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
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
Points2Sound: From mono to binaural audio using 3D point cloud scenes Francesc Lluís V. Chatziioannou A. Hofmann 3DPC 40 6 0 26 Apr 2021
Many-Speakers Single Channel Speech Separation with Optimal Permutation Training Shaked Dovrat Eliya Nachmani Lior Wolf VLM 14 21 0 18 Apr 2021
Multi-Metric Optimization using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement Haoyu Li Junichi Yamagishi 27 9 0 17 Apr 2021
MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation Xiyun Li Yong-mei Xu Meng Yu Shi-Xiong Zhang Jiaming Xu Bo Xu Dong Yu 22 14 0 17 Apr 2021
On the Design of Deep Priors for Unsupervised Audio Restoration V. Narayanaswamy Jayaraman J. Thiagarajan A. Spanias AI4CE 37 5 0 14 Apr 2021
L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing E. Guizzo R. F. Gramaccioni Saeid Jamili Christian Marinoni Edoardo Massaro ... Marco Pennese Sveva Pepe Enrico Rocchi A. Uncini Danilo Comminiello 21 27 0 12 Apr 2021
Learning to Rank Microphones for Distant Speech Recognition Samuele Cornell Alessio Brutti M. Matassoni S. Squartini 25 4 0 06 Apr 2021
Noise Estimation for Generative Diffusion Models Robin San-Roman Eliya Nachmani Lior Wolf DiffM 38 105 0 06 Apr 2021
Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification Aswin Sivaraman Sunwoo Kim Minje Kim 11 23 0 05 Apr 2021
Efficient Personalized Speech Enhancement through Self-Supervised Learning Aswin Sivaraman Minje Kim 26 19 0 05 Apr 2021
MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment Meng Yu Chunlei Zhang Yong-mei Xu Shi-Xiong Zhang Dong Yu 10 30 0 02 Apr 2021
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN Giorgio Barnabò Giovanni Trappolini L. Lastilla Cesare Campagnano Angela Fan Fabio Petroni Fabrizio Silvestri 18 4 0 01 Apr 2021
Target Speaker Verification with Selective Auditory Attention for Single and Multi-talker Speech Chenglin Xu Wei Rao Jibin Wu Haizhou Li 34 32 0 30 Mar 2021
Time-domain Speech Enhancement with Generative Adversarial Learning Feiyang Xiao Jian Guan Qiuqiang Kong Wenwu Wang GAN 21 9 0 30 Mar 2021
On TasNet for Low-Latency Single-Speaker Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen 17 2 0 27 Mar 2021
Blind Speech Separation and Dereverberation using Neural Beamforming Lukas Pfeifenberger Franz Pernkopf 18 5 0 24 Mar 2021
USTC-NELSLIP System Description for DIHARD-III Challenge Yuxuan Wang Maokui He Shutong Niu Lei Sun Tian Gao Xin Fang Jia Pan Jun Du Chin-Hui Lee 16 28 0 19 Mar 2021
HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation C. Garoufis Athanasia Zlatintsi Petros Maragos 40 2 0 07 Mar 2021
Compute and memory efficient universal sound source separation Efthymios Tzinis Zhepei Wang Xilin Jiang Paris Smaragdis 26 40 0 03 Mar 2021
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect Jun Wang Max W. Y. Lam Dan Su Dong Yu 22 6 0 02 Mar 2021
Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation Max W. Y. Lam Jun Wang Dan Su Dong Yu AI4TS 72 49 0 01 Mar 2021
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks Ju Lin A. Wijngaarden Kuang-Ching Wang M. C. Smith 27 50 0 24 Feb 2021
Handling Background Noise in Neural Speech Generation Tom Denton Alejandro Luebs Felicia S. C. Lim Andrew Storus Hengchin Yeh W. Kleijn Jan Skoglund 13 2 0 23 Feb 2021
