FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement

29 October 2020

Papers citing "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement"

50 / 92 papers shown

Title
CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR Nian Shao Rui Zhou Pengyu Wang Xian Li Ying Fang Yujie Yang Xiaofei Li 41 0 0 27 Feb 2025
AudioMiXR: Spatial Audio Object Manipulation with 6DoF for Sound Design in Augmented Reality Brandon Woodard Margarita Geleta Joseph J. LaViola Jr. Andrea Fanelli Rhonda Wilson 57 1 0 05 Feb 2025
Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention Yuewei Zhang Huanbin Zou Jie Zhu 44 0 0 21 Jan 2025
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 192 0 0 14 Oct 2024
FINALLY: fast and universal speech enhancement with studio-like quality Nicholas Babaev Kirill Tamogashev Azat Saginbaev Ivan Shchekotov Hanbin Bae Hosang Sung WonJun Lee Hoon-Young Cho Pavel Andreev 36 2 0 08 Oct 2024
Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet Xiang Hao Chenxiang Ma Qu Yang Jibin Wu Kay Chen Tan 28 0 0 07 Oct 2024
SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios Kai Li Wendi Sang Chang Zeng Runxuan Yang Guo Chen Xiaolin Hu 39 2 0 02 Oct 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 191 0 0 23 Sep 2024
LiSenNet: Lightweight Sub-band and Dual-Path Modeling for Real-Time Speech Enhancement Haoyin Yan Jie Zhang Cunhang Fan Yeping Zhou Peiqi Liu 53 1 0 20 Sep 2024
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement Wenze Ren Haibin Wu Yi-Cheng Lin Xuanjun Chen Rong-Yu Chao Kuo-Hsuan Hung You-Jin Li Wen-Yuan Ting Hsin-Min Wang Yu Tsao Mamba 44 0 0 16 Sep 2024
DeWinder: Single-Channel Wind Noise Reduction using Ultrasound Sensing Kuang Yuan Shuo Han Swarun Kumar Bhiksha Raj 32 2 0 10 Sep 2024
Spectron: Target Speaker Extraction using Conditional Transformer with Adversarial Refinement Tathagata Bandyopadhyay ViT 18 0 0 02 Sep 2024
ConcateNet: Dialogue Separation Using Local And Global Feature Concatenation Mhd Modar Halimeh Matteo Torcoli Emanuel Habets 54 0 0 16 Aug 2024
Distil-DCCRN: A Small-footprint DCCRN Leveraging Feature-based Knowledge Distillation in Speech Enhancement Runduo Han Weiming Xu Zihan Zhang Mingshuai Liu Lei Xie 35 1 0 08 Aug 2024
Speech dereverberation constrained on room impulse response characteristics Louis Bahrman Mathieu Fontaine Jonathan Le Roux Gaël Richard 39 1 0 10 Jul 2024
Improving Speech Enhancement by Integrating Inter-Channel and Band Features with Dual-branch Conformer Jizhen Li Xinmeng Xu Weiping Tu Yuhong Yang Rong Zhu 32 1 0 09 Jul 2024
MFF-EINV2: Multi-scale Feature Fusion across Spectral-Spatial-Temporal Domains for Sound Event Localization and Detection Da Mu Zhicheng Zhang Haobo Yue 32 2 0 13 Jun 2024
MaskSR: Masked Language Model for Full-band Speech Restoration Xu Li Qirui Wang Xiaoyu Liu 53 8 0 04 Jun 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning Brandon Colelough Andrew Zheng 26 1 0 30 May 2024
A Closer Look at Wav2Vec2 Embeddings for On-Device Single-Channel Speech Enhancement Ravi Shankar Ke Tan Buye Xu Anurag Kumar 36 0 0 03 Mar 2024
SICRN: Advancing Speech Enhancement through State Space Model and Inplace Convolution Techniques Changjiang Zhao Shulin He Xueliang Zhang 26 7 0 22 Feb 2024
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Simon Leglaive Matthieu Fraticelli Hend ElGhazaly Léonie Borne Mostafa Sadeghi Scott Wisdom Manuel Pariente J. Hershey Daniel Pressnitzer Jon P. Barker 24 8 0 02 Feb 2024
Phoneme-Based Proactive Anti-Eavesdropping with Controlled Recording Privilege Peng Huang Yao Wei Peng Cheng Zhongjie Ba Liwang Lu Feng Lin Yang Wang Kui Ren 32 0 0 28 Jan 2024
A Refining Underlying Information Framework for Monaural Speech Enhancement Rui Cao Tianrui Wang Meng Ge Longbiao Wang Jianwu Dang 23 1 0 18 Dec 2023
Scalable Ensemble-based Detection Method against Adversarial Attacks for speaker verification Haibin Wu Heng-Cheng Kuo Yu Tsao Hung-yi Lee AAML 32 1 0 14 Dec 2023
