Deep attractor network for single-microphone speaker separation

27 November 2016

Papers citing "Deep attractor network for single-microphone speaker separation"

50 / 62 papers shown

Title
Reading to Listen at the Cocktail Party: Multi-Modal Speech Separation Akam Rahimi Triantafyllos Afouras Andrew Zisserman 42 28 0 02 Jan 2025
USEF-TSE: Universal Speaker Embedding Free Target Speaker Extraction Bang Zeng Ming Li 42 3 0 04 Sep 2024
$The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track$ The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track Stefan Uhlich Giorgio Fabbro M. Hirano Shusuke Takahashi Gordon Wichern ... R. Solovyev A. Stempkovskiy T. Habruseva M. Sukhovei Yuki Mitsufuji 50 11 0 14 Aug 2023
Multi-Channel Masking with Learnable Filterbank for Sound Source Separation Wang Dai A. Politis Tuomas Virtanen 28 0 0 14 Mar 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 30 21 0 01 Dec 2022
Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local Attractors Shota Horiguchi Shinji Watanabe Leibny Paola García-Perera Yuki Takashima Y. Kawaguchi 39 23 0 06 Jun 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 28 6 0 23 Apr 2022
RadioSES: mmWave-Based Audioradio Speech Enhancement and Separation System M. Z. Ozturk Chenshu Wu Beibei Wang Min Wu K. Liu 27 20 0 14 Apr 2022
Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness Dianwen Ng Jing Pang Yanghua Xiao Biao Tian Qiang Fu Eng Siong Chng 27 2 0 11 Apr 2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge Fan Yu Shiliang Zhang Pengcheng Guo Yihui Fu Zhihao Du ... Kong Aik Lee Zhijie Yan B. Ma Xin Xu Hui Bu 18 28 0 08 Feb 2022
SkiM: Skipping Memory LSTM for Low-Latency Real-Time Continuous Speech Separation Chenda Li Lei Yang Weiqin Wang Y. Qian 32 25 0 26 Jan 2022
Learning-based personal speech enhancement for teleconferencing by exploiting spatial-spectral features Yicheng Hsu Yonghan Lee M. Bai 24 10 0 10 Dec 2021
Single-channel speech separation using Soft-minimum Permutation Invariant Training Midia Yousefi John H. L. Hansen 21 3 0 16 Nov 2021
Personalized Speech Enhancement: New Models and Comprehensive Evaluation Sefik Emre Eskimez Takuya Yoshioka Huaming Wang Xiaofei Wang Zhuo Chen Xuedong Huang 32 62 0 18 Oct 2021
USEV: Universal Speaker Extraction with Visual Cue Zexu Pan Meng Ge Haizhou Li 34 41 0 30 Sep 2021
Encoder-Decoder Based Attractors for End-to-End Neural Diarization Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Leibny Paola García-Perera 37 64 0 20 Jun 2021
Lightweight Dual-channel Target Speaker Separation for Mobile Voice Communication Yuanyuan Bao Yanze Xu Na Xu Wenjing Yang Hongfeng Li Shicong Li Y. Jia Fei Xiang Jincheng He Ming Li 30 1 0 05 Jun 2021
Many-Speakers Single Channel Speech Separation with Optimal Permutation Training Shaked Dovrat Eliya Nachmani Lior Wolf VLM 14 21 0 18 Apr 2021
Target Speaker Verification with Selective Auditory Attention for Single and Multi-talker Speech Chenglin Xu Wei Rao Jibin Wu Haizhou Li 34 32 0 30 Mar 2021
Psychoacoustic Calibration of Loss Functions for Efficient End-to-End Neural Audio Coding Kai Zhen Mi Suk Lee Jongmo Sung Seung-Wha Beack Minje Kim 40 21 0 31 Dec 2020
On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 17 46 0 11 Nov 2020
BW-EDA-EEND: Streaming End-to-End Neural Speaker Diarization for a Variable Number of Speakers Eunjung Han Chul Lee A. Stolcke 24 42 0 05 Nov 2020
