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Jun, 2024
用于多语言ASR的参数高效语言扩展框架
A Parameter-efficient Language Extension Framework for Multilingual ASR
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Wei Liu, Jingyong Hou, Dong Yang, Muyong Cao, Tan Lee
TL;DR
基于架构的语言扩展框架被提出来解决多语言演讲识别模型(MASR)的持续学习和参数高效的微调(PEFT)方法,提高了在不同语言间的转换能力。
Abstract
Covering all languages with a
multilingual speech recognition
model (MASR) is very difficult. Performing
language extension
on top of an existing MASR is a desirable choice. In this study, the MASR
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