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
On The Compensation Between Magnitude and Phase in Speech Separation Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 27 71 0 11 Aug 2021
The Right to Talk: An Audio-Visual Transformer Approach Thanh-Dat Truong C. Duong T. D. Vu H. Pham Bhiksha Raj Ngan Le Khoa Luu 63 36 0 06 Aug 2021
Blind and neural network-guided convolutional beamformer for joint denoising, dereverberation, and source separation Tomohiro Nakatani Rintaro Ikeshita K. Kinoshita H. Sawada S. Araki 32 19 0 04 Aug 2021
A Multi-Head Relevance Weighting Framework For Learning Raw Waveform Audio Representations Debottam Dutta Purvi Agrawal Sriram Ganapathy 16 2 0 30 Jul 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
Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings Prerak Srivastava Antoine Deleforge Emmanuel Vincent 34 17 0 29 Jul 2021
Don't Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization Haici Yang Shivani Firodiya Nicholas J. Bryan Minje Kim 32 7 0 28 Jul 2021
Multi-channel Speech Enhancement with 2-D Convolutional Time-frequency Domain Features and a Pre-trained Acoustic Model Quandong Wang Junnan Wu Zhao Yan Sichong Qian Liyong Guo Lichun Fan Weiji Zhuang Peng Gao Yujun Wang 21 0 0 23 Jul 2021
Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech Duo Ma Nana Hou Van Tung Pham Haihua Xu Chng Eng Siong 33 22 0 22 Jul 2021
SVSNet: An End-to-end Speaker Voice Similarity Assessment Model Cheng-Hung Hu Yu-Huai Peng Junichi Yamagishi Yu Tsao Hsin-Min Wang 29 5 0 20 Jul 2021
Joint Echo Cancellation and Noise Suppression based on Cascaded Magnitude and Complex Mask Estimation Xiaofeng Shu Yehang Zhu Yanjie Chen Li Chen Haohe Liu Chuanzeng Huang Yuxuan Wang 10 11 0 20 Jul 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 41 8 0 14 Jul 2021
DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement Xiaohuai Le Hongsheng Chen Kai-Jyun Chen Jing Lu 23 78 0 12 Jul 2021
Separation Guided Speaker Diarization in Realistic Mismatched Conditions Shu-Tong Niu Jun Du Lei Sun Chin-Hui Lee 6 4 0 06 Jul 2021
Investigation of Practical Aspects of Single Channel Speech Separation for ASR Jian Wu Zhuo Chen Sanyuan Chen Yu-Huan Wu Takuya Yoshioka Naoyuki Kanda Shujie Liu Jinyu Li 30 17 0 05 Jul 2021
Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors Shota Horiguchi Shinji Watanabe Leibny Paola García-Perera Yawen Xue Yuki Takashima Y. Kawaguchi 36 37 0 04 Jul 2021
TENET: A Time-reversal Enhancement Network for Noise-robust ASR Fu-An Chao Shao-Wei Fan-Jiang Bi-Cheng Yan J. Hung Berlin Chen 18 12 0 04 Jul 2021
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Yuma Koizumi Shigeki Karita Scott Wisdom Hakan Erdogan J. Hershey Llion Jones M. Bacchiani 19 41 0 30 Jun 2021
Online Self-Attentive Gated RNNs for Real-Time Speaker Separation Ori Kabeli Yossi Adi Zhenyu Tang Buye Xu Anurag Kumar 20 2 0 25 Jun 2021
Basis-MelGAN: Efficient Neural Vocoder Based on Audio Decomposition Zhengxi Liu Y. Qian DRL 19 10 0 25 Jun 2021
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Andong Li Wenzhe Liu Xiaoxue Luo Guochen Yu C. Zheng Xiaodong Li 31 59 0 24 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
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 19 142 0 22 Jun 2021
Multi-accent Speech Separation with One Shot Learning Kuan-Po Huang Yuan-Kuei Wu Hung-yi Lee 41 4 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
