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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"

50 / 773 papers shown

Title
Nonlinear Residual Echo Suppression Based on Multi-stream Conv-TasNet Hongsheng Chen Teng Xiang Kai-Jyun Chen Jing Lu 38 15 0 15 May 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen B. Meyer 59 102 0 15 May 2020
FaceFilter: Audio-visual speech separation using still images Soo-Whan Chung Soyeon Choe Joon Son Chung Hong-Goo Kang CVBM 119 67 0 14 May 2020
SpEx+: A Complete Time Domain Speaker Extraction Network Meng Ge Chenglin Xu Longbiao Wang Chng Eng Siong Jianwu Dang Haizhou Li 79 149 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 94 157 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 82 41 0 08 May 2020
Time-domain speaker extraction network Chenglin Xu Wei Rao Chng Eng Siong Haizhou Li 50 55 0 29 Apr 2020
SpEx: Multi-Scale Time Domain Speaker Extraction Network Chenglin Xu Wei Rao Eng Siong Chng Haizhou Li 64 173 0 17 Apr 2020
Two-stage model and optimal SI-SNR for monaural multi-speaker speech separation in noisy environment Chao Ma Dongmei Li Xupeng Jia 34 5 0 14 Apr 2020
Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss Yi Luo N. Mesgarani 81 29 0 27 Mar 2020
Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method Cunhang Fan J. Tao B. Liu Jiangyan Yi Zhengqi Wen Xuefei Liu 61 9 0 17 Mar 2020
Improving noise robust automatic speech recognition with single-channel time-domain enhancement network K. Kinoshita Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani 61 99 0 09 Mar 2020
Tackling real noisy reverberant meetings with all-neural source separation, counting, and diarization system K. Kinoshita Marc Delcroix S. Araki Tomohiro Nakatani 238 30 0 09 Mar 2020
Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning Rongzhi Gu Shi-Xiong Zhang Lianwu Chen Yong-mei Xu Meng Yu Dan Su Yuexian Zou Dong Yu 71 61 0 09 Mar 2020
Voice Separation with an Unknown Number of Multiple Speakers Eliya Nachmani Yossi Adi Lior Wolf 103 175 0 29 Feb 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 112 265 0 20 Feb 2020
An empirical study of Conv-TasNet Berkan Kadıoğlu Michael Horgan Xiaoyu Liu Jordi Pons Dan Darcy Vivek Kumar 42 44 0 20 Feb 2020
Efficient Trainable Front-Ends for Neural Speech Enhancement Jonah Casebeer Umut Isik Shrikant Venkataramani A. Krishnaswamy AI4TS 18 3 0 20 Feb 2020
Meta-learning Extractors for Music Source Separation David Samuel Aditya Ganeshan Jason Naradowsky 93 62 0 17 Feb 2020
Real-time binaural speech separation with preserved spatial cues Cong Han Yi Luo N. Mesgarani 81 42 0 16 Feb 2020
Deep S $^3$ PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models Christopher A. Metzler Gordon Wetzstein 82 11 0 14 Feb 2020
Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features Cunhang Fan B. Liu J. Tao Jiangyan Yi Zhengqi Wen 54 11 0 05 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 109 217 0 30 Jan 2020
Time-Domain Audio Source Separation Based on Wave-U-Net Combined with Discrete Wavelet Transform Tomohiko Nakamura Hiroshi Saruwatari AI4TS 31 18 0 28 Jan 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework Chandan K. A. Reddy Ebrahim Beyrami Harishchandra Dubey Vishak Gopal R. Cheng ... A. Aazami Sebastian Braun Puneet Rana Sriram Srinivasan J. Gehrke 102 87 0 23 Jan 2020
