Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks

24 February 2021

Papers citing "Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks"

25 / 25 papers shown

Title
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 58 192 0 27 Feb 2022
Two Heads Are Better Than One: A Two-Stage Approach for Monaural Noise Reduction in the Complex Domain Andong Li C. Zheng Renhua Peng Xiaodong Li 61 10 0 03 Nov 2020
Dense CNN with Self-Attention for Time-Domain Speech Enhancement Ashutosh Pandey DeLiang Wang 66 136 0 03 Sep 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 69 459 0 23 Jun 2020
Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks Yuichiro Koyama Tyler Vuong Stefan Uhlich Bhiksha Raj 48 41 0 23 May 2020
A Recursive Network with Dynamic Attention for Monaural Speech Enhancement Andong Li C. Zheng Cunhang Fan Renhua Peng Xiaodong Li 23 28 0 29 Mar 2020
Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method Cunhang Fan J. Tao B. Liu Jiangyan Yi Zhengqi Wen Xuefei Liu 52 9 0 17 Mar 2020
Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention Yuma Koizumi Kohei Yatabe Marc Delcroix Yoshiki Masuyama Daiki Takeuchi 43 125 0 14 Feb 2020
T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement Jaeyoung Kim Mostafa El-Khamy Jungwon Lee 46 188 0 13 Oct 2019
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks Changle Liu Sze-Wei Fu You-Jin Li Jen-Wei Huang Hsin-Min Wang Yu Tsao 65 50 0 26 Sep 2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement Szu-Wei Fu Chien-Feng Liao Yu Tsao Shou-De Lin 47 331 0 13 May 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Yazan Abu Farha Juergen Gall 57 664 0 05 Mar 2019
Improved Speech Enhancement with the Wave-U-Net Can Eren Sezener Tillman Weyde 34 164 0 27 Nov 2018
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 142 1,191 0 06 Nov 2018
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking Quan Wang Hannah Muckenhirn K. Wilson Prashant Sridhar Zelin Wu J. Hershey Rif A. Saurous Ron J. Weiss Ye Jia Ignacio López Moreno 65 368 0 11 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 150 1,783 0 20 Sep 2018
Speech Denoising with Deep Feature Losses François Germain Qifeng Chen V. Koltun 45 163 0 27 Jun 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 644 130,942 0 12 Jun 2017
Complex spectrogram enhancement by convolutional neural network with multi-metrics learning Szu-Wei Fu Ting-Yao Hu Yu Tsao Xugang Lu 55 178 0 27 Apr 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 76 1,146 0 28 Mar 2017
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 368 7,381 0 12 Sep 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 115 5,024 0 22 Mar 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 432 43,234 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 290 18,587 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014