Semantic-Aware Confidence Calibration for Automated Audio Captioning

Lucas Dunker, Sai Akshay Menta, Snigdha Mohana Addepalli +1

Automated audio captioning models frequently produce overconfident predictions regardless of semantic accuracy, limiting their reliability in deployment. This deficiency stems from…