Efficient Integration of Multi-channel Information for
Speaker-independent Speech Separation

Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation

23 May 2020

Yuichiro Koyama

Oluwafemi Azeez

Bhiksha Raj

Papers citing "Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation"

18 / 18 papers shown

Title
On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 53 46 0 11 Nov 2020
CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings Shinji Watanabe Michael I. Mandel Jon Barker Emmanuel Vincent Ashish Arora ... Emmanuel Vincent Shota Horiguchi Naoyuki Kanda Takuya Yoshioka Neville Ryant 22 298 0 20 Apr 2020
WHAMR!: Noisy and Reverberant Single-Channel Speech Separation Matthew Maciejewski Gordon Wichern E. McQuinn Jonathan Le Roux 27 182 0 22 Oct 2019
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing Yi Luo Enea Ceolini Cong Han Shih-Chii Liu N. Mesgarani 35 149 0 29 Sep 2019
End-to-End Multi-Channel Speech Separation Rongzhi Gu Jian Wu Shi-Xiong Zhang Lianwu Chen Yong-mei Xu Meng Yu Dan Su Yuexian Zou Dong Yu 31 77 0 15 May 2019
Differentiable Consistency Constraints for Improved Deep Speech Enhancement Scott Wisdom J. Hershey K. Wilson J. Thorpe Michael Chinen Brian Patton Rif A. Saurous 24 119 0 20 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 109 1,772 0 20 Sep 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 58 4,759 0 04 Mar 2018
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 52 626 0 01 Nov 2017
Speaker-independent Speech Separation with Deep Attractor Network Yi Luo Zhuo Chen N. Mesgarani 32 247 0 12 Jul 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 985 20,692 0 17 Apr 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 42 725 0 18 Mar 2017
Temporal Convolutional Networks for Action Segmentation and Detection Colin S. Lea Michael D. Flynn René Vidal A. Reiter Gregory Hager 69 1,478 0 16 Nov 2016
Temporal Convolutional Networks: A Unified Approach to Action Segmentation Colin S. Lea René Vidal A. Reiter Gregory Hager 54 747 0 29 Aug 2016
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 51 429 0 07 Jul 2016
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 61 854 0 01 Jul 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 31 1,316 0 18 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 227 149,474 0 22 Dec 2014

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