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eess.AS2025
Train Short, Infer Long: Speech-LLM Enables Zero-Shot Streamable Joint ASR and Diarization on Long Audio
Mohan Shi, Xiong Xiao, Ruchao Fan +2
Joint automatic speech recognition (ASR) and speaker diarization aim to answer the question "who spoke what" in multi-speaker scenarios. In this paper, we present an end-to-end spe…
eess.AS2025
Advancing Speech Summarization in Multi-modal LLMs with Reinforcement Learning
Shaoshi Ling, Gang Liu, Guoli Ye +1
Speech summarization is a critical component of spoken content understanding, particularly in the era of rapidly growing spoken and audiovisual data. Recent advances in multi-modal…
cs.CL2025
Customizing Speech Recognition Model with Large Language Model Feedback
Shaoshi Ling, Guoli Ye
Automatic speech recognition (ASR) systems have achieved strong performance on general transcription tasks. However, they continue to struggle with recognizing rare named entities…