2 papers
cs.SD2026
SPO-CLAPScore: Enhancing CLAP-based alignment prediction system with Standardize Preference Optimization, for the first XACLE Challenge
Taisei Takano, Ryoya Yoshida
The first XACLE Challenge (x-to-audio alignment challenge) addresses the critical need for automatic evaluation metrics that correlate with human perception of audio-text semantic…
stat.ML2025
Bayesian Kernel Regression for Functional Data
Minoru Kusaba, Megumi Iwayama, Ryo Yoshida
In supervised learning, the output variable to be predicted is often represented as a function, such as a spectrum or probability distribution. Despite its importance, functional o…