Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks

18 March 2017

Papers citing "Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks"

50 / 127 papers shown

Title
Listen to Extract: Onset-Prompted Target Speaker Extraction Pengjie Shen Kangrui Chen Shulin He Pengru Chen Shuqi Yuan He Kong Xueliang Zhang Zehao Wang 53 0 0 08 May 2025
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing David Perera Victor Letzelter Théo Mariotte Adrien Cortés Mickaël Chen S. Essid Ga¨el Richard 74 3 0 20 Jan 2025
Microphone Array Signal Processing and Deep Learning for Speech Enhancement Reinhold Haeb-Umbach Tomohiro Nakatani Marc Delcroix Christoph Boeddeker Tsubasa Ochiai 43 0 0 13 Jan 2025
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC Jiawen Kang Lingwei Meng Mingyu Cui Yuejiao Wang Xixin Wu Xunying Liu Helen Meng 41 2 0 19 Sep 2024
USEF-TSE: Universal Speaker Embedding Free Target Speaker Extraction Bang Zeng Ming Li 39 2 0 04 Sep 2024
Serialized Speech Information Guidance with Overlapped Encoding Separation for Multi-Speaker Automatic Speech Recognition Hao Shi Yuan Gao Zhaoheng Ni Tatsuya Kawahara 34 2 0 01 Sep 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 38 19 0 15 Apr 2024
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning Kuan-Hsun Ho J. Hung Berlin Chen 42 0 0 04 Mar 2024
End-to-end Online Speaker Diarization with Target Speaker Tracking Weiqing Wang Ming Li 39 5 0 12 Oct 2023
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments William Ravenscroft Stefan Goetze Thomas Hain 28 7 0 09 Oct 2023
Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio Yang Zhang Krishna C. Puvvada Vitaly Lavrukhin Boris Ginsburg 38 14 0 09 Aug 2023
Mixture Encoder for Joint Speech Separation and Recognition Simon Berger Peter Vieting Christoph Boeddeker Ralf Schluter Reinhold Häb-Umbach 24 6 0 21 Jun 2023
An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention Junyu Wang 22 1 0 09 Jun 2023
An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings L. Serafini Samuele Cornell Giovanni Morrone Enrico Zovato Alessio Brutti S. Squartini 47 9 0 29 May 2023
A Neural State-Space Model Approach to Efficient Speech Separation Chen Chen Chao-Han Huck Yang Kai Li Yuchen Hu Pin-Jui Ku Chng Eng Siong 37 11 0 26 May 2023
Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters Kristina Tesch Timo Gerkmann 26 16 0 24 Apr 2023
Beamformer-Guided Target Speaker Extraction Mohamed Elminshawi Srikanth Raj Chetupalli Emanuel Habets 23 7 0 15 Mar 2023
Multi-Scale Feature Fusion Transformer Network for End-to-End Single Channel Speech Separation Yinhao Xu Jian Zhou L. Tao H. Kwan 30 0 0 14 Dec 2022
MIMO-DBnet: Multi-channel Input and Multiple Outputs DOA-aware Beamforming Network for Speech Separation Yanjie Fu Haoran Yin Meng Ge Longbiao Wang Gaoyan Zhang J. Dang Chengyun Deng Fei Wang CVBM 18 2 0 07 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 30 21 0 01 Dec 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 38 121 0 22 Nov 2022
Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis Zhihao Du Shiliang Zhang Siqi Zheng Zhijie Yan 24 14 0 18 Nov 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 29 41 0 31 Oct 2022
DiaCorrect: End-to-end error correction for speaker diarization Jiangyu Han Yuhang Cao Heng Lu Yanhua Long 45 0 0 31 Oct 2022
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation William Ravenscroft Stefan Goetze Thomas Hain 33 11 0 27 Oct 2022
Audio Signal Enhancement with Learning from Positive and Unlabelled Data N. Ito Masashi Sugiyama 21 7 0 27 Oct 2022
Position tracking of a varying number of sound sources with sliding permutation invariant training David Diaz-Guerra A. Politis Tuomas Virtanen 30 5 0 26 Oct 2022
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT K. Kinoshita Thilo von Neumann Marc Delcroix Christoph Boeddeker Reinhold Haeb-Umbach 40 4 0 28 Jul 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
SoundBeam: Target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita Yasunori Ohishi S. Araki VLM 22 32 0 08 Apr 2022
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches Zifeng Zhao Dongchao Yang Rongzhi Gu Haoran Zhang Yuexian Zou 23 16 0 04 Apr 2022
End-to-End Multi-speaker ASR with Independent Vector Analysis Robin Scheibler Wangyou Zhang Xuankai Chang Shinji Watanabe Y. Qian 24 2 0 01 Apr 2022
A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction Zexu Pan Meng Ge Haizhou Li 23 17 0 31 Mar 2022
Speaker Extraction with Co-Speech Gestures Cue Zexu Pan Xinyuan Qian Haizhou Li SLR 21 27 0 31 Mar 2022
Effective data screening technique for crowdsourced speech intelligibility experiments: Evaluation with IRM-based speech enhancement Ayako Yamamoto Toshio Irino S. Araki Kenichi Arai A. Ogawa K. Kinoshita Tomohiro Nakatani 17 2 0 31 Mar 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities Hsiang-Sheng Tsai Heng-Jui Chang Wen-Chin Huang Zili Huang Kushal Lakhotia ... Hsuan-Jui Chen Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee 26 109 0 14 Mar 2022
Single microphone speaker extraction using unified time-frequency Siamese-Unet Aviad Eisenberg Sharon Gannot Shlomo E. Chazan 30 3 0 06 Mar 2022
Audio-visual speech separation based on joint feature representation with cross-modal attention Jun Xiong Peng Zhang Lei Xie Wei Huang Yufei Zha Yanni Zhang 25 3 0 05 Mar 2022
Tight integration of neural- and clustering-based diarization through deep unfolding of infinite Gaussian mixture model K. Kinoshita Marc Delcroix Tomoharu Iwata BDL 25 19 0 14 Feb 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 36 9 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 22 10 0 10 Dec 2021
Speaker Embedding-aware Neural Diarization for Flexible Number of Speakers with Textual Information Zhihao Du Shiliang Zhang Siqi Zheng Weilong Huang Ming Lei BDL 16 1 0 28 Nov 2021
Switching Independent Vector Analysis and Its Extension to Blind and Spatially Guided Convolutional Beamforming Algorithms Tomohiro Nakatani Rintaro Ikeshita K. Kinoshita H. Sawada Naoyuki Kamo S. Araki 33 8 0 20 Nov 2021
Single-channel speech separation using Soft-minimum Permutation Invariant Training Midia Yousefi John H. L. Hansen 21 3 0 16 Nov 2021
Reduction of Subjective Listening Effort for TV Broadcast Signals with Recurrent Neural Networks Nils L. Westhausen R. Huber Hannah Baumgartner Ragini Sinha J. Rennies B. Meyer 30 10 0 02 Nov 2021
SA-SDR: A novel loss function for separation of meeting style data Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 29 20 0 29 Oct 2021
Continuous Speech Separation with Recurrent Selective Attention Network Yixuan Zhang Zhuo Chen Jian Wu Takuya Yoshioka Peidong Wang Zhong Meng Jinyu Li BDL 27 7 0 28 Oct 2021