Can large-scale vocoded spoofed data improve speech spoofing
countermeasure with a self-supervised front end?

Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?

12 September 2023

Xin Wang

Junichi Yamagishi

Papers citing "Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?"

19 / 19 papers shown

Title
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Nuria Alina Chandra Ryan Murtfeldt Lin Qiu Arnab Karmakar Hannah Lee ... Sejin Paik Changyeon Lee Jongwook Choi Aerin Kim O. Etzioni 59 5 0 04 Mar 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
Memory-Centric Computing: Recent Advances in Processing-in-DRAM O. Mutlu Ataberk Olgun Geraldo F. Oliveira Ismail Emir Yüksel 44 5 0 26 Dec 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 110 1 0 26 Nov 2024
Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes Ivan Kukanov Janne Laakkonen Tomi Kinnunen Ville Hautamaki AAML 34 0 0 27 Oct 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
LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation Hieu-Thi Luong Haoyang Li Lin Zhang Kong Aik Lee Eng Siong Chng 56 2 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
Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge Yuankun Xie Xiaopeng Wang Zhiyong Wang Ruibo Fu Zhengqi Wen Haonan Cheng Long Ye 49 1 0 13 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
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
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 45 1 0 12 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 47 15 0 08 May 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 46 17 0 22 Apr 2024
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
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 128 349 0 21 May 2022
RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing Hemlata Tak Madhu R. Kamble J. Patino Massimiliano Todisco Nicholas W. D. Evans 66 102 0 08 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 129 123 0 04 Nov 2021
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 224 2,234 0 14 Jun 2018