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
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
BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement Sunwoo Kim Minje Kim 31 4 0 17 Nov 2021
Unsupervised Speech Enhancement with speech recognition embedding and disentanglement losses V. Trinh Sebastian Braun 17 17 0 16 Nov 2021
S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement Shubo Lv Yihui Fu Mengtao Xing Jiayao Sun Lei Xie Jun Huang Yannan Wang Tao Yu 8 54 0 16 Nov 2021
Monaural source separation: From anechoic to reverberant environments Tobias Cord-Landwehr Christoph Boeddeker Thilo von Neumann Catalin Zorila R. Doddipatla Reinhold Haeb-Umbach 19 31 0 15 Nov 2021
Time-Frequency Attention for Monaural Speech Enhancement Qiquan Zhang Qi Song Zhaoheng Ni Aaron Nicolson Haizhou Li 11 27 0 15 Nov 2021
MultiSV: Dataset for Far-Field Multi-Channel Speaker Verification Ladislav Mošner Oldrich Plchot L. Burget J. Černocký 37 7 0 11 Nov 2021
Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation Yihui Fu Yun Liu Jingdong Li Dawei Luo Shubo Lv Yukai Jv Lei Xie 27 49 0 11 Nov 2021
Joint Neural AEC and Beamforming with Double-Talk Detection Vinay Kothapally Yong-mei Xu Meng Yu Shizhong Zhang Dong Yu 28 5 0 09 Nov 2021
Learning Filterbanks for End-to-End Acoustic Beamforming Samuele Cornell Manuel Pariente François Grondin S. Squartini 38 7 0 08 Nov 2021
Inter-channel Conv-TasNet for multichannel speech enhancement Dongheon Lee Seongrae Kim Jung-Woo Choi 16 12 0 08 Nov 2021
LiMuSE: Lightweight Multi-modal Speaker Extraction Qinghua Liu Yating Huang Yunzhe Hao Jiaming Xu Bo Xu 43 6 0 07 Nov 2021
Hybrid Spectrogram and Waveform Source Separation Alexandre Défossez 24 162 0 05 Nov 2021
Target Speech Extraction: Independent Vector Extraction Guided by Supervised Speaker Identification J. Málek Jakub Janský Zbyněk Koldovský Tomás Kounovský Jaroslav Cmejla J. Zdánský 25 10 0 05 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 27 10 0 02 Nov 2021
SNRi Target Training for Joint Speech Enhancement and Recognition Yuma Koizumi Shigeki Karita A. Narayanan S. Panchapagesan M. Bacchiani 30 14 0 01 Nov 2021
Self-Supervised Speech Denoising Using Only Noisy Audio Signals Jiasong Wu Qingchun Li Guanyu Yang Lei Li L. Senhadji H. Shu 21 10 0 30 Oct 2021
Personalized breath based biometric authentication with wearable multimodality Manh-Ha Bui Viet-Anh Tran Cuong Pham 15 9 0 29 Oct 2021
TorchAudio: Building Blocks for Audio and Speech Processing Yao-Yuan Yang Moto Hira Zhaoheng Ni Anjali Chourdia Artyom Astafurov ... Sean Narenthiran Shinji Watanabe Soumith Chintala Vincent Quenneville-Bélair Yangyang Shi 31 165 0 28 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
Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions Wangyou Zhang Jing Shi Chenda Li Shinji Watanabe Y. Qian 36 22 0 27 Oct 2021
REAL-M: Towards Speech Separation on Real Mixtures Cem Subakan Mirco Ravanelli Samuele Cornell François Grondin 30 17 0 20 Oct 2021
TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement Ashutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang KELM 19 40 0 20 Oct 2021
Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training Aswin Sivaraman Scott Wisdom Hakan Erdogan J. Hershey 22 22 0 20 Oct 2021
Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method Chenyang Gao Yue Gu I. Marsic 38 0 0 20 Oct 2021