Improving speaker discrimination of target speech extraction with time-domain SpeakerBeam Marc Delcroix Tsubasa Ochiai Kateřina Žmolíková K. Kinoshita Naohiro Tawara Tomohiro Nakatani S. Araki 129 124 0 23 Jan 2020
Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation Rongzhi Gu Yuexian Zou 60 18 0 02 Jan 2020
Neural Architecture Search on Acoustic Scene Classification Jixiang Li Chuming Liang Bo Zhang Zhao Wang Fei Xiang Xiangxiang Chu 63 15 0 30 Dec 2019
End-to-end training of time domain audio separation and recognition Thilo von Neumann K. Kinoshita Lukas Drude Christoph Boeddeker Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 76 34 0 18 Dec 2019
A Unified Framework for Speech Separation F. Bahmaninezhad Shi-Xiong Zhang Yong-mei Xu Meng Yu John H. L. Hansen Dong Yu 44 4 0 17 Dec 2019
MITAS: A Compressed Time-Domain Audio Separation Network with Parameter Sharing Chao-I Tuan Yuan-Kuei Wu Hung-yi Lee Yu Tsao 28 2 0 09 Dec 2019
Audio-Visual Target Speaker Enhancement on Multi-Talker Environment using Event-Driven Cameras A. Arriandiaga Giovanni Morrone Luca Pasa Leonardo Badino Chiara Bartolozzi 45 1 0 05 Dec 2019
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 140 273 0 27 Nov 2019
Demystifying TasNet: A Dissecting Approach Jens Heitkaemper Darius Jakobeit Christoph Boeddeker Lukas Drude Reinhold Haeb-Umbach 66 58 0 20 Nov 2019
Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement Zhong-Qiu Wang Hakan Erdogan Scott Wisdom K. Wilson Desh Raj Shinji Watanabe Zhuo Chen J. Hershey 69 1 0 18 Nov 2019
Improving Universal Sound Separation Using Sound Classification Efthymios Tzinis Scott Wisdom J. Hershey A. Jansen D. Ellis VLM 82 73 0 18 Nov 2019
PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin Chong Luo Zhiwei Xiong Wenjun Zeng 72 320 0 12 Nov 2019
Online Spectrogram Inversion for Low-Latency Audio Source Separation P. Magron Tuomas Virtanen 55 12 0 08 Nov 2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision Fatemeh Pishdadian Gordon Wichern Jonathan Le Roux 72 43 0 06 Nov 2019
Closing the Training/Inference Gap for Deep Attractor Networks C. Cadoux Stefan Uhlich Marc Ferras Yuki Mitsufuji 21 2 0 05 Nov 2019
Onssen: an open-source speech separation and enhancement library Zhaoheng Ni Michael I. Mandel VLM 73 6 0 03 Nov 2019
Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters Niccoló Nicodemo Gaurav Naithani Konstantinos Drossos Tuomas Virtanen R. Saletti MQ 13 1 0 01 Nov 2019
End-to-end Non-Negative Autoencoders for Sound Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis 80 5 0 31 Oct 2019
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Yi Luo Zhuo Chen N. Mesgarani Takuya Yoshioka 75 182 0 30 Oct 2019
Interrupted and cascaded permutation invariant training for speech separation Gene-Ping Yang Szu-Lin Wu Yao-Wen Mao Hung-yi Lee Lin-Shan Lee 47 14 0 28 Oct 2019
Mixup-breakdown: a consistency training method for improving generalization of speech separation models Max W. Y. Lam Jun Wang Dan Su Dong Yu 92 23 0 28 Oct 2019
A Multi-Phase Gammatone Filterbank for Speech Separation via TasNet David Ditter Timo Gerkmann 63 58 0 25 Oct 2019
Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks Ziye Yang Xiao-Lei Zhang 27 1 0 24 Oct 2019
Filterbank design for end-to-end speech separation Manuel Pariente Samuele Cornell Antoine Deleforge Emmanuel Vincent 106 69 0 23 Oct 2019
WHAMR!: Noisy and Reverberant Single-Channel Speech Separation Matthew Maciejewski Gordon Wichern E. McQuinn Jonathan Le Roux 92 184 0 22 Oct 2019