SEGAN: Speech Enhancement Generative Adversarial Network

28 March 2017

Papers citing "SEGAN: Speech Enhancement Generative Adversarial Network"

50 / 155 papers shown

Title
L-Vector: Neural Label Embedding for Domain Adaptation Zhong Meng Hu Hu Jinyu Li Changliang Liu Yan-ping Huang Jiawei Liu Chin-Hui Lee 14 24 0 25 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
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
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 25 51 0 27 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
PoET-BiN: Power Efficient Tiny Binary Neurons S. Chidambaram P. Langlois J. David MQ 26 4 0 23 Feb 2020
Stable Training of DNN for Speech Enhancement based on Perceptually-Motivated Black-Box Cost Function M. Kawanaka Yuma Koizumi Ryoichi Miyazaki Kohei Yatabe AAML 27 22 0 14 Feb 2020
Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention Yuma Koizumi Kohei Yatabe Marc Delcroix Yoshiki Masuyama Daiki Takeuchi 24 125 0 14 Feb 2020
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement Ashutosh Pandey DeLiang Wang 27 52 0 10 Feb 2020
Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network Jun Qi Hu Hu Yannan Wang Chao-Han Huck Yang Sabato Marco Siniscalchi Chin-Hui Lee 3DV 19 21 0 03 Feb 2020
Analysis of Deep Feature Loss based Enhancement for Speaker Verification Saurabh Kataria P. S. Nidadavolu Jesús Villalba Najim Dehak 29 13 0 01 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 33 821 0 20 Jan 2020
Improving GANs for Speech Enhancement Huy P Phan Ian Mcloughlin L. D. Pham Oliver Y. Chén P. Koch M. D. Vos Alfred Mertins 25 115 0 15 Jan 2020
PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin Chong Luo Zhiwei Xiong Wenjun Zeng 21 313 0 12 Nov 2019
Modeling Feature Representations for Affective Speech using Generative Adversarial Networks Saurabh Sahu Rahul Gupta C. Espy-Wilson GAN 24 15 0 31 Oct 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 20 119 0 25 Oct 2019
T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement Jaeyoung Kim Mostafa El-Khamy Jungwon Lee 14 184 0 13 Oct 2019
AV Speech Enhancement Challenge using a Real Noisy Corpus M. Gogate Ahsan Adeel K. Dashtipour Peter Derleth Amir Hussain 17 14 0 30 Sep 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
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
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 65 127 0 03 Sep 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 34 205 0 16 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 19 326 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 26 587 0 30 Apr 2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement Chien-Feng Liao Yu Tsao Xugang Lu Hisashi Kawai 27 18 0 30 Apr 2019
Improving Deep Speech Denoising by Noisy2Noisy Signal Mapping N. Alamdari A. Azarang N. Kehtarnavaz 30 42 0 26 Apr 2019
Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering Gene-Ping Yang Chao-I Tuan Hung-yi Lee Lin-Shan Lee 22 25 0 16 Apr 2019
Probability density distillation with generative adversarial networks for high-quality parallel waveform generation Ryuichi Yamamoto Eunwoo Song Jae-Min Kim 19 55 0 09 Apr 2019
Towards Generalized Speech Enhancement with Generative Adversarial Networks Santiago Pascual Joan Serrà Antonio Bonafonte GAN 30 31 0 06 Apr 2019
Phase-aware Speech Enhancement with Deep Complex U-Net Hyeong-Seok Choi Jang-Hyun Kim Jaesung Huh A. Kim Jung-Woo Ha Kyogu Lee 27 328 0 07 Mar 2019
Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder Qiao Tian Bing Yang Shan Liu GAN 24 9 0 06 Dec 2018
Training Generative Adversarial Networks with Weights Sufeng Duan D. Paul M. Fasoulakis Y. Stylianou GAN 23 6 0 06 Nov 2018
Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition Jonathan Lee Michael Laskey Bo-Kyeong Kim A. Aswani Soo-Young Lee 16 17 0 06 Nov 2018
DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score Yuma Koizumi Kenta Niwa Yusuke Hioka Kazunori Kobayashi Y. Haneda 8 63 0 22 Oct 2018
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 33 10 0 05 Oct 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 24 21 0 27 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 69 1,754 0 20 Sep 2018
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks Santiago Pascual Antonio Bonafonte Joan Serrà José A. González 19 18 0 31 Aug 2018
Noise Adaptive Speech Enhancement using Domain Adversarial Training Chien-Feng Liao Yu Tsao Hung-yi Lee H. Wang 17 51 0 19 Jul 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 104 589 0 08 Jun 2018
StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks Hirokazu Kameoka Takuhiro Kaneko Kou Tanaka Nobukatsu Hojo 34 370 0 06 Jun 2018
Deep Denoising for Hearing Aid Applications Marc Aubreville K. Ehrensperger T. Rosenkranz B. Graf H. Puder Andreas Maier 23 13 0 03 May 2018
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training B. Liu Shuai Nie Yaping Zhang Dengfeng Ke Shan Liang Wenju Liu 33 25 0 02 May 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
I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification Jiacen Zhang Nakamasa Inoue Koichi Shinoda 8 18 0 01 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
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 875 0 03 Mar 2018
Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data Jaime Lorenzo-Trueba Fuming Fang Xin Wang Isao Echizen Junichi Yamagishi Tomi Kinnunen 6 73 0 02 Mar 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 45 604 0 12 Feb 2018