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
Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features Cunhang Fan B. Liu J. Tao Jiangyan Yi Zhengqi Wen 11 11 0 05 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 6 210 0 30 Jan 2020
Time-Domain Audio Source Separation Based on Wave-U-Net Combined with Discrete Wavelet Transform Tomohiko Nakamura Hiroshi Saruwatari AI4TS 25 18 0 28 Jan 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework Chandan K. A. Reddy Ebrahim Beyrami Harishchandra Dubey Vishak Gopal R. Cheng ... A. Aazami Sebastian Braun Puneet Rana Sriram Srinivasan J. Gehrke 18 87 0 23 Jan 2020
Improving speaker discrimination of target speech extraction with time-domain SpeakerBeam Marc Delcroix Tsubasa Ochiai Kateřina Žmolíková K. Kinoshita Naohiro Tawara Tomohiro Nakatani S. Araki 13 121 0 23 Jan 2020
Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation Rongzhi Gu Yuexian Zou 20 18 0 02 Jan 2020
Neural Architecture Search on Acoustic Scene Classification Jixiang Li Chuming Liang Bo-Wen Zhang Zhao Wang Fei Xiang Xiangxiang Chu 26 15 0 30 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
A Unified Framework for Speech Separation F. Bahmaninezhad Shi-Xiong Zhang Yong-mei Xu Meng Yu John H. L. Hansen Dong Yu 9 4 0 17 Dec 2019
MITAS: A Compressed Time-Domain Audio Separation Network with Parameter Sharing Chao-I Tuan Yuan-Kuei Wu Hung-yi Lee Yu Tsao 19 2 0 09 Dec 2019
Audio-Visual Target Speaker Enhancement on Multi-Talker Environment using Event-Driven Cameras A. Arriandiaga Giovanni Morrone Luca Pasa Leonardo Badino Chiara Bartolozzi 6 1 0 05 Dec 2019
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 16 265 0 27 Nov 2019
Demystifying TasNet: A Dissecting Approach Jens Heitkaemper Darius Jakobeit Christoph Boeddeker Lukas Drude Reinhold Haeb-Umbach 17 58 0 20 Nov 2019
Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement Zhong-Qiu Wang Hakan Erdogan Scott Wisdom K. Wilson Desh Raj Shinji Watanabe Zhuo Chen J. Hershey 12 1 0 18 Nov 2019
Improving Universal Sound Separation Using Sound Classification Efthymios Tzinis Scott Wisdom J. Hershey A. Jansen D. Ellis VLM 32 73 0 18 Nov 2019
PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin Chong Luo Zhiwei Xiong Wenjun Zeng 11 313 0 12 Nov 2019
Online Spectrogram Inversion for Low-Latency Audio Source Separation P. Magron Tuomas Virtanen 14 12 0 08 Nov 2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision Fatemeh Pishdadian G. Wichern Jonathan Le Roux 24 42 0 06 Nov 2019
Closing the Training/Inference Gap for Deep Attractor Networks C. Cadoux Stefan Uhlich Marc Ferras Yuki Mitsufuji 9 2 0 05 Nov 2019
Onssen: an open-source speech separation and enhancement library Zhaoheng Ni Michael I. Mandel VLM 11 6 0 03 Nov 2019
Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters Niccoló Nicodemo Gaurav Naithani K. Drossos Tuomas Virtanen R. Saletti MQ 6 1 0 01 Nov 2019
End-to-end Non-Negative Autoencoders for Sound Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis 15 5 0 31 Oct 2019
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Yi Luo Zhuo Chen N. Mesgarani Takuya Yoshioka 22 178 0 30 Oct 2019
Interrupted and cascaded permutation invariant training for speech separation Gene-Ping Yang Szu-Lin Wu Yao-Wen Mao Hung-yi Lee Lin-Shan Lee 14 14 0 28 Oct 2019
Mixup-breakdown: a consistency training method for improving generalization of speech separation models Max W. Y. Lam Jun Wang Dan Su Dong Yu 33 22 0 28 Oct 2019
A Multi-Phase Gammatone Filterbank for Speech Separation via TasNet David Ditter Timo Gerkmann 17 57 0 25 Oct 2019
Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks Ziye Yang Xiao-Lei Zhang 12 1 0 24 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 G. Wichern E. McQuinn Jonathan Le Roux 11 179 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 19 64 0 22 Oct 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 26 753 0 14 Oct 2019
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing Yi Luo Enea Ceolini Cong Han Shih-Chii Liu N. Mesgarani 12 147 0 29 Sep 2019
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks Changle Liu Sze-Wei Fu You-Jin Li Jen-Wei Huang Hsin-Min Wang Yu Tsao 22 50 0 26 Sep 2019
CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement M. Gogate K. Dashtipour Ahsan Adeel Amir Hussain 23 53 0 23 Sep 2019
Generative Speech Enhancement Based on Cloned Networks Michael Chinen W. Kleijn Felicia S. C. Lim Jan Skoglund 9 1 0 10 Sep 2019
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 63 125 0 03 Sep 2019
A Dual-Staged Context Aggregation Method Towards Efficient End-To-End Speech Enhancement Kai Zhen Mi Suk Lee Minje Kim 26 3 0 18 Aug 2019
WHAM!: Extending Speech Separation to Noisy Environments G. Wichern J. Antognini Michael Flynn Licheng Richard Zhu E. McQuinn Dwight Crow Ethan Manilow Jonathan Le Roux 12 329 0 02 Jul 2019
Increasing Compactness Of Deep Learning Based Speech Enhancement Models With Parameter Pruning And Quantization Techniques Jyun-Yi Wu Cheng Yu Szu-Wei Fu Chih-Ting Liu Shao-Yi Chien Yu Tsao 9 23 0 31 May 2019
A comprehensive study of speech separation: spectrogram vs waveform separation F. Bahmaninezhad Jian Wu Rongzhi Gu Shi-Xiong Zhang Yong-mei Xu Meng Yu Dong Yu 37 80 0 17 May 2019
End-to-End Multi-Channel Speech Separation Rongzhi Gu Jian Wu Shi-Xiong Zhang Lianwu Chen Yong-mei Xu Meng Yu Dan Su Yuexian Zou Dong Yu 20 77 0 15 May 2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement Szu-Wei Fu Chien-Feng Liao Yu Tsao Shou-De Lin 19 323 0 13 May 2019
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 11 184 0 08 May 2019
Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality Szu-Wei Fu Chien-Feng Liao Yu Tsao 8 69 0 06 May 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 27 157 0 25 Apr 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
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 17 22 0 02 Feb 2019
Multi-Domain Processing via Hybrid Denoising Networks for Speech Enhancement Jang-Hyun Kim Jaejun Yoo Sanghyuk Chun A. Kim Jung-Woo Ha 16 22 0 21 Dec 2018
Trainable Adaptive Window Switching for Speech Enhancement Yuma Koizumi N. Harada Y. Haneda 18 8 0 05 Nov 2018