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks Darius Petermann Gordon Wichern Zhong-Qiu Wang Jonathan Le Roux 23 37 0 19 Oct 2021
NN3A: Neural Network supported Acoustic Echo Cancellation, Noise Suppression and Automatic Gain Control for Real-Time Communications Ziteng Wang Yueyue Na Biao Tian Q. Fu 29 11 0 16 Oct 2021
Toward Degradation-Robust Voice Conversion Chien-yu Huang Kai-Wei Chang Hung-yi Lee 30 7 0 14 Oct 2021
Music Source Separation with Deep Equilibrium Models Yuichiro Koyama Naoki Murata Stefan Uhlich Giorgio Fabbro Shusuke Takahashi Yuki Mitsufuji 31 5 0 13 Oct 2021
All-neural beamformer for continuous speech separation Zhuohuang Zhang Takuya Yoshioka Naoyuki Kanda Zhuo Chen Xiaofei Wang Dongmei Wang Sefik Emre Eskimez 33 15 0 13 Oct 2021
Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models Ryosuke Sawata Yosuke Kashiwagi Shusuke Takahashi 11 6 0 12 Oct 2021
Source Mixing and Separation Robust Audio Steganography Naoya Takahashi M. Singh Yuki Mitsufuji 34 6 0 11 Oct 2021
Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain Zengwei Yao Wenjie Pei Fanglin Chen Guangming Lu David C. Zhang 21 12 0 10 Oct 2021
A study of the robustness of raw waveform based speaker embeddings under mismatched conditions Ge Zhu Frank Cwitkowitz Z. Duan 22 2 0 08 Oct 2021
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Ali Aroudi Stefan Uhlich M. Font ViT 27 5 0 08 Oct 2021
An Investigation of the Effectiveness of Phase for Audio Classification Shunsuke Hidaka Kohei Wakamiya T. Kaburagi 23 4 0 06 Oct 2021
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression Karn N. Watcharasupat Thi Ngoc Tho Nguyen W. Gan Shengkui Zhao Bin Ma 33 12 0 02 Oct 2021
USEV: Universal Speaker Extraction with Visual Cue Zexu Pan Meng Ge Haizhou Li 34 41 0 30 Sep 2021
VoiceFixer: Toward General Speech Restoration with Neural Vocoder Haohe Liu Qiuqiang Kong Qiao Tian Yan Zhao DeLiang Wang Chuanzeng Huang Yuxuan Wang 33 57 0 28 Sep 2021
FastMVAE2: On improving and accelerating the fast variational autoencoder-based source separation algorithm for determined mixtures Li Li Hirokazu Kameoka S. Makino DRL 35 8 0 28 Sep 2021
Noisy-to-Noisy Voice Conversion Framework with Denoising Model Chao Xie Yi-Chiao Wu Patrick Lumban Tobing Wen-Chin Huang T. Toda 23 7 0 22 Sep 2021
NORESQA: A Framework for Speech Quality Assessment using Non-Matching References Pranay Manocha Buye Xu Anurag Kumar 35 44 0 16 Sep 2021
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation Qiuqiang Kong Yin Cao Haohe Liu Keunwoo Choi Yuxuan Wang 118 96 0 12 Sep 2021
Incorporating Real-world Noisy Speech in Neural-network-based Speech Enhancement Systems Yangyang Xia Buye Xu Anurag Kumar 19 7 0 11 Sep 2021
BeamTransformer: Microphone Array-based Overlapping Speech Detection Siqi Zheng Shiliang Zhang Weilong Huang Qian Chen Hongbin Suo Ming Lei Jinwei Feng Zhijie Yan 37 7 0 09 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 38 246 0 08 Sep 2021
Cross-domain Single-channel Speech Enhancement Model with Bi-projection Fusion Module for Noise-robust ASR Fu-An Chao J. Hung Berlin Chen 10 7 0 26 Aug 2021
Learning Sparse Analytic Filters for Piano Transcription Frank Cwitkowitz M. Heydari Z. Duan 27 2 0 23 Aug 2021
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 22 31 0 16 Aug 2021
Convolutive Prediction for Reverberant Speech Separation Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 28 12 0 16 Aug 2021