A Practical Guide to Logical Access Voice Presentation Attack Detection

10 January 2022

Xin Wang

Papers citing "A Practical Guide to Logical Access Voice Presentation Attack Detection"

47 / 47 papers shown

Title
Investigating self-supervised front ends for speech spoofing countermeasures Xin Wang Junichi Yamagishi AAML 57 124 0 15 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 171 128 0 04 Nov 2021
FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech Detection Zhenyu Zhang Yewei Gu Xiaowei Yi Xianfeng Zhao 55 24 0 18 Oct 2021
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection Junichi Yamagishi Xin Wang Massimiliano Todisco Md. Sahidullah J. Patino ... Xuechen Liu Kong Aik Lee Tomi Kinnunen Nicholas W. D. Evans Héctor Delgado 65 345 0 01 Sep 2021
Multi-Task Learning in Utterance-Level and Segmental-Level Spoof Detection Lin Zhang Xin Wang Erica Cooper Junichi Yamagishi 34 28 0 29 Jul 2021
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection Hemlata Tak Jee-weon Jung J. Patino Madhu R. Kamble Massimiliano Todisco Nicholas W. D. Evans 66 168 0 27 Jul 2021
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Xu Li Xixin Wu Hui Lu Xunying Liu Helen Meng 55 57 0 19 Jul 2021
A Survey on Neural Speech Synthesis Xu Tan Tao Qin Frank Soong Tie-Yan Liu AI4TS 76 359 0 29 Jun 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 149 2,949 0 14 Jun 2021
Half-Truth: A Partially Fake Audio Detection Dataset Jiangyan Yi Ye Bai J. Tao Haoxin Ma Zhengkun Tian Chenglong Wang Tao Wang Ruibo Fu 44 83 0 08 Apr 2021
An Initial Investigation for Detecting Partially Spoofed Audio Lin Zhang Xin Wang Erica Cooper Junichi Yamagishi J. Patino Nicholas W. D. Evans 38 46 0 06 Apr 2021
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech A. Nautsch Xin Wang Nicholas W. D. Evans Tomi Kinnunen Ville Vestman Massimiliano Todisco Héctor Delgado Md. Sahidullah Junichi Yamagishi Kong Aik Lee 149 148 0 11 Feb 2021
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 98 147 0 21 Jan 2021
One-class Learning Towards Synthetic Voice Spoofing Detection You Zhang Fei Jiang Z. Duan 59 215 0 27 Oct 2020
Similarity Analysis of Self-Supervised Speech Representations Yu-An Chung Yonatan Belinkov James R. Glass SSL 56 37 0 22 Oct 2020
Dataset artefacts in anti-spoofing systems: a case study on the ASVspoof 2017 benchmark Bhusan Chettri Emmanouil Benetos Bob L. T. Sturm 51 27 0 15 Oct 2020
Voice Conversion Challenge 2020: Intra-lingual semi-parallel and cross-lingual voice conversion Yi Zhao Wen-Chin Huang Xiaohai Tian Junichi Yamagishi Rohan Kumar Das Tomi Kinnunen Zhenhua Ling Tomoki Toda 69 207 0 28 Aug 2020
End-to-end spoofing detection with raw waveform CLDNNs Heinrich Dinkel Nanxin Chen Y. Qian Kai Yu 69 79 0 26 Jul 2020
Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals Tomi Kinnunen Héctor Delgado Nicholas W. D. Evans Kong Aik Lee Ville Vestman ... Massimiliano Todisco Xin Wang Md. Sahidullah Junichi Yamagishi D. Reynolds 31 110 0 12 Jul 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 250 5,774 0 20 Jun 2020
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski Steffen Schneider Michael Auli SSL 148 666 0 12 Oct 2019
On Model Stability as a Function of Random Seed Pranava Madhyastha Dhruv Batra 81 63 0 23 Sep 2019
Detecting Spoofing Attacks Using VGG and SincNet: BUT-Omilia Submission to ASVspoof 2019 Challenge Hossein Zeinali Themos Stafylakis Georgia Athanasopoulou Johan Rohdin Ioannis Gkinis L. Burget J. Černocký 57 66 0 13 Jul 2019
The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion Weicheng Cai Haiwei Wu Danwei Cai Ming Li 33 53 0 05 Jul 2019
P2SGrad: Refined Gradients for Optimizing Deep Face Models Xiao Zhang Rui Zhao Junjie Yan Mengya Gao Yu Qiao Xiaogang Wang Hongsheng Li CVBM ODL 52 31 0 07 May 2019
wav2vec: Unsupervised Pre-training for Speech Recognition Steffen Schneider Alexei Baevski R. Collobert Michael Auli SSL 68 418 0 11 Apr 2019
STC Antispoofing Systems for the ASVspoof2019 Challenge G. Lavrentyeva Sergey Novoselov Andzhukaev Tseren Marina Volkova Artem Gorlanov Alexander Kozlov 83 247 0 11 Apr 2019
ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection Massimiliano Todisco Xin Wang Ville Vestman Md. Sahidullah Héctor Delgado A. Nautsch Junichi Yamagishi Nicholas W. D. Evans Tomi Kinnunen Kong Aik Lee 61 608 0 09 Apr 2019
Ensemble Models for Spoofing Detection in Automatic Speaker Verification Bhusan Chettri Daniel Stoller Veronica Morfi M. M. Ramírez Emmanouil Benetos Bob L. T. Sturm AAML 35 92 0 09 Apr 2019
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks Cheng-I Jeff Lai Nanxin Chen Jesús Villalba Najim Dehak AAML 53 159 0 01 Apr 2019
Introduction to Voice Presentation Attack Detection and Recent Advances Md. Sahidullah Héctor Delgado Massimiliano Todisco Tomi Kinnunen Nicholas W. D. Evans Junichi Yamagishi Kong-Aik Lee AAML 54 75 0 04 Jan 2019
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
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 148 713 0 29 Jul 2018
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Kimin Lee Kibok Lee Honglak Lee Jinwoo Shin OODD 175 2,049 0 10 Jul 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 251 830 0 12 Jun 2018
t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification Tomi Kinnunen Kong Aik Lee Héctor Delgado Nicholas W. D. Evans Massimiliano Todisco Md. Sahidullah Junichi Yamagishi D. Reynolds 53 185 0 25 Apr 2018
The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods Jaime Lorenzo-Trueba Junichi Yamagishi Tomoki Toda Daisuke Saito F. Villavicencio Tomi Kinnunen Zhenhua Ling 50 320 0 12 Apr 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 121 2,503 0 29 Jan 2018
Additive Margin Softmax for Face Verification Feng Wang Weiyang Liu Haijun Liu Jian Cheng CVBM 91 1,273 0 17 Jan 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 2,697 0 16 Dec 2017
Attention-Based Models for Text-Dependent Speaker Verification F. R. Chowdhury Quan Wang Ignacio López Moreno Li Wan 55 172 0 28 Oct 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 271 9,759 0 25 Oct 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 230 2,798 0 26 Apr 2017
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 377 7,389 0 12 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,814 0 10 Dec 2015
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 90 1,072 0 09 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014