Henry Hong

Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech

Current speech-language models (SLMs) typically use a cascade of speech encoder and large language model, treating speech understanding as a single black box. They analyze the content of speech well but reason weakly about other aspects, especially under sparse supervision. Thus, we argue for explic…