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Automatic Speech Recognition : the Development of the SPHINX System

Author: Kai-Fu Lee
Publisher: Boston, MA : Springer US, 1989.
Series: Springer International Series in Engineering and Computer Science, VLSI, Computer Architecture and Digital Signal Processing, 62.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

Speech Recognition has a long history of being one of the difficult problems in Artificial Intelligence and Computer Science. These include cost, real time response, speaker independence, robustness  Read more...

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Kai-Fu Lee
ISBN: 9781461536505 1461536502
OCLC Number: 851800387
Description: 1 online resource (xv, 207 pages).
Contents: 1. Introduction --
2. Hidden Markov Modeling of Speech --
3. Task and Databases --
4. The Baseline SPHINX System --
5. Adding Knowledge --
6. Finding a Good Unit of Speech --
7. Learning and Adaptation --
8. Summary of Results --
9. Conclusion --
Appendix I. Evaluating Speech Recognizers --
I.1. Perplexity --
I.2. Computing Error Rate --
Appendix H. The Resource Management Task --
II. 1. The Vocabulary and the SPHINX Pronunciation Dictionary --
II. 2. The Grammar --
II. 3. Training and Test Speakers --
Appendix III. Examples of SPHINX Recognition --
References.
Series Title: Springer International Series in Engineering and Computer Science, VLSI, Computer Architecture and Digital Signal Processing, 62.
Responsibility: by Kai-Fu Lee.

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