RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing

8 November 2021

Papers citing "RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing"

47 / 47 papers shown

Title
Beyond Identity: A Generalizable Approach for Deepfake Audio Detection Yasaman Ahmadiadli Xiao-Ping Zhang Naimul Khan 31 0 0 10 May 2025
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning Ju Yeon Kang J. Yoon Semin Kim Min Hyun Han Nam Soo Kim 27 0 0 22 Apr 2025
Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy Botao Zhao Zuheng Kang Yayun He Xiaoyang Qu Junqing Peng Jing Xiao Jianzong Wang 23 0 0 15 Apr 2025
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
Less is More for Synthetic Speech Detection in the Wild Ashi Garg Zexin Cai Henry Li Xinyuan Leibny Paola García-Perera Kevin Duh Sanjeev Khudanpur Matthew Wiesner Nicholas Andrews 74 0 0 17 Feb 2025
XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection Yang Xiao Rohan Kumar Das Mamba 31 1 0 15 Nov 2024
Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge Yi Zhu C. Goel Surya Koppisetti Trang Tran Ankur Kumar Gaurav Bharaj AAML 28 0 0 09 Oct 2024
Room Impulse Responses help attackers to evade Deep Fake Detection Hieu-Thi Luong Duc-Tuan Truong Kong Aik Lee Eng Siong Chng 43 1 0 23 Sep 2024
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 53 3 0 23 Sep 2024
Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0 Zhiyong Wang Ruibo Fu Zhengqi Wen Jianhua Tao Xiaopeng Wang ... Yi Lu Yukun Liu Chenxing Li Xuefei Liu Guanjun Li 27 6 0 18 Sep 2024
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild Jee-weon Jung Yihan Wu Xin Wang Ji-Hoon Kim Soumi Maiti ... Joon Son Chung Wangyou Zhang Seyun Um Shinnosuke Takamichi Shinji Watanabe 65 1 0 18 Sep 2024
VoiceWukong: Benchmarking Deepfake Voice Detection Ziwei Yan Yanjie Zhao Haoyu Wang 32 1 0 10 Sep 2024
USTC-KXDIGIT System Description for ASVspoof5 Challenge Y. Chen Haochen Wu Nan Jiang Xiang Xia Qing Gu ... Sian Fang Yan Song Wu Guo Lin Liu Minqiang Xu 36 1 0 03 Sep 2024
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge Kirill Borodin Vasiliy Kudryavtsev Dmitrii Korzh Alexey Efimenko Grach Mkrtchian Mikhail Gorodnichev Oleg Y. Rogov 43 1 0 30 Aug 2024
ASASVIcomtech: The Vicomtech-UGR Speech Deepfake Detection and SASV Systems for the ASVspoof5 Challenge Juan M. Martín-Donas Eros Roselló A. Gómez Aitor Álvarez Iván López-Espejo Antonio M. Peinado 35 0 0 19 Aug 2024
SZU-AFS Antispoofing System for the ASVspoof 5 Challenge Yuxiong Xu Jiafeng Zhong Sengui Zheng Zefeng Liu Bin Li 37 2 0 19 Aug 2024
Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model Massimiliano Todisco Michele Panariello Xin Wang Héctor Delgado K. Lee Nicholas W. D. Evans AAML 23 8 0 17 Aug 2024
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild Jiangyan Yi Chu Yuan Zhang Jianhua Tao Chenglong Wang Xinrui Yan Yong Ren Hao Gu Junzuo Zhou 52 1 0 09 Aug 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection Yi Zhu Surya Koppisetti Trang Tran Gaurav Bharaj 52 9 0 26 Jul 2024
Towards Attention-based Contrastive Learning for Audio Spoof Detection C. Goel Surya Koppisetti Ben Colman Ali Shahriyari Gaurav Bharaj 57 5 0 03 Jul 2024
GMM-ResNet2: Ensemble of Group ResNet Networks for Synthetic Speech Detection Zhenchun Lei Hui Yan Changhong Liu Yong Zhou Minglei Ma 42 2 0 02 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 64 5 0 25 Jun 2024
Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing Hye-jin Shim Md. Sahidullah Jee-weon Jung Shinji Watanabe Tomi Kinnunen 37 2 0 25 Jun 2024
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection Hyun Myung Kim Kangwook Jang Hoirin Kim 31 5 0 24 Jun 2024
Frequency-mix Knowledge Distillation for Fake Speech Detection Cunhang Fan Shunbo Dong Jun Xue Yujie Chen Jiangyan Yi Zhao Lv 29 0 0 14 Jun 2024
A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition Zhenyu Zhou Shibiao Xu Shi Yin Lantian Li D. Wang 42 0 0 11 Jun 2024
Generalized Fake Audio Detection via Deep Stable Learning Zhiyong Wang Ruibo Fu Zhengqi Wen Yuankun Xie Yukun Liu ... Yongwei Li Jianhua Tao Yi Lu Xin Qi Shuchen Shi 37 7 0 05 Jun 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 46 17 0 22 Apr 2024
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space Xuechen Liu Md. Sahidullah K. Lee Tomi Kinnunen AAML 34 7 0 20 Jan 2024
One-Class Knowledge Distillation for Spoofing Speech Detection Jingze Lu Yuxiang Zhang Wenchao Wang Zengqiang Shang Pengyuan Zhang 27 19 0 15 Sep 2023
Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end? Xin Wang Junichi Yamagishi SyDa 52 23 0 12 Sep 2023
Audio Deepfake Detection: A Survey Jiangyan Yi Chenglong Wang J. Tao Xiaohui Zhang Chu Yuan Zhang Yan Zhao 38 43 0 29 Aug 2023
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
Pretraining Conformer with ASR or ASV for Anti-Spoofing Countermeasure Yikang Wang Hiromitsu Nishizaki Ming Li 39 0 0 04 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 23 4 0 27 Jun 2023
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Hye-jin Shim Jee-weon Jung Tomi Kinnunen 21 13 0 31 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
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing Sivan Ding You Zhang Z. Duan 33 28 0 04 Nov 2022
Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders Xin Wang Junichi Yamagishi 18 36 0 19 Oct 2022
Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion Yuxiang Zhang Jingze Lu Xingming Wang Zhuo Li Runqiu Xiao Wenchao Wang Ming Li Pengyuan Zhang 46 5 0 13 Oct 2022
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild Xuechen Liu Xin Wang Md. Sahidullah J. Patino Héctor Delgado ... Massimiliano Todisco Junichi Yamagishi Nicholas W. D. Evans A. Nautsch Kong Aik Lee 32 173 0 05 Oct 2022
Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward Awais Khan K. Malik James Ryan Mikul Saravanan AAML 40 11 0 02 Oct 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
RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform Youxuan Ma Zongze Ren Shugong Xu 38 39 0 12 Aug 2021
SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features Gwantae Kim D. Han Hanseok Ko 47 42 0 06 Aug 2021
End-to-end spoofing detection with raw waveform CLDNNs Heinrich Dinkel Nanxin Chen Y. Qian Kai Yu 46 78 0 26 Jul 2020
Augmentation adversarial training for self-supervised speaker recognition Jaesung Huh Hee-Soo Heo Jingu Kang Shinji Watanabe Joon Son Chung SSL 48 74 0 23 Jul 2020