Integrated Spoofing-Robust Automatic Speaker Verification via a Three-Class Formulation and LLR

arXiv:2603.13780 · eess.AS, cs.SD · Submitted 2026-03-14 · Read on arXiv

eess.AS, cs.SD

Submitted: 2026-03-14

Updated: 2026-10-27

Terminology

• Verification — 3× in this paper · explained in 2 episodes
• Interpretability — 2× in this paper · explained in 15 episodes

Related papers

• Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs
• X-VC: Zero-shot Streaming Voice Conversion in Codec Space
• Autoregressive Guidance of Deep Spatially Selective Filters using Bayesian Tracking for Efficient Extraction of Moving Speakers
• LiveAnon: Improving Privacy and Utility in Streaming Speaker Anonymization with Codec Language Models
• EarLog: Opportunistic Ear Physiology Sensing toward Personalized Hearing Risk Awareness
• VM-ARRAYDPS: Virtual Microphone Augmented Diffusion Posterior Sampling for Unsupervised Blind Speech Separation