Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification

6 September 2017

Papers citing "Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification"

31 / 31 papers shown

Title
An Investigation of Incorporating Mamba for Speech Enhancement Rong-Yu Chao Wen-Huang Cheng Moreno La Quatra Sabato Marco Siniscalchi Chao-Han Huck Yang Szu-Wei Fu Yu Tsao Mamba 53 25 0 10 May 2024
Investigating the Design Space of Diffusion Models for Speech Enhancement Philippe Gonzalez Zheng-Hua Tan Jan Østergaard Jesper Jensen T. S. Alstrøm Tobias May DiffM 33 6 0 07 Dec 2023
Rethinking Session Variability: Leveraging Session Embeddings for Session Robustness in Speaker Verification Hee-Soo Heo Ki-hyun Nam Bong-Jin Lee Youngki Kwon Min-Ji Lee You Jin Kim Joon Son Chung 32 1 0 26 Sep 2023
AV-SepFormer: Cross-Attention SepFormer for Audio-Visual Target Speaker Extraction Jiuxin Lin X. Cai Heinrich Dinkel Jun Chen Zhiyong Yan Yongqing Wang Junbo Zhang Zhiyong Wu Yujun Wang Helen M. Meng 22 21 0 25 Jun 2023
Speech Enhancement with Multi-granularity Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie Zhang 25 0 0 16 Feb 2023
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
Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks Stefan Lattner J. Nistal 30 11 0 04 Jul 2022
Late reverberation suppression using U-nets D. León Felipe A. Tobar 22 4 0 05 Oct 2021
Visual Speech Enhancement Without A Real Visual Stream Sindhu B. Hegde Prajwal K R Rudrabha Mukhopadhyay Vinay P. Namboodiri C. V. Jawahar DiffM 17 17 0 20 Dec 2020
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 17 32 0 29 Oct 2020
Conditional Image Generation with One-Vs-All Classifier Xiangrui Xu Yaqin Li Cao Yuan VLM GAN 25 12 0 18 Sep 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 286 0 30 Apr 2020
Data augmentation using generative networks to identify dementia B. Mirheidari Yilin Pan D. Blackburn R. O'Malley Traci Walker A. Venneri M. Reuber H. Christensen MedIm 18 4 0 13 Apr 2020
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement Chao-Han Huck Yang Jun Qi Pin-Yu Chen Xiaoli Ma Chin-Hui Lee AAML 32 53 0 31 Mar 2020
Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 19 51 0 27 Mar 2020
Analysis of Deep Feature Loss based Enhancement for Speaker Verification Saurabh Kataria P. S. Nidadavolu Jesús Villalba Najim Dehak 15 13 0 01 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
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
Unsupervised Feature Enhancement for speaker verification P. S. Nidadavolu Saurabh Kataria Jesús Villalba Leibny Paola García-Perera Najim Dehak 25 18 0 25 Oct 2019
Adversarial Example Detection by Classification for Deep Speech Recognition Saeid Samizade Zheng-Hua Tan Chao Shen X. Guan AAML 18 35 0 22 Oct 2019
Cross-lingual Text-independent Speaker Verification using Unsupervised Adversarial Discriminative Domain Adaptation Wei Xia Jing-ling Huang John H. L. Hansen 35 57 0 05 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 19 323 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 24 586 0 30 Apr 2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement Chien-Feng Liao Yu Tsao Xugang Lu Hisashi Kawai 19 18 0 30 Apr 2019
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN Alireza Koochali P. Schichtel Sheraz Ahmed Andreas Dengel AI4TS 22 72 0 29 Mar 2019
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 51 745 0 10 Apr 2018
Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition Ke Wang Junbo Zhang Sining Sun Yujun Wang Fei Xiang Lei Xie 20 39 0 27 Mar 2018
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation Ehsan Hosseini-Asl Yingbo Zhou Caiming Xiong R. Socher 16 54 0 27 Mar 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 39 602 0 12 Feb 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 31 271 0 12 Sep 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 512 0 29 Nov 2016