One-Class Learning with Adaptive Centroid Shift for Audio Deepfake
Detection

One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection

24 June 2024

Hoirin Kim

Papers citing "One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection"

7 / 7 papers shown

Title
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation Andrea Di Pierno Luca Guarnera D. Allegra Sebastiano Battiato 36 0 0 29 Apr 2025
Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching Emma Coletta Davide Salvi Viola Negroni Daniele Ugo Leonzio Paolo Bestagini 59 1 0 23 Mar 2025
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
A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection Kyungbok Lee You Zhang Zhiyao Duan 27 0 0 20 Jun 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
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
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 153 281 0 04 Oct 2021