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Sep, 2023
利用大型语言模型进行生成式语音识别误差校正
Generative Speech Recognition Error Correction with Large Language Models
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Chao-Han Huck Yang, Yile Gu, Yi-Chieh Liu, Shalini Ghosh, Ivan Bulyko...
TL;DR
使用大型语言模型进行ASR后处理，通过指令提示和上下文学习改进错误纠正，与领域精调模型相比，显示了语言模型的泛化能力。
Abstract
We explore the ability of
large language models
(LLMs) to act as
asr post-processors
that perform
rescoring
and error correction. Our focu
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