How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey

28 November 2021

Papers citing "How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey"

36 / 36 papers shown

Title
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 77 5 0 23 Sep 2024
A survey on text generation using generative adversarial networks Gustavo de Rosa João Paulo Papa GAN 50 90 0 20 Dec 2022
One-class Learning Towards Synthetic Voice Spoofing Detection You Zhang Fei Jiang Z. Duan 56 215 0 27 Oct 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Jungil Kong Jaehyeon Kim Jaekyoung Bae 164 1,928 0 12 Oct 2020
Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer Learning P. RahulT P. R. Aravind C. Ranjith Usamath Nechiyil Nandakumar Paramparambath 35 31 0 08 Aug 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 36 48 0 07 Apr 2020
Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 66 260 0 14 Mar 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 86 785 0 01 Jan 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis Kundan Kumar Rithesh Kumar T. Boissière L. Gestin Wei Zhen Teoh Jose M. R. Sotelo A. D. Brébisson Yoshua Bengio Aaron Courville GAN 144 952 0 08 Oct 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Quoc-Viet Pham Cu Nguyen 49 443 0 25 Sep 2019
DGSAN: Discrete Generative Self-Adversarial Network Ehsan Montahaei Danial Alihosseini M. Baghshah 29 13 0 24 Aug 2019
Deep Residual Neural Networks for Audio Spoofing Detection M. Alzantot Ziqi Wang Mani B. Srivastava 55 168 0 30 Jun 2019
Non-Parallel Sequence-to-Sequence Voice Conversion with Disentangled Linguistic and Speaker Representations Jing-Xuan Zhang Zhenhua Ling Lirong Dai 59 99 0 25 Jun 2019
MelNet: A Generative Model for Audio in the Frequency Domain Sean Vasquez M. Lewis DiffM 50 131 0 04 Jun 2019
Towards robust audio spoofing detection: a detailed comparison of traditional and learned features B. Balamurali Kin Wah Edward Lin Simon Lui Jer-Ming Chen Dorien Herremans AAML 113 63 0 28 May 2019
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models Egor Zakharov Aliaksandra Shysheya Egor Burkov Victor Lempitsky 3DH 147 629 0 20 May 2019
Fake News, Disinformation, and Deepfakes: Leveraging Distributed Ledger Technologies and Blockchain to Combat Digital Deception and Counterfeit Reality Paula Fraga-Lamas T. Fernández-Caramés 36 68 0 10 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 532 10,540 0 12 Dec 2018
WaveGlow: A Flow-based Generative Network for Speech Synthesis R. Prenger Rafael Valle Bryan Catanzaro 151 1,029 0 31 Oct 2018
Attentive Filtering Networks for Audio Replay Attack Detection Cheng-I Jeff Lai A. Abad Korin Richmond Junichi Yamagishi Najim Dehak Simon King AAML 70 80 0 31 Oct 2018
Everybody Dance Now Caroline Chan Shiry Ginosar Tinghui Zhou Alexei A. Efros 95 774 0 22 Aug 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 348 2,274 0 14 Jun 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Zhiwen Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 251 828 0 12 Jun 2018
StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks Hirokazu Kameoka Takuhiro Kaneko Kou Tanaka Nobukatsu Hojo 62 372 0 06 Jun 2018
High-quality nonparallel voice conversion based on cycle-consistent adversarial network Fuming Fang Junichi Yamagishi Isao Echizen Jaime Lorenzo-Trueba GAN 52 136 0 02 Apr 2018
Voice Impersonation using Generative Adversarial Networks Yang Gao Rita Singh Bhiksha Raj GAN 32 100 0 19 Feb 2018
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions Jonathan Shen Ruoming Pang Ron J. Weiss M. Schuster Navdeep Jaitly ... Yuxuan Wang RJ Skerry-Ryan Rif A. Saurous Yannis Agiomyrgiannakis Yonghui Wu 77 2,694 0 16 Dec 2017
Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks Yuki Saito Shinnosuke Takamichi Hiroshi Saruwatari 62 199 0 23 Sep 2017
A Study on Replay Attack and Anti-Spoofing for Automatic Speaker Verification Lantian Li Yixiang Chen Dong Wang Tianshi Zheng 37 52 0 07 Jun 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech Sercan O. Arik G. Diamos Andrew Gibiansky John Miller Kainan Peng Ming-Yu Liu Jonathan Raiman Yanqi Zhou 70 496 0 24 May 2017
Deep Voice: Real-time Neural Text-to-Speech Sercan O. Arik Mike Chrzanowski Adam Coates G. Diamos Andrew Gibiansky ... John Miller Andrew Ng Jonathan Raiman Shubho Sengupta Mohammad Shoeybi 80 616 0 25 Feb 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,612 0 21 Nov 2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason D. Lee Kyunghyun Cho Thomas Hofmann VLM 126 457 0 10 Oct 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 368 7,381 0 12 Sep 2016
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis Chuan Li Michael Wand 73 769 0 18 Jan 2016