:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Sahidullah, Md, Shim, Hye-jin, Hautamäki, Rosa Gonzalez, Kinnunen, Tomi H.
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	https://arxiv.org/abs/2601.17782
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

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

WildSpoof Challenge Evaluation Plan
by: Wu, Yihan, 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)

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

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

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)

Online Adaptation for Enhancing Imitation Learning Policies
by: Malato, Federico, et al.
Published: (2024)

Search-Based Adversarial Estimates for Improving Sample Efficiency in Off-Policy Reinforcement Learning
by: Malato, Federico, et al.
Published: (2025)

a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification
by: Shim, Hye-jin, 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)

Probabilistic Verification of Voice Anti-Spoofing Models
by: Kushnir, Evgeny, et al.
Published: (2026)

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

Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Case Study on BERT-based Language Models
by: Ozaki, Ana, et al.
Published: (2024)

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

Generative Classifiers Avoid Shortcut Solutions
by: Li, Alexander C., et al.
Published: (2025)

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative
by: Xuan, Xi, et al.
Published: (2025)

What You See is What You Classify: Black Box Attributions
by: Stalder, Steven, et al.
Published: (2022)

A Survey of Threats Against Voice Authentication and Anti-Spoofing Systems
by: Kamel, Kamel, et al.
Published: (2025)

Supervised and Unsupervised Alignments for Spoofing Behavioral Biometrics
by: Thebaud, Thomas, et al.
Published: (2024)

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

Mitigating Shortcut Learning with InterpoLated Learning
by: Korakakis, Michalis, et al.
Published: (2025)

Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence
by: Ahadzi, Edem, et al.
Published: (2025)

Kinship Verification Using Voice
by: Mishra, Jagabandhu, et al.
Published: (2026)

Fundamental Limits of Deep Learning-Based Binary Classifiers Trained with Hinge Loss
by: Getu, Tilahun M., et al.
Published: (2023)

Learning with Logical Constraints but without Shortcut Satisfaction
by: Li, Zenan, et al.
Published: (2024)

Spectral Masking and Interpolation Attack (SMIA): A Black-box Adversarial Attack against Voice Authentication and Anti-Spoofing Systems
by: Kamel, Kamel, et al.
Published: (2025)

Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning
by: Sani, Numair, et al.
Published: (2020)

LiBOG: Lifelong Learning for Black-Box Optimizer Generation
by: Pei, Jiyuan, et al.
Published: (2025)

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

Sharpness-Aware Black-Box Optimization
by: Ye, Feiyang, et al.
Published: (2024)

Rectifying Shortcut Behaviors in Preference-based Reward Learning
by: Ye, Wenqian, et al.
Published: (2025)

Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding
by: Bethell, Daniel, et al.
Published: (2024)

SEBA: Sample-Efficient Black-Box Attacks on Visual Reinforcement Learning
by: Huang, Tairan, et al.
Published: (2025)

Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible?
by: Gerogiannis, Argyrios, et al.
Published: (2024)

Learning Surrogates for Offline Black-Box Optimization via Gradient Matching
by: Hoang, Minh, et al.
Published: (2025)