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20242026
most citedWhisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models

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cs.SD2025

Can Audio Large Language Models Verify Speaker Identity?

Yiming Ren, Xuenan Xu, Baoxiang Li +2

This paper investigates adapting Audio Large Language Models (ALLMs) for speaker verification (SV). We reformulate SV as an audio question-answering task and conduct comprehensive…

cs.SD2025

Investigation of Zero-shot Text-to-Speech Models for Enhancing Short-Utterance Speaker Verification

Yiyang Zhao, Shuai Wang, Guangzhi Sun +4

Short-utterance speaker verification presents significant challenges due to the limited information in brief speech segments, which can undermine accuracy and reliability. Recently…