TasNet: time-domain audio separation network for real-time, single-channel speech separation

1 November 2017

Papers citing "TasNet: time-domain audio separation network for real-time, single-channel speech separation"

50 / 100 papers shown

Title
Learning Sparse Analytic Filters for Piano Transcription Frank Cwitkowitz M. Heydari Z. Duan 27 2 0 23 Aug 2021
Graph-PIT: Generalized permutation invariant training for continuous separation of arbitrary numbers of speakers Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 28 23 0 30 Jul 2021
Speeding Up Permutation Invariant Training for Source Separation Thilo von Neumann Christoph Boeddeker K. Kinoshita Marc Delcroix Reinhold Haeb-Umbach 16 6 0 30 Jul 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 41 8 0 14 Jul 2021
Basis-MelGAN: Efficient Neural Vocoder Based on Audio Decomposition Zhengxi Liu Y. Qian DRL 19 10 0 25 Jun 2021
Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair Shanshan Wang Gaurav Naithani A. Politis Tuomas Virtanen 40 10 0 22 Jun 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 11 21 0 18 Apr 2021
Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation Max W. Y. Lam Jun Wang Dan Su Dong Yu AI4TS 72 49 0 01 Mar 2021
TransMask: A Compact and Fast Speech Separation Model Based on Transformer Zining Zhang Bingsheng He Zhenjie Zhang 36 21 0 19 Feb 2021
Multichannel-based learning for audio object extraction Daniel Arteaga Jordi Pons DiffM 11 3 0 11 Feb 2021
Neural Network-based Virtual Microphone Estimator Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani Rintaro Ikeshita K. Kinoshita S. Araki 17 10 0 12 Jan 2021
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 26 20 0 14 Dec 2020
Streaming end-to-end multi-talker speech recognition Liang Lu Naoyuki Kanda Jinyu Li Jiawei Liu 13 41 0 26 Nov 2020
Surrogate Source Model Learning for Determined Source Separation Robin Scheibler M. Togami 28 22 0 11 Nov 2020
Phase Aware Speech Enhancement using Realisation of Complex-valued LSTM Raktim Gautam Goswami Sivaganesh Andhavarapu Rama Murty 21 1 0 27 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
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss Ziqiang Shi Rujie Liu Jiqing Han 11 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
Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Yuichiro Koyama Oluwafemi Azeez Bhiksha Raj 27 4 0 23 May 2020
Multimodal Target Speech Separation with Voice and Face References Leyuan Qu C. Weber S. Wermter CVBM 19 19 0 17 May 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen B. Meyer 25 99 0 15 May 2020
FaceFilter: Audio-visual speech separation using still images Soo-Whan Chung Soyeon Choe Joon Son Chung Hong-Goo Kang CVBM 21 66 0 14 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
Conditioned Source Separation for Music Instrument Performances Olga Slizovskaia G. Haro E. Gómez 30 38 0 08 Apr 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
Content Based Singing Voice Extraction From a Musical Mixture Pritish Chandna Merlijn Blaauw J. Bonada E. Gómez 28 14 0 12 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
CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization Jeroen Zegers Hugo Van hamme BDL 28 7 0 19 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 25 34 0 18 Dec 2019
End-to-end Non-Negative Autoencoders for Sound Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis 17 5 0 31 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
WHAMR!: Noisy and Reverberant Single-Channel Speech Separation Matthew Maciejewski Gordon Wichern E. McQuinn Jonathan Le Roux 19 180 0 22 Oct 2019
Two-Step Sound Source Separation: Training on Learned Latent Targets Efthymios Tzinis Shrikant Venkataramani Zhepei Wang Y. C. Sübakan Paris Smaragdis 21 64 0 22 Oct 2019
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 63 126 0 03 Sep 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
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 22 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
Phase Harmonic Correlations and Convolutional Neural Networks S. Mallat Sixin Zhang G. Rochette 6 6 0 29 Oct 2018
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 33 10 0 05 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 54 1,750 0 20 Sep 2018
Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications Gaurav Naithani Joonas Nikunen Lars Bramsløw Tuomas Virtanen 22 17 0 18 Jul 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 104 589 0 08 Jun 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