Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation

20 September 2018

Papers citing "Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation"

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Title
Improving RNN Transducer With Target Speaker Extraction and Neural Uncertainty Estimation Jiatong Shi Chunlei Zhang Chao Weng Shinji Watanabe Meng Yu Dong Yu 25 12 0 26 Nov 2020
Speech Denoising with Auditory Models Mark R. Saddler Andrew Francl J. Feather Kaizhi Qian Yang Zhang Josh H. McDermott 4 6 0 21 Nov 2020
One Shot Learning for Speech Separation Yuan-Kuei Wu Kuan-Po Huang Yu Tsao Hung-yi Lee VLM 29 8 0 20 Nov 2020
Multi-stage Speaker Extraction with Utterance and Frame-Level Reference Signals Meng Ge Chenglin Xu Longbiao Wang Chng Eng Siong J. Dang Haizhou Li 6 42 0 19 Nov 2020
WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation Zhaoheng Ni Yong-mei Xu Meng Yu Bo Wu Shi-Xiong Zhang Dong Yu Michael I. Mandel 22 8 0 18 Nov 2020
Rethinking the Separation Layers in Speech Separation Networks Yi Luo Zhuo Chen Cong Han Chenda Li Tianyan Zhou N. Mesgarani 19 10 0 17 Nov 2020
Ultra-Lightweight Speech Separation via Group Communication Yi Luo Cong Han N. Mesgarani VLM 25 30 0 17 Nov 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
Spoken Language Interaction with Robots: Research Issues and Recommendations, Report from the NSF Future Directions Workshop M. Marge C. Espy-Wilson Roger K. Moore 26 78 0 11 Nov 2020
Informed Source Extraction With Application to Acoustic Echo Reduction Mohamed Elminshawi Wolfgang Mack Emanuel Habets 11 2 0 09 Nov 2020
ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration Chenda Li Jing Shi Wangyou Zhang Aswin Shanmugam Subramanian Xuankai Chang ... Moto Hira Tomoki Hayashi Christoph Boeddeker Zhuo Chen Shinji Watanabe VLM 39 81 0 07 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
DESNet: A Multi-channel Network for Simultaneous Speech Dereverberation, Enhancement and Separation Yihui Fu Jian Wu Yanxin Hu Mengtao Xing Lei Xie 28 23 0 04 Nov 2020
Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis Desh Raj Pavel Denisov Zhuo Chen Hakan Erdogan Zili Huang ... Yi Luo Naoyuki Kanda Jinyu Li Scott Wisdom J. Hershey 6 84 0 03 Nov 2020
Two Heads Are Better Than One: A Two-Stage Approach for Monaural Noise Reduction in the Complex Domain Andong Li C. Zheng Renhua Peng Xiaodong Li 17 10 0 03 Nov 2020
What's All the FUSS About Free Universal Sound Separation Data? Scott Wisdom Hakan Erdogan D. Ellis Romain Serizel Nicolas Turpault Eduardo Fonseca Justin Salamon Prem Seetharaman J. Hershey 27 82 0 02 Nov 2020
FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement Xiang Hao Xiangdong Su Radu Horaud Xiaofei Li 25 194 0 29 Oct 2020
Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training Sung-Feng Huang Shun-Po Chuang Da-Rong Liu Yi-Chen Chen Gene-Ping Yang Hung-yi Lee SSL 41 14 0 29 Oct 2020
Unified Gradient Reweighting for Model Biasing with Applications to Source Separation Efthymios Tzinis Dimitrios Bralios Paris Smaragdis 21 1 0 25 Oct 2020
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 45 539 0 25 Oct 2020
Speakerfilter-Pro: an improved target speaker extractor combines the time domain and frequency domain Shulin He Hao Li Xueliang Zhang 8 3 0 25 Oct 2020
A Study of Transfer Learning in Music Source Separation Andreas Bugler Bryan Pardo Prem Seetharaman 27 3 0 23 Oct 2020
Speech enhancement aided end-to-end multi-task learning for voice activity detection Xu Tan Xiao-Lei Zhang 29 32 0 23 Oct 2020
Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer Sanyuan Chen Yu-Huan Wu Zhuo Chen Takuya Yoshioka Shujie Liu Jinyu Li 29 26 0 23 Oct 2020
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 28 32 0 22 Oct 2020
Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision Yun-Ning Hung Gordon Wichern Jonathan Le Roux 17 12 0 22 Oct 2020
Towards Listening to 10 People Simultaneously: An Efficient Permutation Invariant Training of Audio Source Separation Using Sinkhorn's Algorithm Hideyuki Tachibana 26 14 0 22 Oct 2020
DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation Ali Aroudi Sebastian Braun 6 7 0 22 Oct 2020
BERT for Joint Multichannel Speech Dereverberation with Spatial-aware Tasks Yang Jiao 15 0 0 21 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
Phase recovery with Bregman divergences for audio source separation P. Magron Pierre-Hugo Vial Thomas Oberlin Cédric Févotte 29 1 0 20 Oct 2020
Fast accuracy estimation of deep learning based multi-class musical source separation A. Mocanu B. Ricaud Milos Cernak 14 0 0 19 Oct 2020
Attention-based scaling adaptation for target speech extraction Jiangyu Han Wei Rao Yanhua Long Jiaen Liang 21 9 0 19 Oct 2020
Muse: Multi-modal target speaker extraction with visual cues Zexu Pan Ruijie Tao Chenglin Xu Haizhou Li 23 45 0 15 Oct 2020
The Cone of Silence: Speech Separation by Localization Teerapat Jenrungrot V. Jayaram S. M. Seitz Ira Kemelmacher-Shlizerman 32 54 0 12 Oct 2020
All for One and One for All: Improving Music Separation by Bridging Networks Ryosuke Sawata Stefan Uhlich Shusuke Takahashi Yuki Mitsufuji 21 47 0 08 Oct 2020
Adversarial attacks on audio source separation Naoya Takahashi S. Inoue Yuki Mitsufuji AAML 9 9 0 07 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 33 88 0 04 Oct 2020
Sense and Learn: Self-Supervision for Omnipresent Sensors Aaqib Saeed Victor Ungureanu Beat Gfeller OOD SSL 22 39 0 28 Sep 2020
Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement Hang Chen Jun Du Yu Hu Lirong Dai Baocai Yin Chin-Hui Lee 36 19 0 21 Sep 2020
Online Speaker Diarization with Relation Network Xiang Li Yucheng Zhao Chong Luo Wenjun Zeng 8 2 0 17 Sep 2020
An End-to-end Architecture of Online Multi-channel Speech Separation Jian Wu Zhuo Chen Jinyu Li Takuya Yoshioka Zhili Tan Ed Lin Yi Luo Lei Xie 3DV 19 21 0 07 Sep 2020
Toward Speech Separation in The Pre-Cocktail Party Problem with TasTas Ziqiang Shi Jiqing Han 10 0 0 07 Sep 2020
Dense CNN with Self-Attention for Time-Domain Speech Enhancement Ashutosh Pandey DeLiang Wang 31 135 0 03 Sep 2020
SAGRNN: Self-Attentive Gated RNN for Binaural Speaker Separation with Interaural Cue Preservation Ke Tan Buye Xu Anurag Kumar Eliya Nachmani Yossi Adi 28 29 0 02 Sep 2020
Dynamical Variational Autoencoders: A Comprehensive Review Laurent Girin Simon Leglaive Xiaoyu Bie Julien Diard Thomas Hueber Xavier Alameda-Pineda BDL 23 210 0 28 Aug 2020
Continuous Speech Separation with Conformer Sanyuan Chen Yu-Huan Wu Zhuo Chen Jian Wu Jinyu Li Takuya Yoshioka Chengyi Wang Shujie Liu M. Zhou 23 126 0 13 Aug 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Umut Isik Ritwik Giri Neerad Phansalkar J. Valin Karim Helwani A. Krishnaswamy 21 83 0 11 Aug 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
Content based singing voice source separation via strong conditioning using aligned phonemes Gabriel Meseguer-Brocal Geoffroy Peeters 32 9 0 05 Aug 2020