audio language models 1chain-of-thought reasoning 1interpretability 1large audio language models 1model adaptation 1reinforcement learning 1robustness 1speaker verification 1speech deepfake detection 1spoof detection 1zero-shot learning 1
From the 2 of 2 linked papers with an AI index.
2 papers
cs.SD2026
Large Audio Language Models for Spoofing-Aware Speaker Verification
Sofya Savelyeva, Mariia Perunova, Evgeny Kushnir +3
The paper investigates the use of large audio language models for spoofing‑aware speaker verification, evaluating zero‑shot, supervised, reasoning‑oriented, and reinforcement‑learn…
cs.SD2026
Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning
Artem Dvirniak, Evgeny Kushnir, Dmitrii Tarasov +5
The paper introduces HIR‑SDD, a speech deepfake detection framework that leverages large audio language models and chain‑of‑thought reasoning from a human‑annotated dataset to impr…