From the 1 of 4 linked papers with an AI index.
4 papers
Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation
Joonyong Park, David M. Chan, Yuki Saito +1
The paper investigates how large audio-language models used as automatic judges for speech evaluation can exploit protocol-level shortcuts—relying on provided labels or reference d…
Probing Token Spaces under Generator Shift in AI-Generated Music Detection
Joonyong Park, Jungwoo Kim, Junyoung Koh +1
AI-generated music detectors can appear robust on standard benchmark splits, yet their deployments require transfer to generator sources absent during training. We study this probl…
AnimeScore: A Preference-Based Dataset and Framework for Evaluating Anime-Like Speech Style
Joonyong Park, Jerry Li
Evaluating 'anime-like' voices currently relies on costly subjective judgments, yet no standardized objective metric exists. A key challenge is that anime-likeness, unlike naturaln…
Analysing the Language of Neural Audio Codecs
Joonyong Park, Shinnosuke Takamichi, David M. Chan +3
This study presents a comparative analysis of the statistical and linguistic properties of neural audio codecs (NACs). We investigate discrete speech tokens produced by various NAC…