Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation

1 March 2021

Papers citing "Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation"

23 / 23 papers shown

Title
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 73 285 0 28 Jul 2020
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Hyeong-Seok Choi Hoon Heo Jie Hwan Lee Kyogu Lee 63 19 0 01 Jun 2020
Voice Separation with an Unknown Number of Multiple Speakers Eliya Nachmani Yossi Adi Lior Wolf 54 175 0 29 Feb 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 78 263 0 20 Feb 2020
End-to-end training of time domain audio separation and recognition Thilo von Neumann K. Kinoshita Lukas Drude Christoph Boeddeker Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 55 34 0 18 Dec 2019
Mixup-breakdown: a consistency training method for improving generalization of speech separation models Max W. Y. Lam Jun Wang Dan Su Dong Yu 56 22 0 28 Oct 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 70 770 0 14 Oct 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 54 158 0 25 Apr 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 192 3,724 0 09 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 150 1,783 0 20 Sep 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 128 595 0 08 Jun 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 131 3,720 0 21 May 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 119 124 0 26 Apr 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 86 4,789 0 04 Mar 2018
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 69 628 0 01 Nov 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 49 755 0 14 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 628 130,942 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 55 725 0 18 Mar 2017
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 87 854 0 01 Jul 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 60 1,317 0 18 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.6K 76,917 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014