Visualization of the multi-dimensional speech parameter space.
by Andrew Poon Ngai Ho. === Thesis (M.S.)--Chinese University of Hong Kong, 1993. === Includes bibliographical references (leaves [97-98]). === ABSTRACT === ACKNOWLEDGMENTS === Chapter 1. --- INTRODUCTION === Chapter 2. --- REPRESENTATION OP SPEECH DATA --- p.4 === Chapter 2.1 --- SAMPLE DATA REPRE...
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1993
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ndltd-cuhk.edu.hk-oai-cuhk-dr-cuhk_3191632019-02-19T03:53:35Z Visualization of the multi-dimensional speech parameter space. Speech processing systems Three-dimensional display systems Visualization by Andrew Poon Ngai Ho. Thesis (M.S.)--Chinese University of Hong Kong, 1993. Includes bibliographical references (leaves [97-98]). ABSTRACT ACKNOWLEDGMENTS Chapter 1. --- INTRODUCTION Chapter 2. --- REPRESENTATION OP SPEECH DATA --- p.4 Chapter 2.1 --- SAMPLE DATA REPRESENTATION --- p.4 Chapter 2.2 --- ANALOG LINEAR SYSTEM MODEL --- p.7 Chapter 2.3 --- DISCRETE FOURIER TRANSFORM --- p.8 Chapter 2.4 --- FILTER BAND REPRESENTATION --- p.8 Chapter 2.5 --- LINEAR PREDICTIVE CODING (LPC) --- p.10 Chapter 2.2 --- LPC CEPSTRAL COEFFICIENT --- p.13 Chapter 3. --- MULTI-DIMENSIONAL ANALYSIS --- p.18 Chapter 3.1 --- PURE GRAPHICAL TOOLS --- p.18 Chapter 3.1.1 --- MULTI-HISTOGRAM --- p.18 Chapter 3.1.2 --- STARS --- p.19 Chapter 3.1.3 --- SPIKED SCATTERPLOT --- p.19 Chapter 3.1.4 --- GLYPHS --- p.22 Chapter 3.1.5 --- BOXES --- p.22 Chapter 3.1.6 --- LIMITATIONS OF THE BASIC METHODS --- p.22 Chapter 3.1.7 --- CHERNOFF FACES --- p.26 Chapter 3.1.8 --- ANDREW'S CURVE --- p.27 Chapter 3.1.9 --- LIMITATIONS OF CHERNOFF FACES AND ANDREW'S CURVE --- p.30 Chapter 3.1.10 --- SCATTERED PLOT MATRIX --- p.30 Chapter 3.1.11 --- PARALLEL-AXIS SYSTEM --- p.32 Chapter 3.1.12 --- COMMON BASIC PITFALL --- p.33 Chapter 3.2 --- PURE PROJECTION METHODS --- p.36 Chapter 3.2.1 --- PRINCIPAL COMPONENTS ANALYSIS --- p.36 Chapter 3.2.2 --- PRINCIPLE CO-ORDINATES ANALYSIS --- p.37 Chapter 3.2.3 --- REGRESSION ANALYSIS --- p.38 Chapter 3.3 --- SLICED INVERSE REGRESSION (SIR) --- p.41 Chapter 4 --- DATA ANALYSIS --- p.50 Chapter 4.1 --- PROGRAMS AND TEST DATA --- p.50 Chapter 4.2 --- ACTUAL SPEECH DATA RESULTS --- p.63 Chapter 4.2.1 --- "SINGLE UTTERANCE OF ""4"" BY SPEAKER A ONLY" --- p.66 Chapter 4.2.2 --- "TWELVE UTTERANCES OF ""4"" BY SPEAKER A" --- p.72 Chapter 4.2.3 --- "THREE UTTERANCES PER SPEAKER OF ""4"" BY SPEAKER A, B AND C" --- p.78 Chapter 4.2.4 --- "TWO UTTERANCES PER DIGIT OF ""1"" TO ""9"" BY SPEAKER A" --- p.83 Chapter 4.2.5 --- "ONE UTTERANCE PER DIGIT PER SPEAKER OF ""1"" TO ""9"" BY SPEAKER A,B,C" --- p.86 CONCLUSION AND FURTHER WORKS --- p.93 Chapter 5.1 --- CONCLUSION --- p.93 Chapter 5.2 --- FURTHER WORKS --- p.94 REFERENCES APPENDIX I MATLAB PROGRAM LISTING FOR SIR APPENDIX 2 C PROGRAM LISTING FOR ROTATIONAL VIEW APPENDIX 3 C PROGRAM LISTING FOR LPC AND CEPSTRAL TRANSFORMS "APPENDIX 4 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR SINGLE UTTERANCE OF ""4"" BY SPEAKER A" "APPENDIX 5 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 12 UTTERANCES OF ""4"" BY SPEAKER A" "APPENDIX 6 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 5 UTTERANCES PER SPEAKER OF ""4"" BY SPEAKER A,B,C" "APPENDIX 7 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 2 UTTERANCES PER DIGIT OF DIGIT ""l"" TO ""9"" BY SPEAKER A" "APPENDIX 8 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 1UTTERANCE PER SPEAKER PER DIGIT OF ""1"" TO ""9"" BY SPEAKER A,B,C" Chinese University of Hong Kong Poon, Andrew Ngai Ho. Chinese University of Hong Kong Graduate School. Division of Information Engineering. 1993 Text bibliography print ii, [98] leaves : ill. ; 30 cm. cuhk:319163 http://library.cuhk.edu.hk/record=b5887817 eng 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/) http://repository.lib.cuhk.edu.hk/en/islandora/object/cuhk%3A319163/datastream/TN/view/Visualization%20of%20the%20multi-dimensional%20speech%20parameter%20space.jpghttp://repository.lib.cuhk.edu.hk/en/item/cuhk-319163 |
