24 19 0 11 May 2021
MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation Xiyun Li Yong-mei Xu Meng Yu Shi-Xiong Zhang Jiaming Xu Bo Xu Dong Yu 14 14 0 17 Apr 2021
Configurable Privacy-Preserving Automatic Speech Recognition Ranya Aloufi Hamed Haddadi David E. Boyle 19 10 0 01 Apr 2021
A Practical Survey on Faster and Lighter Transformers Quentin Fournier G. Caron Daniel Aloise 14 93 0 26 Mar 2021
Compute and memory efficient universal sound source separation Efthymios Tzinis Zhepei Wang Xilin Jiang Paris Smaragdis 18 40 0 03 Mar 2021
TransMask: A Compact and Fast Speech Separation Model Based on Transformer Zining Zhang Bingsheng He Zhenjie Zhang 21 21 0 19 Feb 2021
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 62 280 0 28 Jul 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020