2026
SPEECHCT-CLIP: DISTILLING TEXT-IMAGE KNOWLEDGE TO SPEECH FOR VOICE-NATIVE MULTIMODAL CT ANALYSIS
ICASSP 2026oral
Spoken communication plays a central role in clinical workflows. In radiology, for example, most reports are created through dictation. Yet, nearly all medical AI systems rely exclusively on written text. In this work, we address this gap by exploring the feasibility of learning visual-language repr…