The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge

3 March 2022

Papers citing "The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge"

41 / 41 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
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Yassine El Kheir Youness Samih Suraj Maharjan Tim Polzehl Sebastian Möller 67 1 0 05 Feb 2025
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Awais Khan Ijaz Ul Haq K. Malik 61 0 0 29 Nov 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu F. Khan Mubarak Shah 79 2 0 29 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 23 0 0 09 Oct 2024
XWSB: A Blend System Utilizing XLS-R and WavLM with SLS Classifier detection system for SVDD 2024 Challenge Qishan Zhang Shuangbing Wen Fangke Yan Tao Hu Jun Li 25 2 0 27 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
VoiceWukong: Benchmarking Deepfake Voice Detection Ziwei Yan Yanjie Zhao Haoyu Wang 27 1 0 10 Sep 2024
Easy, Interpretable, Effective: openSMILE for voice deepfake detection Octavian Pascu Dan Oneaţă H. Cucu Nicolas M. Muller 25 1 0 28 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 33 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
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection Yi Zhu Surya Koppisetti Trang Tran Gaurav Bharaj 37 8 0 26 Jul 2024
Source Tracing of Audio Deepfake Systems Nicholas Klein Tianxiang Chen Hemlata Tak Ricardo Casal Elie Khoury 19 4 0 10 Jul 2024
GMM-ResNet2: Ensemble of Group ResNet Networks for Synthetic Speech Detection Zhenchun Lei Hui Yan Changhong Liu Yong Zhou Minglei Ma 29 2 0 02 Jul 2024
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio Yi Lu Yuankun Xie Ruibo Fu Zhengqi Wen Jianhua Tao ... Xuefei Liu Yongwei Li Yukun Liu Xiaopeng Wang Shuchen Shi 32 1 0 12 Jun 2024
Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection Zihan Pan Tianchi Liu Hardik B. Sailor Qiongqiong Wang 40 10 0 12 Jun 2024
Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio Lin Zhang Xin Wang Erica Cooper Mireia Díez Federico Landini Nicholas W. D. Evans Junichi Yamagishi 24 0 0 12 Jun 2024
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Tianchi Liu Lin Zhang Rohan Kumar Das Yi Ma Ruijie Tao Haizhou Li 24 7 0 04 Jun 2024
The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio Yuankun Xie Yi Lu Ruibo Fu Zhengqi Wen Zhiyong Wang ... Xiaopeng Wang Yukun Liu Haonan Cheng Long Ye Yi Sun 38 15 0 08 May 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 26 16 0 22 Apr 2024
Retrieval-Augmented Audio Deepfake Detection Zuheng Kang Yayun He Botao Zhao Xiaoyang Qu Junqing Peng Jing Xiao Jianzong Wang 24 7 0 22 Apr 2024
Cross-Domain Audio Deepfake Detection: Dataset and Analysis Yuang Li Min Zhang Mengxin Ren Miaomiao Ma Daimeng Wei Hao Yang 30 3 0 07 Apr 2024
Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0 Taein Kang Soyul Han Sunmook Choi Jaejin Seo Sanghyeok Chung Seungeun Lee Seungsang Oh Il-Youp Kwak 41 8 0 27 Feb 2024
MLAAD: The Multi-Language Audio Anti-Spoofing Dataset Nicolas M. Muller Piotr Kawa Wei Herng Choong Edresson Casanova Eren Golge Thorsten Muller P. Syga Philip Sperl Konstantin Böttinger 14 35 0 17 Jan 2024
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection Xiaohui Zhang Jiangyan Yi Chenglong Wang Chuyuan Zhang Siding Zeng Jianhua Tao 57 24 0 15 Dec 2023
The Impact of Silence on Speech Anti-Spoofing Yuxiang Zhang Zhuo Li Jingze Lu Hua Hua Wenchao Wang Pengyuan Zhang 24 19 0 21 Sep 2023
Frame-to-Utterance Convergence: A Spectra-Temporal Approach for Unified Spoofing Detection Awais Khan K. Malik Shah Nawaz 11 7 0 18 Sep 2023
One-Class Knowledge Distillation for Spoofing Speech Detection Jingze Lu Yuxiang Zhang Wenchao Wang Zengqiang Shang Pengyuan Zhang 14 18 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 37 23 0 12 Sep 2023
FSD: An Initial Chinese Dataset for Fake Song Detection Yuankun Xie Jingjing Zhou Xiaolin Lu Zhenghao Jiang Yuxin Yang Haonan Cheng Long Ye 19 14 0 05 Sep 2023
Audio Deepfake Detection: A Survey Jiangyan Yi Chenglong Wang J. Tao Xiaohui Zhang Chu Yuan Zhang Yan Zhao 24 41 0 29 Aug 2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection Xiaohui Zhang Jiangyan Yi J. Tao Chenglong Wang Chuyuan Zhang CLL 19 22 0 07 Aug 2023
A Unified Framework for Modality-Agnostic Deepfakes Detection Cai Yu Peng-Wen Chen Jiahe Tian Jin Liu Jiao Dai Xi Wang Yesheng Chai Shan Jia Siwei Lyu Jizhong Han 19 0 0 26 Jul 2023
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems Michele Panariello W. Ge Hemlata Tak Massimiliano Todisco Nicholas W. D. Evans AAML 21 6 0 13 Jun 2023
Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection Chenglong Wang Jiangyan Yi Xiaohui Zhang J. Tao Le Xu Ruibo Fu 14 10 0 09 Jun 2023
Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features Chenglong Wang Jiangyan Yi J. Tao Chuyuan Zhang Shuai Zhang Xun Chen 16 16 0 23 May 2023
Integrated Parameter-Efficient Tuning for General-Purpose Audio Models Ju-ho Kim Ju-Sung Heo Hyun-Seo Shin Chanmann Lim Ha-Jin Yu 11 5 0 04 Nov 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 23 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 27 169 0 05 Oct 2022
Fully Automated End-to-End Fake Audio Detection Chenglong Wang Jiangyan Yi J. Tao Haiyang Sun Xun Chen Zhengkun Tian Haoxin Ma Cunhang Fan Ruibo Fu 17 28 0 20 Aug 2022
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance Lin Zhang Xin Wang Erica Cooper Nicholas W. D. Evans Junichi Yamagishi 6 56 0 11 Apr 2022