Xiaohai Tian

FlexiSLM can operate at frame rates as low as 4.0 Hz while maintaining high-quality speech, effectively halving inference time compared to traditional models.

Speech LLMs struggle not just from a simple input distribution shift, but from the challenge of condensing redundant acoustic information into stable, high-level semantic representations.