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 ## Introduction
 
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 This repository contains the official implementation (in PyTorch), pretrained checkpoints, and datasets of LTU and LTU-AS. 
 LTU and LTU-AS are first generation of audio and speech large language models that bridges audio perception with understanding.
 They not only achieve SOTA on multiple closed-ended audio and speech tasks, but can answer any question based on the given audio.