Imagen de Portada

Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Fursule, Aishwarya, Kshirsagar, Shruti, Avila, Anderson R.
Formato:	Preprint
Publicado:	2026
Materias:	Sound Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias
por: Fursule, Aishwarya, et al.
Publicado: (2026)

PhonemeDF: A Synthetic Speech Dataset for Audio Deepfake Detection and Naturalness Evaluation
por: Nallaguntla, Vamshi, et al.
Publicado: (2026)

Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments
por: Anacin, et al.
Publicado: (2026)

Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings
por: Nallaguntla, Vamshi, et al.
Publicado: (2026)

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

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

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

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

Cross-Domain Audio Deepfake Detection: Dataset and Analysis
por: Li, Yuang, et al.
Publicado: (2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Harder or Different? Understanding Generalization of Audio Deepfake Detection
por: Müller, Nicolas M., et al.
Publicado: (2024)

Measuring the Robustness of Audio Deepfake Detectors
por: Li, Xiang, et al.
Publicado: (2025)

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

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

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

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

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

SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
por: Zhu, Yi, et al.
Publicado: (2024)

IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection
por: Kumar, Abhay, et al.
Publicado: (2025)

Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems
por: Kwok, Chin Yuen, et al.
Publicado: (2025)

Evaluation of Audio Language Models for Fairness, Safety, and Security
por: Aloufi, Ranya, et al.
Publicado: (2026)

Multi-level SSL Feature Gating for Audio Deepfake Detection
por: Tran, Hoan My, et al.
Publicado: (2025)

Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR
por: Kulkarni, Ajinkya, et al.
Publicado: (2026)

AFSS: Artifact-Focused Self-Synthesis for Mitigating Bias in Audio Deepfake Detection
por: Nguyen-Le, Hai-Son, et al.
Publicado: (2026)

HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection
por: Wen, Qing, et al.
Publicado: (2026)

I Can Hear You: Selective Robust Training for Deepfake Audio Detection
por: Zhang, Zirui, et al.
Publicado: (2024)

DeePen: Penetration Testing for Audio Deepfake Detection
por: Müller, Nicolas, et al.
Publicado: (2025)