One-class Learning Towards Synthetic Voice Spoofing Detection

27 October 2020

Papers citing "One-class Learning Towards Synthetic Voice Spoofing Detection"

26 / 76 papers shown

Title
Detecting Synthetic Speech Manipulation in Real Audio Recordings M. Rahman M. Graciarena Diego Castán Chris Cobo-Kroenke Mitchell McLaren A. Lawson AAML 19 9 0 15 Sep 2022
ConvNeXt Based Neural Network for Audio Anti-Spoofing Qiaowei Ma J. Zhong Yitao Yang Weiheng Liu Yingbo Gao W. W. Ng AAML 38 6 0 14 Sep 2022
The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification Challenge Xingming Wang Xiaoyi Qin Yikang Wang Yunfei Xu Ming Li 60 14 0 15 Jul 2022
Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion Haibin Wu Jiawen Kang Lingwei Meng Yang Zhang Xixin Wu Zhiyong Wu Hung-yi Lee H. Meng 21 9 0 18 Jun 2022
Attentive activation function for improving end-to-end spoofing countermeasure systems Woohyun Kang Jahangir Alam A. Fathan AAML 12 2 0 03 May 2022
OCFormer: One-Class Transformer Network for Image Classification Prerana Mukherjee C. Roy S. K. Roy ViT 17 1 0 25 Apr 2022
Does Audio Deepfake Detection Generalize? Nicolas M. Muller Pavel Czempin Franziska Dieckmann Adam Froghyar Konstantin Böttinger 37 138 0 30 Mar 2022
Spoofing-Aware Speaker Verification by Multi-Level Fusion Haibin Wu Lingwei Meng Jiawen Kang Jinchao Li Xu Li Xixin Wu Hung-yi Lee H. Meng 22 8 0 29 Mar 2022
The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge Juan M. Martín-Donas Aitor Álvarez 30 98 0 03 Mar 2022
Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations W. Ge Massimiliano Todisco Nicholas W. D. Evans AAML 27 8 0 28 Feb 2022
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation Hemlata Tak Massimiliano Todisco Xin Wang Jee-weon Jung Junichi Yamagishi Nicholas W. D. Evans 32 151 0 24 Feb 2022
A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification You Zhang Ge Zhu Z. Duan 10 18 0 10 Feb 2022
Synthetic speech detection using meta-learning with prototypical loss Monisankha Pal Aditya Raikar Ashish Panda Sunil Kumar Kopparapu 23 4 0 24 Jan 2022
A Practical Guide to Logical Access Voice Presentation Attack Detection Xin Wang Junichi Yamagishi AAML 37 10 0 10 Jan 2022
Robust Speech Representation Learning via Flow-based Embedding Regularization Woohyun Kang Jahangir Alam A. Fathan 19 3 0 07 Dec 2021
How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey Zahra Khanjani Gabrielle Watson V. P Janeja 23 25 0 28 Nov 2021
A Study On Data Augmentation In Voice Anti-Spoofing Ariel Cohen Inbal Rimon Eran Aflalo H. Permuter 27 43 0 20 Oct 2021
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks Jee-weon Jung Hee-Soo Heo Hemlata Tak Hye-jin Shim Joon Son Chung Bong-Jin Lee Ha-Jin Yu Nicholas W. D. Evans 145 280 0 04 Oct 2021
Impact of Channel Variation on One-Class Learning for Spoof Detection Rohit Arora Anmol Arora Rohit Singh Rathore 14 0 0 30 Sep 2021
Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection A. Rostami M. Homayounpour A. Nickabadi AAML 15 10 0 05 Sep 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 27 159 0 27 Jul 2021
UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021 Xinhui Chen You Zhang Ge Zhu Z. Duan 30 49 0 26 Jul 2021
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Xu Li Xixin Wu Hui Lu Xunying Liu H. Meng 30 57 0 19 Jul 2021
Graph Attention Networks for Anti-Spoofing Hemlata Tak Jee-weon Jung J. Patino Massimiliano Todisco Nicholas W. D. Evans 36 65 0 08 Apr 2021
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems You Zhang Ge Zhu Fei Jiang Z. Duan 29 29 0 03 Apr 2021
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward Momina Masood M. Nawaz K. Malik A. Javed Aun Irtaza AAML 114 296 0 25 Feb 2021