A Wavenet for Speech Denoising

22 June 2017

Xavier Serra

Papers citing "A Wavenet for Speech Denoising"

50 / 64 papers shown

Title
Aliasing Reduction in Neural Amp Modeling by Smoothing Activations Ryota Sato Julius O. Smith III 48 0 0 07 May 2025
Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance Diep Luong Mikko Heikkinen K. Drossos Tuomas Virtanen 51 0 0 06 May 2025
A Low-Power Streaming Speech Enhancement Accelerator For Edge Devices Ci-Hao Wu Tian-Sheuan Chang 61 1 0 27 Mar 2025
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 67 0 0 30 Jan 2025
ConSinger: Efficient High-Fidelity Singing Voice Generation with Minimal Steps Yulin Song Guorui Sang Jing Yu Chuangbai Xiao DiffM 42 0 0 20 Oct 2024
RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge A. Lancho Amir Weiss Gary C. F. Lee T. Jayashankar Binoy G. Kurien Yury Polyanskiy Gregory W. Wornell 48 0 0 13 Sep 2024
Single-channel speech enhancement using learnable loss mixup Oscar Chang Dung N. Tran K. Koishida 51 7 0 20 Dec 2023
MFCC-GAN Codec: A New AI-based Audio Coding Mohammad Reza Hasanabadi 16 0 0 22 Oct 2023
Audio Denoising for Robust Audio Fingerprinting Kamil Akesbi 21 3 0 21 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 30 21 0 01 Dec 2022
Modelling black-box audio effects with time-varying feature modulation Marco Comunità C. Steinmetz Huy Phan Joshua D. Reiss 44 14 0 01 Nov 2022
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement Jun Chen Zehao Wang Deyi Tuo Zhiyong Wu Shiyin Kang Helen Meng 27 107 0 23 Mar 2022
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet Björn W. Schuller Ali Akman Yi-Fen Chang H. Coppock Alexander Gebhard Alexander Kathan Esther Rituerto-González Andreas Triantafyllopoulos Florian B. Pokorny 38 1 0 10 Mar 2022
MANNER: Multi-view Attention Network for Noise Erasure Hyun Joon Park Byung Ha Kang Wooseok Shin Jin Sob Kim S. W. Han 30 48 0 04 Mar 2022
Learning the Beauty in Songs: Neural Singing Voice Beautifier Jinglin Liu Chengxi Li Yi Ren Zhiying Zhu Zhou Zhao DiffM 35 14 0 27 Feb 2022
Speech Emotion Recognition Using Quaternion Convolutional Neural Networks Aneesh Muppidi Martin H. Radfar 25 46 0 31 Oct 2021
WaveBeat: End-to-end beat and downbeat tracking in the time domain C. Steinmetz Joshua D. Reiss 9 9 0 04 Oct 2021
Full Attention Bidirectional Deep Learning Structure for Single Channel Speech Enhancement Yuzi Yan Weiqiang Zhang Michael T. Johnson 25 0 0 27 Aug 2021
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 43 731 0 07 Jul 2021
A Generative Model for Raw Audio Using Transformer Architectures Prateek Verma C. Chafe 27 28 0 30 Jun 2021
Noise Classification Aided Attention-Based Neural Network for Monaural Speech Enhancement Lu Ma Song Yang Y. Gong Zhongqin Wu 11 0 0 31 May 2021
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism Jinglin Liu Chengxi Li Yi Ren Feiyang Chen Zhou Zhao DiffM 49 258 0 06 May 2021
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data Hadrien Pujol Éric Bavu Alexandre Garcia 44 22 0 27 Apr 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 76 96 0 27 Apr 2021
Nonlinear Spatial Filtering in Multichannel Speech Enhancement Kristina Tesch Timo Gerkmann 19 19 0 22 Apr 2021
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain Kai Wang Bengbeng He Weiping Zhu 41 165 0 18 Mar 2021
Efficient neural networks for real-time modeling of analog dynamic range compression C. Steinmetz Joshua D. Reiss 57 27 0 11 Feb 2021
Multichannel-based learning for audio object extraction Daniel Arteaga Jordi Pons DiffM 11 3 0 11 Feb 2021
Towards speech enhancement using a variational U-Net architecture E. J. Nustede Jörn Anemüller 15 1 0 07 Dec 2020
FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement Xiang Hao Xiangdong Su Radu Horaud Xiaofei Li 20 194 0 29 Oct 2020
Upsampling artifacts in neural audio synthesis Jordi Pons Santiago Pascual Giulio Cengarle Joan Serrà 33 62 0 27 Oct 2020
Phase Aware Speech Enhancement using Realisation of Complex-valued LSTM Raktim Gautam Goswami Sivaganesh Andhavarapu Rama Murty 21 1 0 27 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
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 34 1,396 0 21 Sep 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Umut Isik Ritwik Giri Neerad Phansalkar J. Valin Karim Helwani A. Krishnaswamy 21 83 0 11 Aug 2020
Quasi-Periodic WaveNet: An Autoregressive Raw Waveform Generative Model with Pitch-dependent Dilated Convolution Neural Network Yi-Chiao Wu Tomoki Hayashi Patrick Lumban Tobing Kazuhiro Kobayashi T. Toda 27 18 0 11 Jul 2020
Speaker-Conditional Chain Model for Speech Separation and Extraction Jing Shi Jiaming Xu Yusuke Fujita Shinji Watanabe Bo Xu BDL 43 20 0 25 Jun 2020
HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks Jiaqi Su Zeyu Jin Adam Finkelstein 23 136 0 10 Jun 2020
A fully recurrent feature extraction for single channel speech enhancement M. Shifas Santelli Claudio Vassilis Tsiaras Y. Stylianou 6 2 0 09 Jun 2020
A non-causal FFTNet architecture for speech enhancement P. V. M. Shifas Nagaraj Adiga Vassilis Tsiaras Y. Stylianou AI4TS 4 11 0 08 Jun 2020
Temporal-Framing Adaptive Network for Heart Sound Segmentation without Prior Knowledge of State Duration Xingyao Wang Chengyu Liu Yuwen Li Xianghong Cheng Jianqing Li Gari D. Clifford MedIm 14 24 0 09 May 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
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
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 28 55 0 03 Mar 2020
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement Ashutosh Pandey DeLiang Wang 24 52 0 10 Feb 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 32 81 0 02 Jan 2020
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
CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement M. Gogate K. Dashtipour Ahsan Adeel Amir Hussain 23 53 0 23 Sep 2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 25 84 0 03 Sep 2019
Improving Deep Speech Denoising by Noisy2Noisy Signal Mapping N. Alamdari A. Azarang N. Kehtarnavaz 30 42 0 26 Apr 2019