Single channel voice separation for unknown number of speakers under reverberant and noisy settings Shlomo E. Chazan Lior Wolf Eliya Nachmani Yossi Adi 29 29 0 04 Nov 2020
A Study of Transfer Learning in Music Source Separation Andreas Bugler Bryan Pardo Prem Seetharaman 27 3 0 23 Oct 2020
Speaker Separation Using Speaker Inventories and Estimated Speech Peidong Wang Zhuo Chen DeLiang Wang Jinyu Li Jiawei Liu 38 11 0 20 Oct 2020
Attention-based scaling adaptation for target speech extraction Jiangyu Han Wei Rao Yanhua Long Jiaen Liang 19 9 0 19 Oct 2020
VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition Quan Wang Ignacio López Moreno Mert Saglam K. Wilson Alan Chiao ... Yanzhang He Wei Li Jason W. Pelecanos M. Nika A. Gruenstein VLM 39 82 0 09 Sep 2020
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss Ziqiang Shi Rujie Liu Jiqing Han 16 7 0 06 Aug 2020
Speaker-Conditional Chain Model for Speech Separation and Extraction Jing Shi Jiaming Xu Yusuke Fujita Shinji Watanabe Bo Xu BDL 43 20 0 25 Jun 2020
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Kenji Nagamatsu 37 186 0 20 May 2020
Multimodal Target Speech Separation with Voice and Face References Leyuan Qu C. Weber S. Wermter CVBM 19 19 0 17 May 2020
SpEx+: A Complete Time Domain Speaker Extraction Network Meng Ge Chenglin Xu Longbiao Wang Chng Eng Siong J. Dang Haizhou Li 27 145 0 10 May 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 27 151 0 08 May 2020
Neural Spatio-Temporal Beamformer for Target Speech Separation Yong-mei Xu Meng Yu Shi-Xiong Zhang Lianwu Chen Chao Weng Jianming Liu Dong Yu 26 41 0 08 May 2020
Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss Yi Luo N. Mesgarani 21 29 0 27 Mar 2020
Voice Separation with an Unknown Number of Multiple Speakers Eliya Nachmani Yossi Adi Lior Wolf 20 175 0 29 Feb 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 27 261 0 20 Feb 2020
Continuous speech separation: dataset and analysis Zhuo Chen Takuya Yoshioka Liang Lu Tianyan Zhou Zhong Meng Yi Luo Jian Wu Xiong Xiao Jinyu Li 14 211 0 30 Jan 2020
Audio-visual Recognition of Overlapped speech for the LRS2 dataset Jianwei Yu Shi-Xiong Zhang Jian Wu Shahram Ghorbani Bo Wu Shiyin Kang Shansong Liu Xunying Liu Helen Meng Dong Yu 32 72 0 06 Jan 2020
Practical applicability of deep neural networks for overlapping speaker separation Pieter Appeltans Jeroen Zegers Hugo Van hamme 11 6 0 19 Dec 2019
Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function M. Togami Yoshiki Masuyama Tatsuya Komatsu Yumi Nakagome 19 25 0 11 Nov 2019
Mixup-breakdown: a consistency training method for improving generalization of speech separation models Max W. Y. Lam Jun Wang Dan Su Dong Yu 33 22 0 28 Oct 2019
A Multi-Phase Gammatone Filterbank for Speech Separation via TasNet David Ditter Timo Gerkmann 17 57 0 25 Oct 2019
Filterbank design for end-to-end speech separation Manuel Pariente Samuele Cornell Antoine Deleforge Emmanuel Vincent 26 69 0 23 Oct 2019
Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech T. Menne Ilya Sklyar Ralf Schluter Hermann Ney 24 35 0 09 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 28 114 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 45 53 0 24 Mar 2019
Low-Latency Deep Clustering For Speech Separation Shanshan Wang Gaurav Naithani Tuomas Virtanen 19 14 0 19 Feb 2019