Language model domain adaptation for automatic speech recognition systems

This research addresses the language model (LM) domain mismatch problem in automatic speech recognition (ASR) systems. The ASR systems rely on LMs to constrain its recognition output to linguistically correct hypotheses. While LMs significantly improve the linguistic competence of ASR, they are high...

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Bibliographic Details
Main Author: Khassanov, Yerbolat
Other Authors: Chng Eng Siong
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/141323