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
Separate What You Describe: Language-Queried Audio Source Separation Xubo Liu Haohe Liu Qiuqiang Kong Xinhao Mei Jinzheng Zhao Qiushi Huang Mark D. Plumbley Wenwu Wang 42 58 0 28 Mar 2022
Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation Xue Yang C. Bao 27 3 0 25 Mar 2022
SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling Takaaki Saeki Shinnosuke Takamichi Tomohiko Nakamura Naoko Tanji Hiroshi Saruwatari 33 6 0 24 Mar 2022
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement Jun Chen Zehao Wang Deyi Tuo Zhiyong Wu Shiyin Kang Helen Meng 27 107 0 23 Mar 2022
Joint Noise Reduction and Listening Enhancement for Full-End Speech Enhancement Haoyu Li Yun Liu Junichi Yamagishi 13 2 0 22 Mar 2022
RoSS: Utilizing Robotic Rotation for Audio Source Separation Hyungjoo Seo Sahil Bhandary Karnoor Romit Roy Choudhury 20 0 0 18 Mar 2022
A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition Jisheng Bai Jianfeng Chen Mou Wang Muhammad Saad Ayub 14 9 0 16 Mar 2022
MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient Andong Li C. Zheng Ziyang Zhang Xiaodong Li 24 3 0 14 Mar 2022
Improving the transferability of speech separation by meta-learning Kuan-Po Huang Yuan-Kuei Wu Hung-yi Lee 35 1 0 11 Mar 2022
Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems Rahil Parikh Ilya Kavalerov C. Espy-Wilson Shihab Shamma Institute for Systems Research 11 3 0 08 Mar 2022
Single microphone speaker extraction using unified time-frequency Siamese-Unet Aviad Eisenberg Sharon Gannot Shlomo E. Chazan 30 3 0 06 Mar 2022
Integrating Statistical Uncertainty into Neural Network-Based Speech Enhancement Hu Fang Tal Peer S. Wermter Timo Gerkmann 31 6 0 04 Mar 2022
$Look\&Listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement$ Look\&Listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement Jun Xiong Yu Zhou Peng Zhang Lei Xie Wei Huang Yufei Zha 33 20 0 04 Mar 2022
DMF-Net: A decoupling-style multi-band fusion model for full-band speech enhancement Guochen Yu Yuansheng Guan Weixin Meng C. Zheng Haibo Wang 24 2 0 01 Mar 2022
Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge Yen-Ju Lu Samuele Cornell Xuankai Chang Wangyou Zhang Chenda Li Zhaoheng Ni Zhong-Qiu Wang Shinji Watanabe 19 28 0 24 Feb 2022
Benchmarking Generative Latent Variable Models for Speech Jakob Drachmann Havtorn Lasse Borgholt Søren Hauberg J. Frellsen Lars Maaløe 26 3 0 22 Feb 2022
L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment E. Guizzo Christian Marinoni Marco Pennese Xinlei Ren Xiguang Zheng Chen Zhang Bruno Masiero A. Uncini Danilo Comminiello 14 52 0 21 Feb 2022
L-SpEx: Localized Target Speaker Extraction Meng Ge Chenglin Xu Longbiao Wang E. Chng J. Dang Haizhou Li 30 21 0 21 Feb 2022
Multi-Channel Speech Denoising for Machine Ears Cong Han Emine Merve Kaya Kyle Hoefer M. Slaney S. Carlile 15 2 0 17 Feb 2022
On loss functions and evaluation metrics for music source separation Enric Gusó Jordi Pons Santiago Pascual Joan Serrà 14 19 0 16 Feb 2022
DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement Guochen Yu Andong Li Hui Wang Yutian Wang Yuxuan Ke C. Zheng 34 35 0 16 Feb 2022
Speech Denoising in the Waveform Domain with Self-Attention Zhifeng Kong Ming-Yu Liu Ambrish Dantrey Bryan Catanzaro 21 61 0 15 Feb 2022
Conditional Diffusion Probabilistic Model for Speech Enhancement Yen-Ju Lu Zhongqiu Wang Shinji Watanabe Alexander Richard Cheng Yu Yu Tsao DiffM 28 177 0 10 Feb 2022
Royalflush Speaker Diarization System for ICASSP 2022 Multi-channel Multi-party Meeting Transcription Challenge Jingguang Tian Xinhui Hu Xinkang Xu 24 9 0 10 Feb 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 36 9 0 08 Feb 2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge Fan Yu Shiliang Zhang Pengcheng Guo Yihui Fu Zhihao Du ... Kong Aik Lee Zhijie Yan B. Ma Xin Xu Hui Bu 18 28 0 08 Feb 2022
