Raw Waveform-based Speech Enhancement by Fully Convolutional Networks

7 March 2017

Szu-Wei Fu

Yu Tsao

Xugang Lu

Hisashi Kawai

ArXiv PDF HTML

Papers citing "Raw Waveform-based Speech Enhancement by Fully Convolutional Networks"

30 / 30 papers shown

Title
DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning Tom Dooney Harsh Narola Stefano Bromuri R. L. Curier C. Broeck Sarah Caudill D. Tan 69 0 0 30 Jan 2025
A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models Ryandhimas E. Zezario Sabato Marco Siniscalchi Hsin-Min Wang Yu Tsao 34 2 0 16 Sep 2024
Pre-training Feature Guided Diffusion Model for Speech Enhancement Yiyuan Yang Niki Trigoni Andrew Markham 37 3 0 11 Jun 2024
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR Yufeng Yang Ashutosh Pandey DeLiang Wang 44 4 0 11 Mar 2024
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement Ashutosh Pandey Buye Xu 42 1 0 15 Jan 2024
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 23 5 0 16 Nov 2022
Time-Domain Speech Enhancement for Robust Automatic Speech Recognition Yufeng Yang Ashutosh Pandey DeLiang Wang 24 8 0 24 Oct 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 19 183 0 11 Aug 2022
Robust Time Series Denoising with Learnable Wavelet Packet Transform Gaetan Frusque Olga Fink OOD AI4TS 32 24 0 13 Jun 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao 24 13 0 07 Apr 2022
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement Kuansan Wang Kai-Chun Liu Hsin-Min Wang Yu Tsao 35 1 0 14 Feb 2022
Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks Alexander Richard Peter Dodds V. Ithapu 32 36 0 07 Feb 2022
Towards Intelligibility-Oriented Audio-Visual Speech Enhancement Tassadaq Hussain M. Gogate K. Dashtipour Amir Hussain VLM 27 16 0 18 Nov 2021
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao DiffM 28 75 0 03 Nov 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 80 160 0 06 Jan 2021
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition Xiang Hao Xiangdong Su Zhiyu Wang Hui Zhang Batushiren 25 32 0 29 Oct 2020
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 28 32 0 22 Oct 2020
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement Tsun-An Hsieh Hsin-Min Wang Xugang Lu Yu Tsao 51 60 0 06 Apr 2020
A Review of Multi-Objective Deep Learning Speech Denoising Methods A. Azarang N. Kehtarnavaz 34 30 0 26 Mar 2020
Improving noise robust automatic speech recognition with single-channel time-domain enhancement network K. Kinoshita Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani 21 97 0 09 Mar 2020
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement Ashutosh Pandey DeLiang Wang 24 52 0 10 Feb 2020
Time-Domain Multi-modal Bone/air Conducted Speech Enhancement Cheng Yu Kuo-Hsuan Hung Syu-Siang Wang Szu-Wei Fu Yu Tsao J. Hung 29 33 0 22 Nov 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 30 50 0 26 Sep 2019
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 63 126 0 03 Sep 2019
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 33 10 0 05 Oct 2018
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM Szu-Wei Fu Yu Tsao Hsin-Te Hwang H. Wang 17 162 0 16 Aug 2018
A Fully Convolutional Neural Network Approach to End-to-End Speech Enhancement Frank Longueira S. Keene 12 3 0 20 Jul 2018
Convolutional Neural Networks to Enhance Coded Speech Ziyue Zhao Huijun Liu Tim Fingscheidt 29 64 0 25 Jun 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 96 123 0 26 Apr 2018
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Szu-Wei Fu Tao-Wei Wang Yu Tsao Xugang Lu Hisashi Kawai 31 272 0 12 Sep 2017