Cover Image

Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Oiso, Hideyuki, Matsunaga, Yuto, Kakizaki, Kazuya, Miyagawa, Taiki
Format:	Preprint
Published:	2024
Subjects:	Sound Artificial Intelligence Cryptography and Security Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis
by: Warren, Kevin, et al.
Published: (2025)

One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection
by: Kim, Hyun Myung, et al.
Published: (2024)

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

Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech
by: Huang, Kunyang, et al.
Published: (2025)

PITCH: AI-assisted Tagging of Deepfake Audio Calls using Challenge-Response
by: Mittal, Govind, et al.
Published: (2024)

Why Speech Deepfake Detectors Won't Generalize: The Limits of Detection in an Open World
by: Berisha, Visar, et al.
Published: (2025)

Gumbel Rao Monte Carlo based Bi-Modal Neural Architecture Search for Audio-Visual Deepfake Detection
by: PN, Aravinda Reddy, et al.
Published: (2024)

Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection
by: Li, Menglu, et al.
Published: (2025)

LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech
by: Liu, Xuechen, et al.
Published: (2025)

CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning
by: Wu, Haolin, et al.
Published: (2024)

Hindi audio-video-Deepfake (HAV-DF): A Hindi language-based Audio-video Deepfake Dataset
by: Kaur, Sukhandeep, et al.
Published: (2024)

Towards the Development of a Real-Time Deepfake Audio Detection System in Communication Platforms
by: Mathew, Jonat John, et al.
Published: (2024)

Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection
by: Kheir, Yassine El, et al.
Published: (2025)

SilentCipher: Deep Audio Watermarking
by: Singh, Mayank Kumar, et al.
Published: (2024)

DIN-CTS: Low-Complexity Depthwise-Inception Neural Network with Contrastive Training Strategy for Deepfake Speech Detection
by: Pham, Lam, et al.
Published: (2025)

A Survey on Speech Deepfake Detection
by: Li, Menglu, et al.
Published: (2024)

SafeEar: Content Privacy-Preserving Audio Deepfake Detection
by: Li, Xinfeng, et al.
Published: (2024)

Yours or Mine? Overwriting Attacks Against Neural Audio Watermarking
by: Yao, Lingfeng, et al.
Published: (2025)

Interpretable Temporal Class Activation Representation for Audio Spoofing Detection
by: Li, Menglu, et al.
Published: (2024)

A Preliminary Case Study on Long-Form In-the-Wild Audio Spoofing Detection
by: Liu, Xuechen, et al.
Published: (2024)

The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents
by: Wang, Lixu, et al.
Published: (2025)

Every Breath You Don't Take: Deepfake Speech Detection Using Breath
by: Layton, Seth, et al.
Published: (2024)

PosCUDA: Position based Convolution for Unlearnable Audio Datasets
by: Gokul, Vignesh, et al.
Published: (2024)

VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect
by: Fei, Qingyuan, et al.
Published: (2025)

Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection
by: Febrinanto, Falih Gozi, et al.
Published: (2025)

VoiceWukong: Benchmarking Deepfake Voice Detection
by: Yan, Ziwei, et al.
Published: (2024)

Towards Generalized Source Tracing for Codec-Based Deepfake Speech
by: Chen, Xuanjun, et al.
Published: (2025)

IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection
by: Zhu, Jiajie, et al.
Published: (2026)

EveGuard: Defeating Vibration-based Side-Channel Eavesdropping with Audio Adversarial Perturbations
by: Chang, Jung-Woo, et al.
Published: (2024)

AudioMarkBench: Benchmarking Robustness of Audio Watermarking
by: Liu, Hongbin, et al.
Published: (2024)

Audio-Visual Deepfake Detection With Local Temporal Inconsistencies
by: Astrid, Marcella, et al.
Published: (2025)

D-CAPTCHA++: A Study of Resilience of Deepfake CAPTCHA under Transferable Imperceptible Adversarial Attack
by: Nguyen-Le, Hong-Hanh, et al.
Published: (2024)

JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
by: Peng, Zifan, et al.
Published: (2025)

Adversarial Representation Learning for Robust Privacy Preservation in Audio
by: Gharib, Shayan, et al.
Published: (2023)

Boosting the Transferability of Audio Adversarial Examples with Acoustic Representation Optimization
by: Jin, Weifei, et al.
Published: (2025)

GROOT: Generating Robust Watermark for Diffusion-Model-Based Audio Synthesis
by: Liu, Weizhi, et al.
Published: (2024)

WaLi: Can Pressure Sensors in HVAC Systems Capture Human Speech?
by: Tamiti, Tarikul Islam, et al.
Published: (2025)

Cross-Technology Generalization in Synthesized Speech Detection: Evaluating AST Models with Modern Voice Generators
by: Ustinov, Andrew, et al.
Published: (2025)

Benchmarking Fake Voice Detection in the Fake Voice Generation Arms Race
by: Mao, Xutao, et al.
Published: (2025)

Spoofing attack augmentation: can differently-trained attack models improve generalisation?
by: Ge, Wanying, et al.
Published: (2023)