Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition

15 November 2017

Papers citing "Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition"

19 / 19 papers shown

Title
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement Zhibin Qiu Mengfan Fu Yinfeng Yu Lili Yin Fuchun Sun Hao-Ming Huang DiffM 101 17 0 30 Oct 2022
Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks Stefan Lattner J. Nistal 22 11 0 04 Jul 2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement Tassadaq Hussain Wei-Chien Wang M. Gogate K. Dashtipour Yu Tsao Xugang Lu A. Ahsan Amir Hussain 13 3 0 24 Jan 2022
Towards Robust Real-time Audio-Visual Speech Enhancement M. Gogate K. Dashtipour Amir Hussain 25 3 0 16 Dec 2021
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 13 721 0 07 Jul 2021
On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network Farnood Faraji Yazid Attabi B. Champagne Weiping Zhu 11 5 0 27 Jul 2020
HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks Jiaqi Su Zeyu Jin Adam Finkelstein 11 136 0 10 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 265 0 09 Jun 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 11 97 0 09 Mar 2020
Mitigating Noisy Inputs for Question Answering Denis Peskov Joe Barrow Pedro Rodriguez Graham Neubig Jordan L. Boyd-Graber AAML 6 16 0 08 Aug 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 11 322 0 13 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 584 0 30 Apr 2019
Towards Generalized Speech Enhancement with Generative Adversarial Networks Santiago Pascual Joan Serra A. Bonafonte GAN 20 31 0 06 Apr 2019
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN Alireza Koochali P. Schichtel Sheraz Ahmed Andreas Dengel AI4TS 14 72 0 29 Mar 2019
Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition Ke Wang Junbo Zhang Sining Sun Yujun Wang Fei Xiang Lei Xie 15 39 0 27 Mar 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 13 271 0 12 Sep 2017
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 224 7,902 0 13 Jun 2015