Cover Image

ASVspoof 5: Evaluation of Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Xin, Delgado, Héctor, Evans, Nicholas, Liu, Xuechen, Kinnunen, Tomi, Tak, Hemlata, Lee, Kong Aik, Kukanov, Ivan, Sahidullah, Md, Todisco, Massimiliano, Yamagishi, Junichi
Format:	Preprint
Published:	2026
Subjects:	Signal Processing Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech
by: Wang, Xin, et al.
Published: (2025)

Generalizing Speaker Verification for Spoof Awareness in the Embedding Space
by: Liu, Xuechen, et al.
Published: (2024)

Explaining Speaker and Spoof Embeddings via Probing
by: Liu, Xuechen, et al.
Published: (2024)

Cyclostationarity Analysis as a Complement to Self-Supervised Representations for Speech Deepfake Detection
by: Hanilçi, Cemal, et al.
Published: (2026)

Revisiting and Improving Scoring Fusion for Spoofing-aware Speaker Verification Using Compositional Data Analysis
by: Wang, Xin, et al.
Published: (2024)

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

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

2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems
by: Galdi, Chiara, et al.
Published: (2024)

Post-training for Deepfake Speech Detection
by: Ge, Wanying, et al.
Published: (2025)

Shortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics
by: Sahidullah, Md, et al.
Published: (2026)

Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing
by: Shim, Hye-jin, et al.
Published: (2024)

Causal Analysis of ASR Errors for Children: Quantifying the Impact of Physiological, Cognitive, and Extrinsic Factors
by: Singh, Vishwanath Pratap, et al.
Published: (2025)

ChildAugment: Data Augmentation Methods for Zero-Resource Children's Speaker Verification
by: Singh, Vishwanath Pratap, et al.
Published: (2024)

Causal Structure Discovery for Error Diagnostics of Children's ASR
by: Singh, Vishwanath Pratap, et al.
Published: (2025)

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

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

RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations
by: Luong, Hieu-Thi, et al.
Published: (2026)

Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model
by: Todisco, Massimiliano, et al.
Published: (2024)

From Sharpness to Better Generalization for Speech Deepfake Detection
by: Huang, Wen, et al.
Published: (2025)

Reference-free Adversarial Sex Obfuscation in Speech
by: Qu, Yangyang, et al.
Published: (2025)

Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing
by: Liu, Tianchi, et al.
Published: (2024)

WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection
by: Xuan, Xi, et al.
Published: (2025)

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

An Explainable Probabilistic Attribute Embedding Approach for Spoofed Speech Characterization
by: Chhibber, Manasi, et al.
Published: (2024)

Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio
by: Zhang, Lin, et al.
Published: (2024)

Advancing Zero-Shot Open-Set Speech Deepfake Source Tracing
by: Chhibber, Manasi, et al.
Published: (2025)

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

FakeMark: Deepfake Speech Attribution With Watermarked Artifacts
by: Ge, Wanying, et al.
Published: (2025)

Towards Explainable Spoofed Speech Attribution and Detection:a Probabilistic Approach for Characterizing Speech Synthesizer Components
by: Mishra, Jagabandhu, et al.
Published: (2025)

Multilingual Source Tracing of Speech Deepfakes: A First Benchmark
by: Xuan, Xi, et al.
Published: (2025)

Investigating the Potential of Multi-Stage Score Fusion in Spoofing-Aware Speaker Verification
by: Kurnaz, Oguzhan, et al.
Published: (2025)

ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2Vec2.0 Based ASR
by: Singh, Vishwanath Pratap, et al.
Published: (2024)

Joint Optimization of Speaker and Spoof Detectors for Spoofing-Robust Automatic Speaker Verification
by: Kurnaz, Oğuzhan, et al.
Published: (2025)

Towards Data Drift Monitoring for Speech Deepfake Detection in the context of MLOps
by: Wang, Xin, et al.
Published: (2025)

ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks
by: Mahapatra, Aurosweta, et al.
Published: (2026)

Does Fine-tuning by Reinforcement Learning Improve Generalization in Binary Speech Deepfake Detection?
by: Wang, Xin, et al.
Published: (2026)

Deepfake Word Detection by Next-token Prediction using Fine-tuned Whisper
by: Tran, Hoan My, et al.
Published: (2026)

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

I Hear, Therefore I Trust: A Socio-Technical Investigation of Humans as Synthetic Speech Detectors
by: Erscoi, Lelia, et al.
Published: (2026)