Date of Original Version

9-2012

Type

Conference Proceeding

Journal Title

Proceedings of INTERSPEECH

First Page

2450

Last Page

2453

Rights Management

Copyright 2012 ISCA

Abstract or Description

This paper presents initial studies to improve the out-of-vocabulary (OOV) word detection performance by using mixed types of fragment units in one hybrid system. Three types of fragment units, subwords, syllables, and graphones, were combined in two different ways to build the hybrid lexicon and language model. The experimental results show that hybrid systems with mixed types of fragment units perform better than hybrid systems using only one type of fragment unit. After comparing the OOV word detection performance with the number and length of fragment units of each system, we proposed future work to better utilize mixed types of fragment units in a hybrid system.

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Published In

Proceedings of INTERSPEECH, 2450-2453.