TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural
Speaker Separation

TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation

8 September 2022

Samuele Cornell

Shinji Watanabe

Papers citing "TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation"

19 / 19 papers shown

Title
Miipher-2: A Universal Speech Restoration Model for Million-Hour Scale Data Restoration Shigeki Karita Yuma Koizumi Heiga Zen Haruko Ishikawa Robin Scheibler M. Bacchiani VLM 54 1 0 07 May 2025
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing David Perera Victor Letzelter Théo Mariotte Adrien Cortés Mickaël Chen S. Essid Ga¨el Richard 52 2 0 20 Jan 2025
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 33 0 0 14 Oct 2024
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation Mohan Xu Kai Li Guo Chen Xiaolin Hu 32 0 0 02 Oct 2024
SNR-Progressive Model with Harmonic Compensation for Low-SNR Speech Enhancement Zhongshu Hou Tong Lei Qinwen Hu Zhanzhong Cao Ming Tang Jing Lu 16 0 0 24 Jun 2024
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation Shengkui Zhao Yukun Ma Chongjia Ni Chong Zhang Hao Wang Trung Hieu Nguyen Kun Zhou J. Yip Dianwen Ng Bin Ma 8 21 0 19 Dec 2023
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments William Ravenscroft Stefan Goetze Thomas Hain 19 7 0 09 Oct 2023
Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization Thilo von Neumann Christoph Boeddeker Tobias Cord-Landwehr Marc Delcroix Reinhold Haeb-Umbach 8 6 0 28 Sep 2023
Complete and separate: Conditional separation with missing target source attribute completion Dimitrios Bralios Efthymios Tzinis Paris Smaragdis 21 0 0 27 Jul 2023
AV-SepFormer: Cross-Attention SepFormer for Audio-Visual Target Speaker Extraction Jiuxin Lin X. Cai Heinrich Dinkel Jun Chen Zhiyong Yan Yongqing Wang Junbo Zhang Zhiyong Wu Yujun Wang Helen M. Meng 4 21 0 25 Jun 2023
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement Dongheon Lee Jung-Woo Choi 11 25 0 15 Dec 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 9 13 0 09 Nov 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 8 38 0 31 Oct 2022
SepIt: Approaching a Single Channel Speech Separation Bound Shahar Lutati Eliya Nachmani Lior Wolf VLM 33 27 0 24 May 2022
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement Zhong-Qiu Wang G. Wichern Jonathan Le Roux 36 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 59 74 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 61 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 54 279 0 28 Jul 2020
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 73 122 0 26 Apr 2018