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RetroThinker: Enabling Retrospective Thinking in Speech LLMs

Shih, Yi-Jen et al.
arXiv (All) · Papers
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artificial-intelligenceaudio-and-speech-processingcomputation-and-language
Speech large language models (SpeechLLMs) offer reduced latency and retain paralinguistic nuances that are typically lost in cascaded automatic speech recognition (ASR) and text-based LM architectures. However, they continue to lag behind text-only LLMs on complex reasoning tasks, while real-time sp
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