Tsik Chung Wai Benjamin. / Thesis (M.Phil.)--Chinese University of Hong Kong, 1994. / Includes bibliographical references (leaves 67-70). / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Automatic Speech Recognition --- p.1 / Chapter 1.2 --- Cantonese Speech Recognition --- p.3 / Chapter 1.3 --- Neural Networks --- p.4 / Chapter 1.4 --- About this Thesis --- p.5 / Chapter 2 --- The Phonology of Cantonese --- p.6 / Chapter 2.1 --- The Syllabic Structure of Cantonese Syllable --- p.7 / Chapter 2.2 --- The Tone System of Cantonese --- p.9 / Chapter 3 --- Review of Automatic Speech Recognition Systems --- p.12 / Chapter 3.1 --- Hidden Markov Model Approach --- p.12 / Chapter 3.2 --- Neural Networks Approach --- p.13 / Chapter 3.2.1 --- Multi-Layer Perceptrons (MLP) --- p.13 / Chapter 3.2.2 --- Time-Delay Neural Networks (TDNN) --- p.15 / Chapter 3.2.3 --- Recurrent Neural Networks --- p.17 / Chapter 3.3 --- Integrated Approach --- p.18 / Chapter 3.4 --- Mandarin and Cantonese Speech Recognition Systems --- p.19 / Chapter 4 --- The Speech Corpus and Database --- p.21 / Chapter 4.1 --- Design of the Speech Corpus --- p.21 / Chapter 4.2 --- Speech Database Acquisition --- p.23 / Chapter 5 --- Feature Parameters Extraction --- p.24 / Chapter 5.1 --- Endpoint Detection --- p.25 / Chapter 5.2 --- Speech Processing --- p.26 / Chapter 5.3 --- Speech Segmentation --- p.27 / Chapter 5.4 --- Phoneme Feature Extraction --- p.29 / Chapter 5.5 --- Tone Feature Extraction --- p.30 / Chapter 6 --- The Design of the System --- p.33 / Chapter 6.1 --- Towards Large Vocabulary System --- p.34 / Chapter 6.2 --- Overview of the Isolated Cantonese Syllable Recognition System --- p.36 / Chapter 6.3 --- The Primary Level: Phoneme Classifiers and Tone Classifier --- p.38 / Chapter 6.4 --- The Intermediate Level: Ending Corrector --- p.42 / Chapter 6.5 --- The Secondary Level: Syllable Classifier --- p.43 / Chapter 6.5.1 --- Concatenation with Correction Approach --- p.44 / Chapter 6.5.2 --- Fuzzy ART Approach --- p.45 / Chapter 7 --- Computer Simulation --- p.49 / Chapter 7.1 --- Experimental Conditions --- p.49 / Chapter 7.2 --- Experimental Results of the Primary Level Classifiers --- p.50 / Chapter 7.3 --- Overall Performance of the System --- p.57 / Chapter 7.4 --- Discussions --- p.61 / Chapter 8 --- Further Works --- p.62 / Chapter 8.1 --- Enhancement on Speech Segmentation --- p.62 / Chapter 8.2 --- Towards Speaker-Independent System --- p.63 / Chapter 8.3 --- Towards Speech-to-Text System --- p.64 / Chapter 9 --- Conclusions --- p.65 / Bibliography --- p.67 / Appendix A. Cantonese Syllable Full Set List --- p.71
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_318090 |
| Date | January 1994 |
| Contributors | Tsik, Chung Wai Benjamin., Chinese University of Hong Kong Graduate School. Division of Computer Science. |
| Publisher | Chinese University of Hong Kong |
| Source Sets | The Chinese University of Hong Kong |
| Language | English |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, v, 85 leaves : ill. ; 30 cm. |
| Rights | Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
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