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
MedleyVox: An Evaluation Dataset for Multiple Singing Voices Separation Chang-Bin Jeon Hyeongi Moon Keunwoo Choi Ben Sangbae Chon Kyogu Lee 14 5 0 14 Nov 2022
Speech Enhancement with Fullband-Subband Cross-Attention Network Jun Chen Wei Rao Zehao Wang Zhiyong Wu Yannan Wang Tao Yu Shidong Shang Helen M. Meng 17 16 0 10 Nov 2022
Speech separation with large-scale self-supervised learning Zhuo Chen Naoyuki Kanda Jian Wu Yu-Huan Wu Xiaofei Wang Takuya Yoshioka Jinyu Li S. Sivasankaran Sefik Emre Eskimez 19 14 0 09 Nov 2022
Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement Shucong Zhang Malcolm Chadwick Alberto Gil C. P. Ramos S. Bhattacharya 8 4 0 08 Nov 2022
Cold Diffusion for Speech Enhancement Hao Yen François Germain G. Wichern Jonathan Le Roux DiffM 21 40 0 04 Nov 2022
Real-Time Target Sound Extraction Bandhav Veluri Justin Chan Malek Itani Tuochao Chen Takuya Yoshioka Shyamnath Gollakota 36 30 0 04 Nov 2022
Iterative autoregression: a novel trick to improve your low-latency speech enhancement model Pavel Andreev Nicholas Babaev Azat Saginbaev Ivan Shchekotov Aibek Alanov 24 4 0 03 Nov 2022
Analysis of Noisy-target Training for DNN-based speech enhancement Takuya Fujimura T. Toda 32 4 0 02 Nov 2022
ImagineNET: Target Speaker Extraction with Intermittent Visual Cue through Embedding Inpainting Zexu Pan Wupeng Wang Marvin Borsdorf Haizhou Li 14 10 0 31 Oct 2022
Denoising neural networks for magnetic resonance spectroscopy Natalie Klein Amber J. Day Harris Mason M. Malone Sinead Williamson 24 1 0 31 Oct 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 29 41 0 31 Oct 2022
Magnitude or Phase? A Two Stage Algorithm for Dereverberation Ayal Schwartz Sharon Gannot Shlomo E. Chazan 11 0 0 31 Oct 2022
SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement Zhibin Qiu Mengfan Fu Yinfeng Yu Lili Yin Gang Hua Hao-Ming Huang DiffM 112 17 0 30 Oct 2022
Speech Enhancement with Intelligent Neural Homomorphic Synthesis Shulin He Wei Rao Jinjiang Liu Jun Chen Yukai Ju Xueliang Zhang Yannan Wang Shidong Shang 21 6 0 28 Oct 2022
Hierarchical speaker representation for target speaker extraction Shulin He Huaiwen Zhang Wei Rao Kanghao Zhang Yukai Ju Yang-Rui Yang Xueliang Zhang 34 3 0 28 Oct 2022
UX-NET: Filter-and-Process-based Improved U-Net for Real-time Time-domain Audio Separation Kashyap Patel A. Kovalyov Issa Panahi 21 6 0 28 Oct 2022
CasNet: Investigating Channel Robustness for Speech Separation Fan Wang Yao-Fei Cheng Hung-Shin Lee Yu Tsao Hsin-Min Wang 28 2 0 27 Oct 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement Ryosuke Sawata Naoki Murata Yuhta Takida Toshimitsu Uesaka Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji DiffM 34 15 0 27 Oct 2022
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation William Ravenscroft Stefan Goetze Thomas Hain 30 11 0 27 Oct 2022
Parallel Gated Neural Network With Attention Mechanism For Speech Enhancement Jia Cui S. Bleeck 16 0 0 26 Oct 2022
High Fidelity Neural Audio Compression Alexandre Défossez Jade Copet Gabriel Synnaeve Yossi Adi 30 599 0 24 Oct 2022
TridentSE: Guiding Speech Enhancement with 32 Global Tokens Dacheng Yin Zhiyuan Zhao Chuanxin Tang Zhiwei Xiong Chong Luo 28 14 0 24 Oct 2022
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation Xiaoyu Liu Xu Li Joan Serrà 44 9 0 23 Oct 2022
Neural Sound Field Decomposition with Super-resolution of Sound Direction Qiuqiang Kong Shilei Liu Junjie Shi Xuzhou Ye Yin Cao Qiaoxi Zhu Yong-mei Xu Yuxuan Wang 17 0 0 22 Oct 2022
Adversarial Permutation Invariant Training for Universal Sound Separation Emilian Postolache Jordi Pons Santiago Pascual Joan Serrà VLM 28 6 0 21 Oct 2022
