DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio

11 May 2022

Papers citing "DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio"

25 / 25 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
Wireless Hearables With Programmable Speech AI Accelerators Malek Itani Tuochao Chen Arun Raghavan Gavriel Kohlberg Shyamnath Gollakota AuLLM 56 0 0 24 Mar 2025
Align-ULCNet: Towards Low-Complexity and Robust Acoustic Echo and Noise Reduction Shrishti Saha Shetu Naveen Kumar Desiraju Wolfgang Mack Emanuël A. P. Habets 19 0 0 17 Oct 2024
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning Shrishti Saha Shetu Emanuël A. P. Habets Andreas Brendel 26 1 0 17 Oct 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 79 0 0 23 Sep 2024
A Hybrid Approach for Low-Complexity Joint Acoustic Echo and Noise Reduction Shrishti Saha Shetu Naveen Kumar Desiraju Jose Miguel Martinez Aponte Emanuël A. P. Habets Edwin Mabande 29 2 0 28 Aug 2024
Spectral Masking with Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement L. V. Fiorio B. Karanov Bruno Defraene Johan David Wim J. van Houtum Frans Widdershoven Ronald M. Aarts 17 2 0 28 Aug 2024
Comparative Analysis Of Discriminative Deep Learning-Based Noise Reduction Methods In Low SNR Scenarios Shrishti Saha Shetu Emanuël A. P. Habets Andreas Brendel 32 2 0 26 Aug 2024
A tunable binaural audio telepresence system capable of balancing immersive and enhanced modes Yicheng Hsu Mingsian R. Bai 14 1 0 14 May 2024
Real-time multichannel deep speech enhancement in hearing aids: Comparing monaural and binaural processing in complex acoustic scenarios Nils L. Westhausen Hendrik Kayser Theresa Jansen Bernd T. Meyer 37 3 0 03 May 2024
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2 Thomas Serre Mathieu Fontaine Éric Benhaim Geoffroy Dutour S. Essid 21 0 0 11 Apr 2024
Ultra Low Complexity Deep Learning Based Noise Suppression Shrishti Saha Shetu Soumitro Chakrabarty Oliver Thiergart E. Mabande 17 8 0 13 Dec 2023
ROSE: A Recognition-Oriented Speech Enhancement Framework in Air Traffic Control Using Multi-Objective Learning Xincheng Yu Dongyue Guo Jianwei Zhang Yi Lin 17 0 0 11 Dec 2023
Binaural multichannel blind speaker separation with a causal low-latency and low-complexity approach Nils L. Westhausen Bernd T. Meyer BDL 24 3 0 08 Dec 2023
Vec-Tok Speech: speech vectorization and tokenization for neural speech generation Xinfa Zhu Yuanjun Lv Yinjiao Lei Tao Li Wendi He Hongbin Zhou Heng Lu Lei Xie 29 16 0 11 Oct 2023
Continuous Modeling of the Denoising Process for Speech Enhancement Based on Deep Learning Zilu Guo Jun Du Chin-Hui Lee 17 0 0 17 Sep 2023
Complexity Scaling for Speech Denoising Hangting Chen Jianwei Yu Chao Weng 14 2 0 14 Sep 2023
Gesper: A Restoration-Enhancement Framework for General Speech Reconstruction Wenzhe Liu Yupeng Shi Jun Chen Wei Rao Shulin He Andong Li Yannan Wang Zhiyong Wu 20 6 0 14 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 14 0 0 15 May 2023
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement Hendrik Schröter T. Rosenkranz Alberto N. Escalante Andreas K. Maier 22 16 0 14 May 2023
Local spectral attention for full-band speech enhancement Zhongshu Hou Qi Hu Kai-Jyun Chen Jing Lu 28 0 0 11 Feb 2023
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net Hyeong-Seok Choi Sungjin Park Jie Hwan Lee Hoon Heo Dongsuk Jeon Kyogu Lee 34 57 0 05 Feb 2021
Interspeech 2021 Deep Noise Suppression Challenge Chandan K. A. Reddy Harishchandra Dubey K. Koishida A. Nair Vishak Gopal Ross Cutler Sebastian Braun H. Gamper R. Aichner Sriram Srinivasan AI4CE 72 160 0 06 Jan 2021
A Hybrid DSP/Deep Learning Approach to Real-Time Full-Band Speech Enhancement J. Valin 51 190 0 24 Sep 2017