audio-language models 1human-machine agreement 1model auditing 1protocol shortcuts 1speech evaluation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.SD2026
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…
cs.CL2025
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…