FRCRN: Boosting Feature Representation using Frequency Recurrence for Monaural Speech Enhancement

15 June 2022

Shengkui Zhao

Bin Ma

Karn N. Watcharasupat

W. Gan

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Papers citing "FRCRN: Boosting Feature Representation using Frequency Recurrence for Monaural Speech Enhancement"

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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
ISDrama: Immersive Spatial Drama Generation through Multimodal Prompting Wenjie Qu Wenxiang Guo Changhao Pan Zehan Zhu Tao Jin Zhou Zhao VGen 54 1 0 29 Apr 2025
Muyan-TTS: A Trainable Text-to-Speech Model Optimized for Podcast Scenarios with a $50K Budget$ Xin Li Kaikai Jia Hao Sun Jun Dai Z. L. Jiang 203 0 0 27 Apr 2025
Are Deep Speech Denoising Models Robust to Adversarial Noise? Will Schwarzer Philip S. Thomas Andrea Fanelli Xiaoyu Liu 54 0 0 14 Mar 2025
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement Boyi Kang Xinfa Zhu Zihan Zhang Zhen Ye Mingshuai Liu ... Jun Chen Longshuai Xiao Chao Weng Wei Xue Lei Xie AuLLM 57 3 0 01 Mar 2025
AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement Junan Zhang Jing Yang Zihao Fang Yansen Wang Zehua Zhang Zhuo Wang Fan Fan Zhikai Wu 47 3 0 26 Jan 2025
Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention Yuewei Zhang Huanbin Zou Jie Zhu 44 0 0 21 Jan 2025
Reducing the Gap Between Pretrained Speech Enhancement and Recognition Models Using a Real Speech-Trained Bridging Module Zhongjian Cui Chenrui Cui Tianrui Wang Mengnan He Hao Shi Meng Ge Caixia Gong Longbiao Wang J. Dang 36 0 0 05 Jan 2025
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning Shrishti Saha Shetu Emanuël A. P. Habets Andreas Brendel 31 1 0 17 Oct 2024
Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility Xiaoyu Liu Xu Li Joan Serrà Santiago Pascual 31 3 0 14 Sep 2024
aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Yan Ru Pei Ritik Shrivastava FNU Sidharth 43 1 0 05 Sep 2024
Comparative Analysis Of Discriminative Deep Learning-Based Noise Reduction Methods In Low SNR Scenarios Shrishti Saha Shetu Emanuël A. P. Habets Andreas Brendel 47 2 0 26 Aug 2024
Towards Zero-Shot Text-To-Speech for Arabic Dialects Khai Duy Doan Abdul Waheed Muhammad Abdul-Mageed 55 0 0 24 Jun 2024
SNR-Progressive Model with Harmonic Compensation for Low-SNR Speech Enhancement Zhongshu Hou Tong Lei Qinwen Hu Zhanzhong Cao Ming Tang Jing Lu 47 0 0 24 Jun 2024
RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention Mingshuai Liu Zhuangqi Chen Xiaopeng Yan Yuanjun Lv Xianjun Xia Chuanzeng Huang Yijian Xiao Lei Xie 52 2 0 11 Jun 2024
MaskSR: Masked Language Model for Full-band Speech Restoration Xu Li Qirui Wang Xiaoyu Liu 53 8 0 04 Jun 2024
Monaural speech enhancement on drone via Adapter based transfer learning Xingyu Chen Hanwen Bi Wei-Ting Lai Fei Ma 23 1 0 16 May 2024
Audio-Visual Speech Enhancement in Noisy Environments via Emotion-Based Contextual Cues Tassadaq Hussain K. Dashtipour Yu Tsao Amir Hussain 34 2 0 26 Feb 2024
Improving Design of Input Condition Invariant Speech Enhancement Wangyou Zhang Jee-weon Jung Shinji Watanabe Yanmin Qian AAML 31 3 0 25 Jan 2024
Ultra Low Complexity Deep Learning Based Noise Suppression Shrishti Saha Shetu Soumitro Chakrabarty Oliver Thiergart E. Mabande 31 8 0 13 Dec 2023
Integrating Plug-and-Play Data Priors with Weighted Prediction Error for Speech Dereverberation Ziye Yang Wenxing Yang Kai Xie Jie Chen 16 2 0 05 Dec 2023
MBTFNet: Multi-Band Temporal-Frequency Neural Network For Singing Voice Enhancement Weiming Xu Zhouxuan Chen Zhili Tan Shubo Lv Ru Han Wenjiang Zhou Weifeng Zhao Lei Xie 27 2 0 06 Oct 2023
Toward Universal Speech Enhancement for Diverse Input Conditions Wangyou Zhang Kohei Saijo Zhong-Qiu Wang Shinji Watanabe Yanmin Qian VLM 32 19 0 29 Sep 2023
Spiking Structured State Space Model for Monaural Speech Enhancement Yu Du Xu Liu Yansong Chua 29 17 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 30 8 0 17 Aug 2023
A Mask Free Neural Network for Monaural Speech Enhancement Liangqi Liu Haixing Guan Jinlong Ma Wei Dai Guang-Yi Wang Shaowei Ding 26 11 0 07 Jun 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
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 32 15 0 27 Feb 2023
D2Former: A Fully Complex Dual-Path Dual-Decoder Conformer Network using Joint Complex Masking and Complex Spectral Mapping for Monaural Speech Enhancement Shengkui Zhao Bin Ma 35 16 0 23 Feb 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
Local spectral attention for full-band speech enhancement Zhongshu Hou Qi Hu Kai-Jyun Chen Jing Lu 41 0 0 11 Feb 2023
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem Andong Li Guochen Yu C. Zheng Wenzhe Liu Xiaodong Li 48 10 0 30 Nov 2022
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio Hendrik Schröter Alberto N. Escalante T. Rosenkranz Andreas Maier 33 54 0 11 May 2022
ICASSP 2022 Deep Noise Suppression Challenge Harishchandra Dubey Vishak Gopal Ross Cutler Chandan K. A. Reddy Sergiy Matusevych ... Sefik Emre Eskimez Manthan Thakker Sriram Srinivasan H. Gamper R. Aichner 21 188 0 27 Feb 2022
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net Hyeong-Seok Choi Sungjin Park Jie Hwan Lee Hoon Heo Dongsuk Jeon Kyogu Lee 36 57 0 05 Feb 2021