Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding

ArXi:2512.04847v2 Announce Type: replace-cross Pre-trained audio models excel at detecting acoustic patterns in auscultation sounds but often fail to grasp their clinical significance, limiting their use and performance in diagnostic tasks. To bridge this gap, we