Ultra Low Complexity Deep Learning Based Noise Suppression

Ultra Low Complexity Deep Learning Based Noise Suppression

13 December 2023

Shrishti Saha Shetu

Soumitro Chakrabarty

Oliver Thiergart

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Papers citing "Ultra Low Complexity Deep Learning Based Noise Suppression"

12 / 12 papers shown

Title
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement Jun Chen Zehao Wang Deyi Tuo Zhiyong Wu Shiyin Kang Helen Meng 63 110 0 23 Mar 2022
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering Hendrik Schröter Alberto N. Escalante T. Rosenkranz Andreas Maier 69 77 0 11 Oct 2021
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net Hyeong-Seok Choi Sungjin Park Jie Hwan Lee Hoon Heo Dongsuk Jeon Kyogu Lee 69 57 0 05 Feb 2021
Towards efficient models for real-time deep noise suppression Sebastian Braun H. Gamper Chandan K. A. Reddy I. Tashev 58 110 0 22 Jan 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 82 315 0 28 Oct 2020
Channel-wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music Haohe Liu Lei Xie Jian Wu Geng Yang 58 31 0 12 Aug 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 79 597 0 01 Aug 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results Chandan K. A. Reddy Vishak Gopal Ross Cutler Ebrahim Beyrami R. Cheng ... A. Aazami Sebastian Braun Puneet Rana Sriram Srinivasan J. Gehrke 94 318 0 16 May 2020
CLCNet: Deep learning-based Noise Reduction for Hearing Aids using Complex Linear Coding Hendrik Schröter T. Rosenkranz Alberto N. Escalante Marc Aubreville Andreas Maier 60 20 0 28 Jan 2020
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 155 1,205 0 06 Nov 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,900 0 17 Apr 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 92 1,148 0 28 Mar 2017