Chromosome classification and speech recognition using inferred Markov networks with empirical landmarks.

• Other Authors: Law, Hon Man.
• Format: Others
• Language: English
• Published: Chinese University of Hong Kong 1993
• Subjects: Markov processes; Dynamic programming; Chromosomes > Classification; Automatic speech recognition
• Online Access: http://library.cuhk.edu.hk/record=b5887802; http://repository.lib.cuhk.edu.hk/en/item/cuhk-319213

by Law Hon Man. === Thesis (M.Phil.)--Chinese University of Hong Kong, 1993. === Includes bibliographical references (leaves 67-70). === Chapter 1 --- Introduction --- p.1 === Chapter 2 --- Automated Chromosome Classification --- p.4 === Chapter 2.1 --- Procedures in Chromosome Classification --- p.6 === Chapter 2.2 --- Sample Preparation --- p.7 === Chapter 2.3 --- Low Level Processing and Measurement --- p.9 === Chapter 2.4 --- Feature Extraction --- p.11 === Chapter 2.5 --- Classification --- p.15 === Chapter 3 --- Inference of Markov Networks by Dynamic Programming --- p.17 === Chapter 3.1 --- Markov Networks --- p.18 === Chapter 3.2 --- String-to-String Correction --- p.19 === Chapter 3.3 --- String-to-Network Alignment --- p.21 === Chapter 3.4 --- Forced Landmarks in String-to-Network Alignment --- p.31 === Chapter 4 --- Landmark Finding in Markov Networks --- p.34 === Chapter 4.1 --- Landmark Finding without a priori Knowledge --- p.34 === Chapter 4.2 --- Chromosome Profile Processing --- p.37 === Chapter 4.3 --- Analysis of Chromosome Networks --- p.39 === Chapter 4.4 --- Classification Results --- p.45 === Chapter 5 --- Speech Recognition using Inferred Markov Networks --- p.48 === Chapter 5.1 --- Linear Predictive Analysis --- p.48 === Chapter 5.2 --- TIMIT Speech Database --- p.50 === Chapter 5.3 --- Feature Extraction --- p.51 === Chapter 5.4 --- Empirical Landmarks in Speech Networks --- p.52 === Chapter 5.5 --- Classification Results --- p.55 === Chapter 6 --- Conclusion --- p.57 === Chapter 6.1 --- Suggested Improvements --- p.57 === Chapter 6.2 --- Concluding remarks --- p.61 === Appendix A --- p.63 === Reference --- p.67