Exploring Self-Attention Mechanisms for Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell François Grondin Mirko Bronzi 40 23 0 06 Feb 2022
The CUHK-TENCENT speaker diarization system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge Naijun Zheng Na Li Xixin Wu Lingwei Meng Jiawen Kang Haibin Wu Chao Weng Dan Su Helen Meng 25 10 0 04 Feb 2022
New Insights on Target Speaker Extraction Mohamed Elminshawi Wolfgang Mack Srikanth Raj Chetupalli Soumitro Chakrabarty Emanuel Habets 19 18 0 01 Feb 2022
HGCN: Harmonic gated compensation network for speech enhancement Tianrui Wang Weibin Zhu Yingying Gao Junlan Feng Shilei Zhang 33 22 0 30 Jan 2022
J-MAC: Japanese multi-speaker audiobook corpus for speech synthesis Shinnosuke Takamichi Wataru Nakata Naoko Tanji Hiroshi Saruwatari AuLLM 30 6 0 26 Jan 2022
SkiM: Skipping Memory LSTM for Low-Latency Real-Time Continuous Speech Separation Chenda Li Lei Yang Weiqin Wang Y. Qian 32 25 0 26 Jan 2022
A Bayesian Permutation training deep representation learning method for speech enhancement with variational autoencoder Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen BDL DRL 24 4 0 24 Jan 2022
End-to-End Neural Speech Coding for Real-Time Communications Xue Jiang Xiulian Peng Chengyu Zheng Huaying Xue Yuan Zhang Yan Lu 29 27 0 24 Jan 2022
How Bad Are Artifacts?: Analyzing the Impact of Speech Enhancement Errors on ASR Kazuma Iwamoto Tsubasa Ochiai Marc Delcroix Rintaro Ikeshita Hiroshi Sato S. Araki S. Katagiri 30 57 0 18 Jan 2022
Fish sounds: towards the evaluation of marine acoustic biodiversity through data-driven audio source separation Michele Mancusi Nicola Zonca Emanuele Rodolà Silvia Zuffi 21 2 0 13 Jan 2022
Learning to Enhance or Not: Neural Network-Based Switching of Enhanced and Observed Signals for Overlapping Speech Recognition Hiroshi Sato Tsubasa Ochiai Marc Delcroix K. Kinoshita Naoyuki Kamo Takafumi Moriya 38 26 0 11 Jan 2022
Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem Jing Shi Xuankai Chang Tomoki Hayashi Yen-Ju Lu Shinji Watanabe Bo Xu 30 19 0 17 Dec 2021
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement Yi Li Yang Sun S. M. Naqvi 23 25 0 11 Dec 2021
Hybrid Neural Networks for On-device Directional Hearing Anran Wang Maruchi Kim Hao Zhang Shyamnath Gollakota 16 15 0 11 Dec 2021
Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech Rohit Paturi S. Srinivasan Katrin Kirchhoff Daniel Garcia-Romero 17 9 0 10 Dec 2021
Learning-based personal speech enhancement for teleconferencing by exploiting spatial-spectral features Yicheng Hsu Yonghan Lee M. Bai 22 10 0 10 Dec 2021
Domain Adaptation and Autoencoder Based Unsupervised Speech Enhancement Yi Li Yang Sun K. Horoshenkov S. M. Naqvi 11 23 0 09 Dec 2021
Noise-robust blind reverberation time estimation using noise-aware time-frequency masking Kaitong Zheng C. Zheng Jinqiu Sang Yulong Zhang Xiaodong Li 16 6 0 09 Dec 2021
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems Yi Luo 29 14 0 07 Dec 2021
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network Xiaolin Hu Kai Li Weiyi Zhang Yi Luo Jean-Marie Lemercier Timo Gerkmann 49 47 0 04 Dec 2021
Environmental Sound Extraction Using Onomatopoeic Words Yuki Okamoto Shota Horiguchi Masaaki Yamamoto Keisuke Imoto Y. Kawaguchi 24 9 0 01 Dec 2021
Mixed Precision DNN Qunatization for Overlapped Speech Separation and Recognition Junhao Xu Jianwei Yu Xunying Liu Helen Meng MQ 36 10 0 29 Nov 2021
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information Zohra Cheddad A. Cheddad 11 1 0 21 Nov 2021
Implicit Acoustic Echo Cancellation for Keyword Spotting and Device-Directed Speech Detection Samuele Cornell T. Balestri Thibaud Sénéchal 11 5 0 20 Nov 2021