CheapNET: Improving Light-weight speech enhancement network by projected loss function Kaijun Tan Benzhe Dai Jiakui Li Wenyu Mao 42 1 0 27 Nov 2023
Super Denoise Net: Speech Super Resolution with Noise Cancellation in Low Sampling Rate Noisy Environments Junkang Yang Hongqing Liu Lu Gan Yi Zhou 18 1 0 09 Oct 2023
UniAudio: An Audio Foundation Model Toward Universal Audio Generation Dongchao Yang Jinchuan Tian Xuejiao Tan Rongjie Huang Songxiang Liu ... Jiang Bian Xixin Wu Zhou Zhao Shinji Watanabe Helen M. Meng CVBM AuLLM 30 116 0 01 Oct 2023
Speech enhancement with frequency domain auto-regressive modeling Anurenjan Purushothaman Debottam Dutta Rohit Kumar Sriram Ganapathy 25 2 0 24 Sep 2023
Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction Julitta Bartolewska Stanisław Kacprzak K. Kowalczyk 20 0 0 18 Sep 2023
RVAE-EM: Generative speech dereverberation based on recurrent variational auto-encoder and convolutive transfer function Pengyu Wang Xiaofei Li DRL DiffM 17 5 0 15 Sep 2023
Complexity Scaling for Speech Denoising Hangting Chen Jianwei Yu Chao Weng 27 2 0 14 Sep 2023
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram Zhifeng Kong Ming-Yu Liu Ambrish Dantrey Bryan Catanzaro 27 7 0 12 Sep 2023
Causal Signal-Based DCCRN with Overlapped-Frame Prediction for Online Speech Enhancement Julitta Bartolewska Stanisław Kacprzak K. Kowalczyk 21 2 0 07 Sep 2023
Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement Ye-Xin Lu Yang Ai Zhenhua Ling 25 8 0 17 Aug 2023
Efficient Monaural Speech Enhancement using Spectrum Attention Fusion Jinyu Long Jetic Gū Binhao Bai Zhibo Yang Pingsun Wei Junli Li 25 0 0 04 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
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 19 8 0 28 Jun 2023
A Mask Free Neural Network for Monaural Speech Enhancement Liangqi Liu Haixing Guan Jinlong Ma Wei Dai Guang-Yi Wang Shaowei Ding 21 11 0 07 Jun 2023
ForkNet: Simultaneous Time and Time-Frequency Domain Modeling for Speech Enhancement Feng Dang Qi Hu Pengyuan Zhang Yonghong Yan 27 0 0 15 May 2023
Inter-SubNet: Speech Enhancement with Subband Interaction Jun Chen Wei Rao Zehao Wang Jiuxin Lin Zhiyong Wu Yannan Wang Shidong Shang Helen M. Meng 16 13 0 09 May 2023
Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms Joseph Konan Ojas Bhargave Shikhar Agnihotri Hojeong Lee Ankit Parag Shah ... Hamza Khalid Minseon Gwak Kawon Lee Minjeong Kim Bhiksha Raj 8 2 0 16 Mar 2023
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection Jinchao Li Kaitao Song Junan Li Bo Zheng Dongsheng Li Xixin Wu Xunying Liu Helen M. Meng 34 12 0 14 Mar 2023
A Framework for Unified Real-time Personalized and Non-Personalized Speech Enhancement Zhepei Wang Ritwik Giri Devansh P. Shah J. Valin Mike Goodwin Paris Smaragdis 27 8 0 23 Feb 2023
DeepSpace: Dynamic Spatial and Source Cue Based Source Separation for Dialog Enhancement A. Master Lie Lu J. Samuelsson Heidi-Maria Lehtonen S. Norcross Nathan Swedlow Audrey Howard 21 3 0 16 Feb 2023
PAAPLoss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement Muqiao Yang Joseph Konan David Bick YUNYANG ZENG Shuo Han Anurag Kumar Shinji Watanabe Bhiksha Raj 21 5 0 16 Feb 2023
TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement YUNYANG ZENG Joseph Konan Shuo Han David Bick Muqiao Yang Anurag Kumar Shinji Watanabe Bhiksha Raj 25 10 0 16 Feb 2023
Interpretations of Domain Adaptations via Layer Variational Analysis Huan-Hsin Tseng Hsin-Yi Lin Kuo-Hsuan Hung Yu Tsao FAtt 33 4 0 03 Feb 2023
Speech Enhancement for Virtual Meetings on Cellular Networks Hojeong Lee Minseon Gwak Kawon Lee Minjeong Kim Joseph Konan Ojas Bhargave 23 2 0 02 Feb 2023
Cellular Network Speech Enhancement: Removing Background and Transmission Noise Amanda Shu Hamza Khalid Haohui Liu Shikhar Agnihotri Joseph Konan Ojas Bhargave 19 0 0 22 Jan 2023