Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks

19 July 2021

Papers citing "Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks"

32 / 32 papers shown

Title
Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing Tianchi Liu Duc-Tuan Truong Rohan Kumar Das K. Lee Haizhou Li 31 0 0 08 Apr 2025
Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing Tianchi Liu Ivan Kukanov Zihan Pan Qiongqiong Wang Hardik B. Sailor K. Lee 34 2 0 12 Sep 2024
Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals Viola Negroni Davide Salvi Paolo Bestagini Stefano Tubaro 28 3 0 25 Aug 2024
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples Zhenyu Wang John H. L. Hansen AAML 30 1 0 23 Aug 2024
Targeted Augmented Data for Audio Deepfake Detection Marcella Astrid Enjie Ghorbel Djamila Aouada AAML 29 0 0 10 Jul 2024
Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection Duc-Tuan Truong Ruijie Tao Tuan Nguyen Hieu-Thi Luong Kong Aik Lee Eng Siong Chng 54 5 0 25 Jun 2024
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection Yujie Chen Jiangyan Yi Jun Xue Chenglong Wang Xiaohui Zhang Shunbo Dong Siding Zeng Jianhua Tao Lv Zhao Cunhang Fan Mamba 38 15 0 10 Jun 2024
Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection Xiaopeng Wang Ruibo Fu Zhengqi Wen Zhiyong Wang Yuankun Xie ... Xuefei Liu Yongwei Li Xin Qi Yi Lu Shuchen Shi 33 4 0 05 Jun 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 34 16 0 22 Apr 2024
Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection Cunhang Fan Jun Xue J. Tao Jiangyan Yi Chenglong Wang C. Zheng Zhao Lv 28 8 0 19 Aug 2023
Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms Penghui Wen Kun Hu Wenxi Yue Sen Zhang Wanlei Zhou Zhiyong Wang 18 9 0 18 Aug 2023
Uncovering the Deceptions: An Analysis on Audio Spoofing Detection and Future Prospects Rishabh Ranjan Mayank Vatsa Richa Singh 16 3 0 13 Jul 2023
Multi-perspective Information Fusion Res2Net with RandomSpecmix for Fake Speech Detection Shunbo Dong Jun Xue Cunhang Fan Kang Zhu Yujie Chen Zhao Lv 21 4 0 27 Jun 2023
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion Rui Liu Jinhua Zhang Guanglai Gao Haizhou Li 18 9 0 25 May 2023
TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection Chenglong Wang Jiangyan Yi J. Tao Chuyuan Zhang Shuai Zhang Ruibo Fu Xun Chen 24 9 0 23 May 2023
VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation Yuanda Wang Hanqing Guo Guangjing Wang Bocheng Chen Qiben Yan AAML 25 17 0 09 May 2023
Learning From Yourself: A Self-Distillation Method for Fake Speech Detection Jun Xue Cunhang Fan Jiangyan Yi Chenglong Wang Zhengqi Wen Dan Zhang Zhao Lv 24 34 0 02 Mar 2023
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning John H. L. Hansen Zhenyu Wang 32 15 0 17 Nov 2022
Synthetic Voice Detection and Audio Splicing Detection using SE-Res2Net-Conformer Architecture Lei Wang Benedict Yeoh Jun Wah Ng 32 7 0 07 Oct 2022
ConvNeXt Based Neural Network for Audio Anti-Spoofing Qiaowei Ma J. Zhong Yitao Yang Weiheng Liu Yingbo Gao W. W. Ng AAML 36 6 0 14 Sep 2022
Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion Hye-jin Shim Hemlata Tak Xuechen Liu Hee-Soo Heo Jee-weon Jung ... Héctor Delgado Kong Aik Lee Md. Sahidullah Tomi Kinnunen Nicholas W. D. Evans AAML 23 15 0 21 Apr 2022
Phase-Aware Spoof Speech Detection Based on Res2Net with Phase Network Juntae Kim S. Ban 19 17 0 21 Mar 2022
Partially Fake Audio Detection by Self-attention-based Fake Span Discovery Haibin Wu Heng-Cheng Kuo Naijun Zheng Kuo-Hsuan Hung Hung-yi Lee Yu Tsao Hsin-Min Wang H. Meng 28 36 0 14 Feb 2022
SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan Jee-weon Jung Hemlata Tak Hye-jin Shim Hee-Soo Heo Bong-Jin Lee Soo-Whan Chung Hong-Goo Kang Ha-Jin Yu Nicholas W. D. Evans Tomi Kinnunen 29 31 0 25 Jan 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 27 10 0 10 Jan 2022
A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing W. Liu Meng Sun Xiongwei Zhang Hugo Van hamme T. Zheng 16 3 0 11 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 145 279 0 04 Oct 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 27 158 0 27 Jul 2021
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning Haibin Wu Xu Li Andy T. Liu Zhiyong Wu H. Meng Hung-yi Lee AAML SSL 42 29 0 01 Jun 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 114 141 0 11 Feb 2021
Defense against adversarial attacks on spoofing countermeasures of ASV Haibin Wu Songxiang Liu H. Meng Hung-yi Lee AAML 82 52 0 06 Mar 2020