Towards efficient models for real-time deep noise suppression

22 January 2021

Papers citing "Towards efficient models for real-time deep noise suppression"

20 / 20 papers shown

Title
How much to Dereverberate? Low-Latency Single-Channel Speech Enhancement in Distant Microphone Scenarios Satvik Venkatesh Philip Coleman Arthur Benilov Simon Brown Selim Sheta Frederic Roskam 27 0 0 02 May 2025
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 132 0 0 14 Oct 2024
Ultra-Low Latency Speech Enhancement - A Comprehensive Study Haibin Wu Sebastian Braun 28 0 0 16 Sep 2024
A tunable binaural audio telepresence system capable of balancing immersive and enhanced modes Yicheng Hsu Mingsian R. Bai 27 1 0 14 May 2024
ICASSP 2023 Acoustic Echo Cancellation Challenge Ross Cutler Ando Saabas Tanel Pärnamaa Marju Purin Evgenii Indenbom Nicolae-Cătălin Ristea Jegor Guzvin H. Gamper Sebastian Braun R. Aichner 27 19 0 22 Sep 2023
Dynamic nsNet2: Efficient Deep Noise Suppression with Early Exiting Riccardo Miccini Alaa Zniber Clément Laroche Tobias Piechowiak Martin Schoeberl Luca Pezzarossa Ouassim Karrakchou J. Sparsø Mounir Ghogho 33 1 0 31 Aug 2023
ICASSP 2023 Deep Noise Suppression Challenge Harishchandra Dubey A. Aazami Vishak Gopal Sergiy Matusevych Sebastian Braun ... Sefik Emre Eskimez Manthan Thakker H. Gamper Takuya Yoshioka R. Aichner 28 82 0 21 Mar 2023
Personalized speech enhancement combining band-split RNN and speaker attentive module Xiaohuai Le Li Chen Chao-Peng He Yiqing Guo Cheng Chen Xianjun Xia Jing Lu 21 5 0 20 Feb 2023
Exploring WavLM on Speech Enhancement Hyungchan Song Sanyuan Chen Zhuo Chen Yu-Huan Wu Takuya Yoshioka M. Tang Jong Won Shin Shujie Liu 19 16 0 18 Nov 2022
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks Vasily Zadorozhnyy Qian Ye K. Koishida 21 8 0 26 Oct 2022
Model-matching Principle Applied to the Design of an Array-based All-neural Binaural Rendering System for Audio Telepresence Yicheng Hsu Cheng-Hung Ma M. Bai 13 4 0 20 Oct 2022
Speech Dereverberation with a Reverberation Time Shortening Target Rui Zhou Wenye Zhu Xiaofei Li 19 10 0 20 Oct 2022
Deep model with built-in cross-attention alignment for acoustic echo cancellation Evgenii Indenbom Nicolae-Cuatualin Ristea Ando Saabas Tanel Pärnamaa Jegor Guvzvin 25 11 0 24 Aug 2022
Inference skipping for more efficient real-time speech enhancement with parallel RNNs Xiaohuai Le Tong Lei Kai-Jyun Chen Jing Lu 35 20 0 22 Jul 2022
tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context Nils L. Westhausen B. Meyer 19 7 0 04 Apr 2022
Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry? Jekaterina Novikova 22 0 0 31 Mar 2022
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Ali Aroudi Stefan Uhlich M. Font ViT 21 5 0 08 Oct 2021
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Yuma Koizumi Shigeki Karita Scott Wisdom Hakan Erdogan J. Hershey Llion Jones M. Bacchiani 19 41 0 30 Jun 2021
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Andong Li Wenzhe Liu Xiaoxue Luo Guochen Yu C. Zheng Xiaodong Li 26 59 0 24 Jun 2021
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement Yangyang Xia Sebastian Braun Chandan K. A. Reddy Harishchandra Dubey Ross Cutler I. Tashev 29 119 0 28 Jan 2020