LMC-SMCA: A New Active Learning Method in ASR

LMC-SMCA: A New Active Learning Method in ASR

In Automatic Speech Recognition (ASR), transcribed data take substantial effort to obtain. It is worthwhile to explore how to selective the samples with more information from un-transcribed datapool to get a better model with the limited cost. Therefore, active learning in ASR becomes a research top...

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Bibliographic Details
Main Authors: Xiusong Sun, Bo Wang, Shaohan Liu, Tingxiang Lu, Xin Shan, Qun Yang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Speech recognition
active learning
committee-based
certainty-based methods
Online Access:https://ieeexplore.ieee.org/document/9363163/

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