Dual-Path Modeling for Long Recording Speech Separation in Meetings Chenda Li Zhuo Chen Yi Luo Cong Han Tianyan Zhou K. Kinoshita Marc Delcroix Shinji Watanabe Y. Qian 24 10 0 23 Feb 2021
TransMask: A Compact and Fast Speech Separation Model Based on Transformer Zining Zhang Bingsheng He Zhenjie Zhang 36 21 0 19 Feb 2021
Speech enhancement with weakly labelled data from AudioSet Qiuqiang Kong Haohe Liu Xingjian Du Li Chen Rui Xia Yuxuan Wang 18 18 0 19 Feb 2021
CatNet: music source separation system with mix-audio augmentation Xuchen Song Qiuqiang Kong Xingjian Du Yuxuan Wang 31 10 0 19 Feb 2021
Generative Speech Coding with Predictive Variance Regularization W. Kleijn Andrew Storus Michael Chinen Tom Denton Felicia S. C. Lim Alejandro Luebs Jan Skoglund Hengchin Yeh 29 67 0 18 Feb 2021
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms Kleanthis Avramidis Agelos Kratimenos C. Garoufis Athanasia Zlatintsi Petros Maragos 11 8 0 13 Feb 2021
Guided Variational Autoencoder for Speech Enhancement With a Supervised Classifier Guillaume Carbajal Julius Richter Timo Gerkmann DRL SSL 13 16 0 12 Feb 2021
Real-time Monaural Speech Enhancement With Short-time Discrete Cosine Transform Qinglong Li Fei Gao Haixing Guan Kaichi Ma 33 24 0 09 Feb 2021
Speaker and Direction Inferred Dual-channel Speech Separation Chenxing Li Jiaming Xu N. Mesgarani Bo Xu 16 8 0 08 Feb 2021
Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 22 13 0 07 Feb 2021
Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses Shengkui Zhao Trung Hieu Nguyen B. Ma 29 41 0 03 Feb 2021
Multimodal Attention Fusion for Target Speaker Extraction Hiroshi Sato Tsubasa Ochiai K. Kinoshita Marc Delcroix Tomohiro Nakatani S. Araki 11 27 0 02 Feb 2021
A Review of Speaker Diarization: Recent Advances with Deep Learning Tae Jin Park Naoyuki Kanda Dimitrios Dimitriadis Kyu Jeong Han Shinji Watanabe Shrikanth Narayanan VLM 274 327 0 24 Jan 2021
Towards efficient models for real-time deep noise suppression Sebastian Braun H. Gamper Chandan K. A. Reddy I. Tashev 21 104 0 22 Jan 2021
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 85 144 0 21 Jan 2021
A Joint Diagonalization Based Efficient Approach to Underdetermined Blind Audio Source Separation Using the Multichannel Wiener Filter N. Ito Rintaro Ikeshita H. Sawada Tomohiro Nakatani 6 25 0 21 Jan 2021
Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks Max W. Y. Lam Jun Wang Dan Su Dong Yu 43 29 0 13 Jan 2021
Neural Network-based Virtual Microphone Estimator Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani Rintaro Ikeshita K. Kinoshita S. Araki 22 10 0 12 Jan 2021
Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation Yong-mei Xu Z. Zhang Meng Yu Shi-Xiong Zhang Dong Yu 18 1 0 04 Jan 2021
Multi-channel Multi-frame ADL-MVDR for Target Speech Separation Z. Zhang Yong-mei Xu Meng Yu Shi-Xiong Zhang Lianwu Chen Donald Williamson Dong Yu 16 28 0 24 Dec 2020
The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans Shinji Watanabe Florian Boyer Xuankai Chang Pengcheng Guo Tomoki Hayashi ... Shigeki Karita Chenda Li Jing Shi Aswin Shanmugam Subramanian Wangyou Zhang VLM 47 38 0 23 Dec 2020
Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording Cong Han Yi Luo Chenda Li Tianyan Zhou K. Kinoshita ... Marc Delcroix Hakan Erdogan J. Hershey N. Mesgarani Zhuo Chen 11 8 0 17 Dec 2020
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 26 20 0 14 Dec 2020
Towards speech enhancement using a variational U-Net architecture E. J. Nustede Jörn Anemüller 17 1 0 07 Dec 2020