TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech
Separation

TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation

22 November 2022

Samuele Cornell

Shinji Watanabe

Papers citing "TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation"

19 / 69 papers shown

Title
A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation Karn N. Watcharasupat Chih-Wei Wu Yiwei Ding Iroro Orife Aaron J. Hipple Aaron J. Hipple. Phillip A. Williams Scott Kramer Alexander Lerch W. Wolcott 32 5 0 05 Sep 2023
Remixing-based Unsupervised Source Separation from Scratch Kohei Saijo Tetsuji Ogawa 11 3 0 01 Sep 2023
ReZero: Region-customizable Sound Extraction Rongzhi Gu Yi Luo 38 12 0 31 Aug 2023
SpatialNet: Extensively Learning Spatial Information for Multichannel Joint Speech Separation, Denoising and Dereverberation Changsheng Quan Xiaofei Li 18 35 0 31 Jul 2023
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation Yoshiki Masuyama Xuankai Chang Wangyou Zhang Samuele Cornell Zhongqiu Wang Nobutaka Ono Y. Qian Shinji Watanabe 36 6 0 23 Jul 2023
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information Jiuxin Lin Peng Wang Heinrich Dinkel Jun Chen Zhiyong Wu Zhiyong Yan Yongqing Wang Junbo Zhang Yujun Wang 16 7 0 28 Jun 2023
Mixture Encoder for Joint Speech Separation and Recognition Simon Berger Peter Vieting Christoph Boeddeker Ralf Schluter Reinhold Häb-Umbach 16 6 0 21 Jun 2023
UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures Zhong-Qiu Wang Shinji Watanabe 38 10 0 31 May 2023
Neural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated Full- and Sub-Band Modeling Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe AI4TS 23 10 0 18 Apr 2023
Handling Trade-Offs in Speech Separation with Sparsely-Gated Mixture of Experts Xiaofei Wang Zhuo Chen Yu Shi Jian Wu Naoyuki Kanda Takuya Yoshioka MoE 26 1 0 11 Nov 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
Resource-Efficient Separation Transformer Luca Della Libera Cem Subakan Mirco Ravanelli Samuele Cornell Frédéric Lepoutre François Grondin VLM 40 16 0 19 Jun 2022
SepIt: Approaching a Single Channel Speech Separation Bound Shahar Lutati Eliya Nachmani Lior Wolf VLM 43 27 0 24 May 2022
Learning Filterbanks for End-to-End Acoustic Beamforming Samuele Cornell Manuel Pariente François Grondin S. Squartini 38 7 0 08 Nov 2021
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement Zhong-Qiu Wang G. Wichern Jonathan Le Roux 126 15 0 01 Oct 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
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
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 62 280 0 28 Jul 2020
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 96 123 0 26 Apr 2018