Cover Image

Generalizable Speech Deepfake Detection via Information Bottleneck Enhanced Adversarial Alignment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Pu, Wang, Shouguang, Yao, Siya, Zhou, Mengchu
Format:	Preprint
Published:	2025
Subjects:	Sound Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fake Speech Wild: Detecting Deepfake Speech on Social Media Platform
by: Xie, Yuankun, et al.
Published: (2025)

SONAR: Spectral-Contrastive Audio Residuals for Generalizable Deepfake Detection
by: HIdekel, Ido Nitzan, et al.
Published: (2025)

Towards Explicit Acoustic Evidence Perception in Audio LLMs for Speech Deepfake Detection
by: Guo, Xiaoxuan, et al.
Published: (2026)

Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning
by: Dvirniak, Artem, et al.
Published: (2026)

SNAP: Speaker Nulling for Artifact Projection in Speech Deepfake Detection
by: Jung, Kyudan, et al.
Published: (2026)

Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection
by: Truong, Duc-Tuan, et al.
Published: (2025)

AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan
by: Xie, Yuankun, et al.
Published: (2026)

ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale
by: Wang, Xin, et al.
Published: (2024)

QAMO: Quality-aware Multi-centroid One-class Learning For Speech Deepfake Detection
by: Truong, Duc-Tuan, et al.
Published: (2025)

Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception
by: Xie, Yuankun, et al.
Published: (2025)

Interpretable All-Type Audio Deepfake Detection with Audio LLMs via Frequency-Time Reinforcement Learning
by: Xie, Yuankun, et al.
Published: (2026)

Controllable Singing Style Conversion with Boundary-Aware Information Bottleneck
by: Hu, Zhetao, et al.
Published: (2026)

SpoofCeleb: Speech Deepfake Detection and SASV In The Wild
by: Jung, Jee-weon, et al.
Published: (2024)

A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators
by: Pham, Lam, et al.
Published: (2026)

EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection
by: Zhang, Tong, et al.
Published: (2025)

Deepfake Audio Detection Using Self-supervised Fusion Representations
by: Zaman, Khalid, et al.
Published: (2026)

Unifying Speech Editing Detection and Content Localization via Prior-Enhanced Audio LLMs
by: Xue, Jun, et al.
Published: (2026)

Leveraging Mixture of Experts for Improved Speech Deepfake Detection
by: Negroni, Viola, et al.
Published: (2024)

Split and Conquer Partial Deepfake Speech
by: Rimon, Inbal, et al.
Published: (2026)

Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs
by: Amin, Lisan Al, et al.
Published: (2025)

Audio Deepfake Detection in the Age of Advanced Text-to-Speech models
by: Singh, Robin, et al.
Published: (2026)

Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes
by: Kukanov, Ivan, et al.
Published: (2024)

Enhancing Efficiency and Performance in Deepfake Audio Detection through Neuron-level Dropin & Neuroplasticity Mechanisms
by: Li, Yupei, et al.
Published: (2026)

Context and Transcripts Improve Detection of Deepfake Audios of Public Figures
by: Gao, Chongyang, et al.
Published: (2026)

Environmental Sound Deepfake Detection Using Deep-Learning Framework
by: Pham, Lam, et al.
Published: (2026)

Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis
by: Fursule, Aishwarya, et al.
Published: (2026)

Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes
by: Zhang, Kuiyuan, et al.
Published: (2024)

Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features
by: Amin, Lisan Al, et al.
Published: (2026)

AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge
by: Borodin, Kirill, et al.
Published: (2024)

Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024
by: Guragain, Anmol, et al.
Published: (2024)

AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds
by: Wang, Qizhou, et al.
Published: (2025)

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

From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection
by: Liu, Ke, et al.
Published: (2026)

ERF-BA-TFD+: A Multimodal Model for Audio-Visual Deepfake Detection
by: Zhang, Xin, et al.
Published: (2025)

Toward Noise-Aware Audio Deepfake Detection: Survey, SNR-Benchmarks, and Practical Recipes
by: Sen, Udayon, et al.
Published: (2025)

Zero-Shot to Zero-Lies: Detecting Bengali Deepfake Audio through Transfer Learning
by: Samu, Most. Sharmin Sultana, et al.
Published: (2025)

TRACE: Training-Free Partial Audio Deepfake Detection via Embedding Trajectory Analysis of Speech Foundation Models
by: Khan, Awais, et al.
Published: (2026)

SlimSpeech: Lightweight and Efficient Text-to-Speech with Slim Rectified Flow
by: Wang, Kaidi, et al.
Published: (2025)

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

Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection
by: Wu, Jinyang, et al.
Published: (2026)