A Hands-on Comparison of DNNs for Dialog Separation Using Transfer Learning from Music Source Separation Martin Strauss Jouni Paulus Matteo Torcoli B. Edler 31 8 0 16 Jun 2021
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Shubo Lv Yanxin Hu Shimin Zhang Lei Xie 24 93 0 16 Jun 2021
Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 23 22 0 15 Jun 2021
F-T-LSTM based Complex Network for Joint Acoustic Echo Cancellation and Speech Enhancement Shimin Zhang Yuxiang Kong Shubo Lv Yanxin Hu Lei Xie 24 44 0 14 Jun 2021
Few-shot learning of new sound classes for target sound extraction Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita S. Araki VLM 29 11 0 14 Jun 2021
WASE: Learning When to Attend for Speaker Extraction in Cocktail Party Environments Yunzhe Hao Jiaming Xu Peng Zhang Bo Xu 17 17 0 13 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 24 752 0 08 Jun 2021
Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition Max W. Y. Lam Jun Wang Chao Weng Dan Su Dong Yu 31 6 0 08 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
Classification of Audio Segments in Call Center Recordings using Convolutional Recurrent Neural Networks ¸Sükrü Ozan 11 0 0 04 Jun 2021
Manifold-Aware Deep Clustering: Maximizing Angles between Embedding Vectors Based on Regular Simplex Keitaro Tanaka Ryosuke Sawata Shusuke Takahashi 22 0 0 04 Jun 2021
Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition Hiroshi Sato Tsubasa Ochiai Marc Delcroix K. Kinoshita Takafumi Moriya Naoyuki Kamo 33 23 0 02 Jun 2021
Multi-Scale Attention Neural Network for Acoustic Echo Cancellation Lu Ma Song Yang Y. Gong Zhongqin Wu 14 7 0 31 May 2021
Multi-Scale Temporal Convolution Network for Classroom Voice Detection Lu Ma Xintian Wang Song Yang Y. Gong Zhongqin Wu 9 1 0 31 May 2021
EchoFilter: End-to-End Neural Network for Acoustic Echo Cancellation Lu Ma Song Yang Y. Gong Xintian Wang Zhongqin Wu 6 11 0 31 May 2021
DPLM: A Deep Perceptual Spatial-Audio Localization Metric Pranay Manocha Anurag Kumar Buye Xu Anjali Menon I. D. Gebru V. Ithapu P. Calamia 18 10 0 29 May 2021
Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics V. Jayaram John Thickstun DiffM 25 23 0 17 May 2021
Sampling-Frequency-Independent Audio Source Separation Using Convolution Layer Based on Impulse Invariant Method Koichi Saito Tomohiko Nakamura Kohei Yatabe Yuma Koizumi Hiroshi Saruwatari BDL VLM 31 7 0 10 May 2021
Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation Sunwoo Kim Minje Kim 36 19 0 08 May 2021
Speech Enhancement using Separable Polling Attention and Global Layer Normalization followed with PReLU Dengfeng Ke Jinsong Zhang Yanlu Xie Yanyan Xu Binghuai Lin 24 2 0 06 May 2021
Self-Supervised Learning from Automatically Separated Sound Scenes Eduardo Fonseca A. Jansen D. Ellis Scott Wisdom Marco Tagliasacchi J. Hershey Manoj Plakal Shawn Hershey R. C. Moore Xavier Serra SSL 31 13 0 05 May 2021
End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings Soumi Maiti Hakan Erdogan K. Wilson Scott Wisdom Shinji Watanabe J. Hershey 27 21 0 05 May 2021
AvaTr: One-Shot Speaker Extraction with Transformers S. Hu Md Rifat Arefin V. Nguyen Alish Dipani Xaq Pitkow A. Tolias 38 4 0 03 May 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 76 96 0 27 Apr 2021