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action token control 1multi-speaker dialog 1noisy speech environments 1reinforcement learning 1speech language models 1synthetic data generation 1

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20242026
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cs.CL2024

Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify and Understand Speaker in Spoken Dialogue

Junkai Wu, Xulin Fan, Bo-Ru Lu +4

In recent years, we have observed a rapid advancement in speech language models (SpeechLLMs), catching up with humans' listening and reasoning abilities. SpeechLLMs have demonstrat…