Cover Image

Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Mingru, Gu, Yanmei, He, Qianhua, Li, Yanxiong, Zhang, Peirong, Chen, Yongqiang, Wang, Zhiming, Zhu, Huijia, Liu, Jian, Wang, Weiqiang
Format:	Preprint
Published:	2025
Subjects:	Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation
by: Huang, Wen, et al.
Published: (2025)

SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods
by: Huang, Wen, et al.
Published: (2025)

Generalizable Detection of Audio Deepfakes
by: Lopez, Jose A., et al.
Published: (2025)

Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor
by: Si, Yongjie, et al.
Published: (2024)

BreathNet: Generalizable Audio Deepfake Detection via Breath-Cue-Guided Feature Refinement
by: Ye, Zhe, et al.
Published: (2026)

ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild
by: Yi, Jiangyan, et al.
Published: (2024)

Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network
by: Li, Yanxiong, et al.
Published: (2024)

Detection of Deepfake Environmental Audio
by: Ouajdi, Hafsa, et al.
Published: (2024)

Beyond Identity: A Generalizable Approach for Deepfake Audio Detection
by: Ahmadiadli, Yasaman, et al.
Published: (2025)

HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection
by: Liang, Zhili Nicholas, et al.
Published: (2026)

Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection
by: Laakkonen, Janne, et al.
Published: (2025)

Transferable Adversarial Attacks on Audio Deepfake Detection
by: Farooq, Muhammad Umar, et al.
Published: (2025)

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection
by: Fu, Ruibo, et al.
Published: (2025)

Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
by: Xie, Yuankun, et al.
Published: (2024)

Continuous Learning of Transformer-based Audio Deepfake Detection
by: Le, Tuan Duy Nguyen, et al.
Published: (2024)

Unmasking Deepfakes: Leveraging Augmentations and Features Variability for Deepfake Speech Detection
by: Rimon, Inbal, et al.
Published: (2025)

Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy
by: Zhao, Botao, et al.
Published: (2025)

SynHate: Detecting Hate Speech in Synthetic Deepfake Audio
by: Ranjan, Rishabh, et al.
Published: (2025)

Advancing Continual Learning for Robust Deepfake Audio Classification
by: Dong, Feiyi, et al.
Published: (2024)

Retrieval-Augmented Audio Deepfake Detection
by: Kang, Zuheng, et al.
Published: (2024)

RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection
by: Chen, Yujie, et al.
Published: (2024)

DeepFense: A Unified, Modular, and Extensible Framework for Robust Deepfake Audio Detection
by: Kheir, Yassine El, et al.
Published: (2026)

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection
by: Kheir, Yassine El, et al.
Published: (2025)

From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview
by: Li, Yupei, et al.
Published: (2024)

ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection
by: Gu, Hao, et al.
Published: (2025)

Source Tracing of Audio Deepfake Systems
by: Klein, Nicholas, et al.
Published: (2024)

Towards Robust Audio Deepfake Detection: A Evolving Benchmark for Continual Learning
by: Zhang, Xiaohui, et al.
Published: (2024)

Region-Based Optimization in Continual Learning for Audio Deepfake Detection
by: Chen, Yujie, et al.
Published: (2024)

The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio
by: Xie, Yuankun, et al.
Published: (2024)

Does Audio Deepfake Detection Generalize?
by: Müller, Nicolas M., et al.
Published: (2022)

Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio
by: Lu, Yi, et al.
Published: (2024)

Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models
by: Pham, Lam, et al.
Published: (2024)

Open-Set Source Tracing of Audio Deepfake Systems
by: Klein, Nicholas, et al.
Published: (2025)

Lightweight Resolution-Aware Audio Deepfake Detection via Cross-Scale Attention and Consistency Learning
by: Shahriar, K. A.
Published: (2026)

Enhancing Generalization in Audio Deepfake Detection: A Neural Collapse based Sampling and Training Approach
by: Yousif, Mohammed, et al.
Published: (2024)

Perturbed Public Voices (P$^{2}$V): A Dataset for Robust Audio Deepfake Detection
by: Gao, Chongyang, et al.
Published: (2025)

A Noval Feature via Color Quantisation for Fake Audio Detection
by: Wang, Zhiyong, et al.
Published: (2024)

Disentangling Hierarchical Features for Anomalous Sound Detection Under Domain Shift
by: Guan, Jian, et al.
Published: (2025)

Targeted Augmented Data for Audio Deepfake Detection
by: Astrid, Marcella, et al.
Published: (2024)

Replay Attacks Against Audio Deepfake Detection
by: Müller, Nicolas, et al.
Published: (2025)