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
Tiny-Sepformer: A Tiny Time-Domain Transformer Network for Speech Separation Jian Luo Jianzong Wang Ning Cheng Edward Xiao Xulong Zhang Jing Xiao ViT 27 12 0 28 Jun 2022
ClearBuds: Wireless Binaural Earbuds for Learning-Based Speech Enhancement Ishan Chatterjee Maruchi Kim V. Jayaram Shyamnath Gollakota Ira Kemelmacher-Shlizerman Shwetak N. Patel S. M. Seitz 21 25 0 27 Jun 2022
Efficient Transformer-based Speech Enhancement Using Long Frames and STFT Magnitudes Danilo de Oliveira Tal Peer Timo Gerkmann 21 18 0 23 Jun 2022
Restoring speech intelligibility for hearing aid users with deep learning P. U. Diehl Y. Singer Hannes Zilly U. Schonfeld Paul Meyer-Rachner Mark Berry Henning Sprekeler Elias Sprengel A. Pudszuhn V. Hofmann 6 18 0 23 Jun 2022
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models Rahil Parikh G. Rochette C. Espy-Wilson S. Shamma UQCV 14 0 0 20 Jun 2022
Resource-Efficient Separation Transformer Luca Della Libera Cem Subakan Mirco Ravanelli Samuele Cornell Frédéric Lepoutre François Grondin VLM 43 16 0 19 Jun 2022
GMM based multi-stage Wiener filtering for low SNR speech enhancement Wageesha Manamperi P. Samarasinghe T. Abhayapala J. Zhang 16 6 0 19 Jun 2022
Semi-supervised Time Domain Target Speaker Extraction with Attention Zhepei Wang Ritwik Giri Shrikant Venkataramani Umut Isik J. Valin Paris Smaragdis Mike Goodwin A. Krishnaswamy 24 7 0 18 Jun 2022
Simultaneous Speech Extraction for Multiple Target Speakers under the Meeting Scenarios Bang Zeng Weiqing Wang Yuanyuan Bao Ming Li 27 0 0 17 Jun 2022
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations Hiroshi Sato Tsubasa Ochiai Marc Delcroix K. Kinoshita Takafumi Moriya Naoki Makishima Mana Ihori Tomohiro Tanaka Ryo Masumura 6 5 0 16 Jun 2022
On the Use of Deep Mask Estimation Module for Neural Source Separation Systems Kai Li Xiaolin Hu Yi Luo 20 15 0 15 Jun 2022
On the Design and Training Strategies for RNN-based Online Neural Speech Separation Systems Kai Li Yi Luo 29 12 0 15 Jun 2022
LPCSE: Neural Speech Enhancement through Linear Predictive Coding Yang Liu Na Tang Xia Chu Yang Yang Jun Wang 28 1 0 14 Jun 2022
Physics-Inspired Temporal Learning of Quadrotor Dynamics for Accurate Model Predictive Trajectory Tracking Alessandro Saviolo Guanrui Li Giuseppe Loianno 23 49 0 07 Jun 2022
Sampling Frequency Independent Dialogue Separation Jouni Paulus Matteo Torcoli 22 12 0 05 Jun 2022
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR Qiu-shi Zhu Jie Zhang Zitian Zhang Lirong Dai 43 15 0 26 May 2022
SepIt: Approaching a Single Channel Speech Separation Bound Shahar Lutati Eliya Nachmani Lior Wolf VLM 43 27 0 24 May 2022
Streaming Noise Context Aware Enhancement For Automatic Speech Recognition in Multi-Talker Environments Joseph Peter Caroselli A. Narayanan Yiteng Huang 11 1 0 17 May 2022
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation William Ravenscroft Stefan Goetze Thomas Hain 29 6 0 17 May 2022
A deep representation learning speech enhancement method using $β$ -VAE Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 24 2 0 11 May 2022
Speaker Reinforcement Using Target Source Extraction for Robust Automatic Speech Recognition Catalin Zorila R. Doddipatla 24 11 0 09 May 2022
Mask-based Neural Beamforming for Moving Speakers with Self-Attention-based Tracking Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani S. Araki 6 20 0 07 May 2022
Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement Andong Li Shan You Guochen Yu C. Zheng Xiaodong Li 30 26 0 30 Apr 2022
Cleanformer: A multichannel array configuration-invariant neural enhancement frontend for ASR in smart speakers Joseph Peter Caroselli A. Narayanan N. Howard Tom O'Malley 28 4 0 25 Apr 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 28 6 0 23 Apr 2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency Zhong-Qiu Wang G. Wichern Shinji Watanabe Jonathan Le Roux 25 36 0 21 Apr 2022
Music Source Separation with Generative Flow Ge Zhu Jordan Darefsky Fei Jiang A. Selitskiy Z. Duan 21 6 0 19 Apr 2022
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction Zifeng Zhao Rongzhi Gu Dongchao Yang Jinchuan Tian Yuexian Zou 33 2 0 15 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
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation William Ravenscroft Stefan Goetze Thomas Hain 11 8 0 13 Apr 2022
Listen only to me! How well can target speech extraction handle false alarms? Marc Delcroix K. Kinoshita Tsubasa Ochiai Kateřina Žmolíková Hiroshi Sato Tomohiro Nakatani 34 15 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
Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser Sonal Joshi Saurabh Kataria Yiwen Shao Piotr Żelasko Jesus Villalba Sanjeev Khudanpur Najim Dehak AAML 33 4 0 08 Apr 2022
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification Sonal Joshi Saurabh Kataria Jesus Villalba Najim Dehak AAML 38 7 0 08 Apr 2022
Audio-visual multi-channel speech separation, dereverberation and recognition Guinan Li Jianwei Yu Jiajun Deng Xunying Liu Helen Meng 19 7 0 05 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
tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context Nils L. Westhausen B. Meyer 21 7 0 04 Apr 2022
Improving Target Sound Extraction with Timestamp Information Helin Wang Dongchao Yang Chao Weng Jianwei Yu Yuexian Zou 25 8 0 02 Apr 2022
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Manthan Thakker Sefik Emre Eskimez Takuya Yoshioka Huaming Wang 14 28 0 02 Apr 2022
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation Xuankai Chang Takashi Maekaku Yuya Fujita Shinji Watanabe VLM 51 45 0 01 Apr 2022
EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers Soumi Maiti Yushi Ueda Shinji Watanabe Chunlei Zhang Meng Yu Shi-Xiong Zhang Yong-mei Xu 39 32 0 31 Mar 2022
A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction Zexu Pan Meng Ge Haizhou Li 21 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
A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings Fan Yu Zhihao Du Shiliang Zhang Yuxiao Lin Linfu Xie 22 13 0 31 Mar 2022
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification Saurabh Kataria Jesús Villalba Laureano Moro Velázquez Najim Dehak 19 3 0 30 Mar 2022
Phase-Aware Deep Speech Enhancement: It's All About The Frame Length Tal Peer Timo Gerkmann 22 21 0 30 Mar 2022
Coarse-to-Fine Recursive Speech Separation for Unknown Number of Speakers Zhenhao Jin Xiang Hao Xiangdong Su 19 4 0 30 Mar 2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks Fan Wang Hung-Shin Lee Yu Tsao Hsin-Min Wang 29 4 0 30 Mar 2022
Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Real-Time Full-Band Speech Enhancement Guochen Yu Andong Li Wenzhe Liu C. Zheng Yutian Wang Haibo Wang 30 4 0 30 Mar 2022
DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning Takaaki Saeki Kentaro Tachibana Ryuichi Yamamoto 15 10 0 29 Mar 2022