IEICE Transactions on Information and Systems
Online ISSN : 1745-1361
Print ISSN : 0916-8532
Regular Section
Evaluation of Combinational Use of Discriminant Analysis-Based Acoustic Feature Transformation and Discriminative Training
Makoto SAKAINorihide KITAOKAYuya HATTORISeiichi NAKAGAWAKazuya TAKEDA
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JOURNAL FREE ACCESS

2010 Volume E93.D Issue 2 Pages 395-398

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Abstract

To improve speech recognition performance, acoustic feature transformation based on discriminant analysis has been widely used. For the same purpose, discriminative training of HMMs has also been used. In this letter we investigate the effectiveness of these two techniques and their combination. We also investigate the robustness of matched and mismatched noise conditions between training and evaluation environments.

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© 2010 The Institute of Electronics, Information and Communication Engineers
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