Image de couverture de livre

Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Shi, Haohan, Shi, Xiyu, Dogan, Safak, Alzubi, Saif, Huang, Tianjin, Zhang, Yunxiao
Format:	Preprint
Publié:	2025
Sujets:	Audio and Speech Processing Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations
par: Shi, Haohan, et autres
Publié: (2025)

Audio Deepfake Detection at the First Greeting: "Hi!"
par: Shi, Haohan, et autres
Publié: (2026)

Beyond Identity: A Generalizable Approach for Deepfake Audio Detection
par: Ahmadiadli, Yasaman, et autres
Publié: (2025)

Exploring Audio-Visual Information Fusion for Sound Event Localization and Detection In Low-Resource Realistic Scenarios
par: Jiang, Ya, et autres
Publié: (2024)

A Robust Proactive Communication Strategy for Distributed Active Noise Control Systems
par: Ji, Junwei, et autres
Publié: (2025)

Self-Boosted Weight-Constrained FxLMS: A Robustness Distributed Active Noise Control Algorithm Without Internode Communication
par: Ji, Junwei, et autres
Publié: (2025)

A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection
par: Ali, Hashim, et autres
Publié: (2026)

Detection of manatee vocalisations using the Audio Spectrogram Transformer
par: Schiappacasse, Stefano, et autres
Publié: (2024)

Is Audio Spoof Detection Robust to Laundering Attacks?
par: Ali, Hashim, et autres
Publié: (2024)

Robust Fixed-Filter Sound Zone Control with Audio-Based Position Tracking
par: Bhattacharjee, Sankha Subhra, et autres
Publié: (2024)

Distributed Multichannel Active Noise Control with Asynchronous Communication
par: Ji, Junwei, et autres
Publié: (2026)

Adaptive Per-Channel Energy Normalization Front-end for Robust Audio Signal Processing
par: Meng, Hanyu, et autres
Publié: (2025)

A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features
par: Monge-Alvarez, Jesús, et autres
Publié: (2024)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
par: Liao, Yuan, et autres
Publié: (2025)

WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection
par: Xuan, Xi, et autres
Publié: (2026)

Target Speaker Selection for Neural Network Beamforming in Multi-Speaker Scenarios
par: Fiorio, Luan Vinícius, et autres
Publié: (2025)

SUNAC: Source-aware Unified Neural Audio Codec
par: Aihara, Ryo, et autres
Publié: (2025)

Robust Detection of Underwater Target Against Non-Uniform Noise With Optical Fiber DAS Array
par: Cang, Siyuan, et autres
Publié: (2025)

WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection
par: Xuan, Xi, et autres
Publié: (2025)

Perceptually-motivated Spatial Audio Codec for Higher-Order Ambisonics Compression
par: Hold, Christoph, et autres
Publié: (2024)

HCFD: A Benchmark for Audio Deepfake Detection in Healthcare
par: Akhtar, Mohd Mujtaba, et autres
Publié: (2026)

Towards Robust Audio Deepfake Detection: A Evolving Benchmark for Continual Learning
par: Zhang, Xiaohui, et autres
Publié: (2024)

Generative AI in Signal Processing Education: An Audio Foundation Model Based Approach
par: Khan, Muhammad Salman, et autres
Publié: (2026)

Zero-Bit Transmission of Adaptive Pre- and De-emphasis Filters for Speech and Audio Coding
par: Piralideh, Niloofar Omidi, et autres
Publié: (2024)

Aliasing-Free Neural Audio Synthesis
par: Gu, Yicheng, et autres
Publié: (2025)

Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio
par: Abbott, Leigh, et autres
Publié: (2024)

Transferable Selective Virtual Sensing Active Noise Control Technique Based on Metric Learning
par: Wang, Boxiang, et autres
Publié: (2024)

Predictive Directional Selective Fixed-Filter Active Noise Control for Moving Sources via a Convolutional Recurrent Neural Network
par: Wang, Boxiang, et autres
Publié: (2026)

HOMULA-RIR: A Room Impulse Response Dataset for Teleconferencing and Spatial Audio Applications Acquired Through Higher-Order Microphones and Uniform Linear Microphone Arrays
par: Miotello, Federico, et autres
Publié: (2024)

TTSlow: Slow Down Text-to-Speech with Efficiency Robustness Evaluations
par: Gao, Xiaoxue, et autres
Publié: (2024)

SoundSpring: Loss-Resilient Audio Transceiver with Dual-Functional Masked Language Modeling
par: Yao, Shengshi, et autres
Publié: (2025)

Audio signal interpolation using optimal transportation of spectrograms
par: Valdivia, David, et autres
Publié: (2025)

A Multimodal Data Fusion Attention-Empowered Generative Adversarial Network for Real Time 3D Underwater Sound Speed Field Construction
par: Huang, Wei, et autres
Publié: (2025)

ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
par: Yang, Shu-wen, et autres
Publié: (2025)

Mixed-gradients Distributed Filtered Reference Least Mean Square Algorithm -- A Robust Distributed Multichannel Active Noise Control Algorithm
par: Ji, Junwei, et autres
Publié: (2025)

Bird Vocalization Embedding Extraction Using Self-Supervised Disentangled Representation Learning
par: Shi, Runwu, et autres
Publié: (2024)

Low-Complexity Neural Wind Noise Reduction for Audio Recordings
par: Eftekhari, Hesam, et autres
Publié: (2025)

Significance of Chirp MFCC as a Feature in Speech and Audio Applications
par: Joysingh, S. Johanan, et autres
Publié: (2024)

Collection: UAV-Based RSS Measurements from the AFAR Challenge in Digital Twin and Real-World Environments
par: Masrur, Saad, et autres
Publié: (2025)

Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations
par: Huang, Kuan-Tang, et autres
Publié: (2026)