Single-Channel Multi-Speaker Separation using Deep Clustering

7 July 2016

Papers citing "Single-Channel Multi-Speaker Separation using Deep Clustering"

27 / 77 papers shown

Title
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 11 184 0 08 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 586 0 30 Apr 2019
Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering Gene-Ping Yang Chao-I Tuan Hung-yi Lee Lin-Shan Lee 20 25 0 16 Apr 2019
Time Domain Audio Visual Speech Separation Jian Wu Yong-mei Xu Shi-Xiong Zhang Lianwu Chen Meng Yu Lei Xie Dong Yu 25 114 0 07 Apr 2019
Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss Chenglin Xu Wei Rao Chng Eng Siong Haizhou Li 37 53 0 24 Mar 2019
Low-Latency Deep Clustering For Speech Separation Shanshan Wang Gaurav Naithani Tuomas Virtanen 14 14 0 19 Feb 2019
FurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation Ziqiang Shi Huibin Lin L. Liu Rujie Liu Shoji Hayakawa Shouji Harada Jiqing Han 19 22 0 02 Feb 2019
Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective Zhong-Qiu Wang Ke Tan DeLiang Wang 50 95 0 22 Nov 2018
Class-conditional embeddings for music source separation A. Labatie Gordon Wichern Shrikant Venkataramani Jonathan Le Roux BDL 35 42 0 07 Nov 2018
Building Corpora for Single-Channel Speech Separation Across Multiple Domains Aman Rana Gregory Sell Leibny Paola García Perera A. Lowe Pratik Shah 19 10 0 06 Nov 2018
Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments Yufei Wang Luca Pasa Lantao Yu Rohit Singh Luciano Fadiga L. Joppa CVBM 11 59 0 06 Nov 2018
Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information Efthymios Tzinis Shrikant Venkataramani Paris Smaragdis SSL 9 50 0 05 Nov 2018
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 33 10 0 05 Oct 2018
Phasebook and Friends: Leveraging Discrete Representations for Source Separation Jonathan Le Roux Gordon Wichern Shinji Watanabe Andy M. Sarroff J. Hershey 19 76 0 02 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 51 1,750 0 20 Sep 2018
Deep Extractor Network for Target Speaker Recovery From Single Channel Speech Mixtures Jun Wang Jie Chen Dan Su Lianwu Chen Meng Yu Y. Qian Dong Yu 46 90 0 24 Jul 2018
Deep Speech Denoising with Vector Space Projections Jeff Hetherly Paul Gamble M. Barrios Cory Stephenson Karl S. Ni 11 0 0 27 Apr 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 96 123 0 26 Apr 2018
An Overview of Lead and Accompaniment Separation in Music Z. Rafii Antoine Liutkus Fabian-Robert Stöter S. I. Mimilakis D. Fitzgerald Bryan Pardo 22 102 0 23 Apr 2018
Cracking the cocktail party problem by multi-beam deep attractor network Zhuo Chen Jinyu Li Xiong Xiao Takuya Yoshioka Huaming Wang Zhenghao Wang Jiawei Liu 13 36 0 29 Mar 2018
Seeing Through Noise: Visually Driven Speaker Separation and Enhancement Aviv Gabbay Ariel Ephrat Tavi Halperin Shmuel Peleg 31 19 0 22 Aug 2017
Speaker-independent Speech Separation with Deep Attractor Network Yi Luo Zhuo Chen N. Mesgarani 19 245 0 12 Jul 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 25 721 0 18 Mar 2017
Deep attractor network for single-microphone speaker separation Zhuo Chen Yi Luo N. Mesgarani 16 404 0 27 Nov 2016
Deep Clustering and Conventional Networks for Music Separation: Stronger Together Yi Luo Zhuo Chen J. Hershey Jonathan Le Roux N. Mesgarani 22 162 0 18 Nov 2016
Model-based STFT phase recovery for audio source separation P. Magron Roland Badeau B. David 16 37 0 05 Aug 2016
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 31 850 0 01 Jul 2016