FastSLM: Hierarchical Temporal Abstraction for Efficient Long-Form Speech Adaptation
Experimental results demonstrate that FastSLM achieves competitive performance across diverse speech-language tasks while requiring substantially fewer speech tokens and FLOPs than existing speech-language models.
Junseok Lee, Chang-Jae Chun
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