Irmak Bukey

2 accepted papers

2026

RETHINKING MUSIC CAPTIONING WITH MUSIC METADATA LLMS

Irmak Bukey, Zhepei Wang, Chris Donahue, Nicholas J. Bryan

ICASSP 2026poster

Music captioning, or the task of generating a natural language description of music, is useful for both music understanding and controllable music generation. Training captioning models, however, typically requires high-quality music caption data which is scarce compared to metadata (e.g., genre, mo…

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2023

Audio Cross Verification Using Dual Alignment Likelihood Ratio Test

Heidi Lei, Arm Wonghirundacha, Irmak Bukey, T. J. Tsai

ICASSP 2023accepted

This paper explores a way to verify that audio has not been maliciously tampered in a specific context: short viral videos taken from news recordings. Rather than trying to detect artifacts of tampering (internal inconsistency), we focus on positively verifying a query against a trusted source such…

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