Improved Normalizing Flow-Based Speech Enhancement using an All-pole Gammatone Filterbank for Conditional Input Representation Martin Strauss Matteo Torcoli B. Edler 21 4 0 21 Oct 2022
spatial-dccrn: dccrn equipped with frame-level angle feature and hybrid filtering for multi-channel speech enhancement Shubo Lv Yihui Fu Yukai Jv Linfu Xie Weixin Zhu Wei Rao Yannan Wang 19 8 0 17 Oct 2022
Individualized Conditioning and Negative Distances for Speaker Separation Tao Sun Nidal Abuhajar Shuyu Gong Zhewei Wang Charles D. Smith Xianhui Wang Li Xu Jundong Liu VLM 32 1 0 12 Oct 2022
VCSE: Time-Domain Visual-Contextual Speaker Extraction Network Junjie Li Meng Ge Zexu Pan Longbiao Wang J. Dang 18 10 0 09 Oct 2022
Music Source Separation with Band-split RNN Yi Luo Jianwei Yu 57 107 0 30 Sep 2022
Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie Zhang 39 4 0 28 Sep 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations Xucheng Wan Kai Liu Z.C. Du Huan Zhou 16 0 0 24 Sep 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement Sherif Abdulatif Ru Cao Bin Yang 29 61 0 22 Sep 2022
MVNet: Memory Assistance and Vocal Reinforcement Network for Speech Enhancement Jianrong Wang Xiaomin Li Xuewei Li Mei Yu Qiang Fang Li Liu 36 0 0 15 Sep 2022
Streaming Target-Speaker ASR with Neural Transducer Takafumi Moriya Hiroshi Sato Tsubasa Ochiai Marc Delcroix T. Shinozaki 28 21 0 09 Sep 2022
TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation Zhong-Qiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 74 97 0 08 Sep 2022
Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments K. Chen Hao-Wen Dong Yi Luo Julian McAuley Taylor Berg-Kirkpatrick M. Puckette Shlomo Dubnov 41 5 0 07 Sep 2022
Automatic music mixing with deep learning and out-of-domain data Marco A. Martínez-Ramírez Wei-Hsiang Liao Giorgio Fabbro Stefan Uhlich Chihiro Nagashima Yuki Mitsufuji 29 25 0 24 Aug 2022
Exploiting Temporal Structures of Cyclostationary Signals for Data-Driven Single-Channel Source Separation Gary C. F. Lee Amir Weiss A. Lancho Jennifer Tang Yuheng Bu Yury Polyanskiy G. Wornell 29 6 0 22 Aug 2022
Analysis of impact of emotions on target speech extraction and speech separation Jan vSvec Katevrina vZmolíková M. Kocour Marc Delcroix Tsubasa Ochiai Ladislav Movsner JanHonza'' vCernocký 25 4 0 15 Aug 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 16 180 0 11 Aug 2022
Conv-NILM-Net, a causal and multi-appliance model for energy source separation Mohamed Alami Chehboune Jérémie Decock Rim Kaddah Jesse Read 19 1 0 03 Aug 2022
Spatial Aware Multi-Task Learning Based Speech Separation Wei Sun Mei Wang L. Qiu 19 3 0 20 Jul 2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding Yen-Ju Lu Xuankai Chang Chenda Li Wangyou Zhang Samuele Cornell ... Robin Scheibler Zhong-Qiu Wang Yu Tsao Y. Qian Shinji Watanabe VLM 19 28 0 19 Jul 2022
PodcastMix: A dataset for separating music and speech in podcasts Nico M. Schmidt Jordi Pons M. Miron 25 2 0 15 Jul 2022
SATTS: Speaker Attractor Text to Speech, Learning to Speak by Learning to Separate Nabarun Goswami Tatsuya Harada 20 5 0 13 Jul 2022
Dual-Path Cross-Modal Attention for better Audio-Visual Speech Extraction Zhongweiyang Xu Xulin Fan M. Hasegawa-Johnson 19 2 0 09 Jul 2022
Learning to Separate Voices by Spatial Regions Alan Xu Romit Roy Choudhury 39 10 0 09 Jul 2022
Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain Dejan Marković Alexandre Défossez Alexander Richard 18 16 0 30 Jun 2022
Speaker Verification in Multi-Speaker Environments Using Temporal Feature Fusion Ahmad Aloradi Wolfgang Mack Mohamed Elminshawi Emanuel Habets 32 5 0 28 Jun 2022