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Speech processing systems Three-dimensional display systems Visualization |
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Speech processing systems Three-dimensional display systems Visualization Visualization of the multi-dimensional speech parameter space. |
description |
by Andrew Poon Ngai Ho. === Thesis (M.S.)--Chinese University of Hong Kong, 1993. === Includes bibliographical references (leaves [97-98]). === ABSTRACT === ACKNOWLEDGMENTS === Chapter 1. --- INTRODUCTION === Chapter 2. --- REPRESENTATION OP SPEECH DATA --- p.4 === Chapter 2.1 --- SAMPLE DATA REPRESENTATION --- p.4 === Chapter 2.2 --- ANALOG LINEAR SYSTEM MODEL --- p.7 === Chapter 2.3 --- DISCRETE FOURIER TRANSFORM --- p.8 === Chapter 2.4 --- FILTER BAND REPRESENTATION --- p.8 === Chapter 2.5 --- LINEAR PREDICTIVE CODING (LPC) --- p.10 === Chapter 2.2 --- LPC CEPSTRAL COEFFICIENT --- p.13 === Chapter 3. --- MULTI-DIMENSIONAL ANALYSIS --- p.18 === Chapter 3.1 --- PURE GRAPHICAL TOOLS --- p.18 === Chapter 3.1.1 --- MULTI-HISTOGRAM --- p.18 === Chapter 3.1.2 --- STARS --- p.19 === Chapter 3.1.3 --- SPIKED SCATTERPLOT --- p.19 === Chapter 3.1.4 --- GLYPHS --- p.22 === Chapter 3.1.5 --- BOXES --- p.22 === Chapter 3.1.6 --- LIMITATIONS OF THE BASIC METHODS --- p.22 === Chapter 3.1.7 --- CHERNOFF FACES --- p.26 === Chapter 3.1.8 --- ANDREW'S CURVE --- p.27 === Chapter 3.1.9 --- LIMITATIONS OF CHERNOFF FACES AND ANDREW'S CURVE --- p.30 === Chapter 3.1.10 --- SCATTERED PLOT MATRIX --- p.30 === Chapter 3.1.11 --- PARALLEL-AXIS SYSTEM --- p.32 === Chapter 3.1.12 --- COMMON BASIC PITFALL --- p.33 === Chapter 3.2 --- PURE PROJECTION METHODS --- p.36 === Chapter 3.2.1 --- PRINCIPAL COMPONENTS ANALYSIS --- p.36 === Chapter 3.2.2 --- PRINCIPLE CO-ORDINATES ANALYSIS --- p.37 === Chapter 3.2.3 --- REGRESSION ANALYSIS --- p.38 === Chapter 3.3 --- SLICED INVERSE REGRESSION (SIR) --- p.41 === Chapter 4 --- DATA ANALYSIS --- p.50 === Chapter 4.1 --- PROGRAMS AND TEST DATA --- p.50 === Chapter 4.2 --- ACTUAL SPEECH DATA RESULTS --- p.63 === Chapter 4.2.1 --- "SINGLE UTTERANCE OF ""4"" BY SPEAKER A ONLY" --- p.66 === Chapter 4.2.2 --- "TWELVE UTTERANCES OF ""4"" BY SPEAKER A" --- p.72 === Chapter 4.2.3 --- "THREE UTTERANCES PER SPEAKER OF ""4"" BY SPEAKER A, B AND C" --- p.78 === Chapter 4.2.4 --- "TWO UTTERANCES PER DIGIT OF ""1"" TO ""9"" BY SPEAKER A" --- p.83 === Chapter 4.2.5 --- "ONE UTTERANCE PER DIGIT PER SPEAKER OF ""1"" TO ""9"" BY SPEAKER A,B,C" --- p.86 === CONCLUSION AND FURTHER WORKS --- p.93 === Chapter 5.1 --- CONCLUSION --- p.93 === Chapter 5.2 --- FURTHER WORKS --- p.94 === REFERENCES === APPENDIX I MATLAB PROGRAM LISTING FOR SIR === APPENDIX 2 C PROGRAM LISTING FOR ROTATIONAL VIEW === APPENDIX 3 C PROGRAM LISTING FOR LPC AND CEPSTRAL TRANSFORMS === "APPENDIX 4 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR SINGLE UTTERANCE OF ""4"" BY SPEAKER A" === "APPENDIX 5 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 12 UTTERANCES OF ""4"" BY SPEAKER A" === "APPENDIX 6 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 5 UTTERANCES PER SPEAKER OF ""4"" BY SPEAKER A,B,C" === "APPENDIX 7 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 2 UTTERANCES PER DIGIT OF DIGIT ""l"" TO ""9"" BY SPEAKER A" === "APPENDIX 8 ALL VIEWS, EIGENVALUES AND EIGENVECTORS FOR 1UTTERANCE PER SPEAKER PER DIGIT OF ""1"" TO ""9"" BY SPEAKER A,B,C" |
author2 |
Poon, Andrew Ngai Ho. |
author_facet |
Poon, Andrew Ngai Ho. |
title |
Visualization of the multi-dimensional speech parameter space. |
title_short |
Visualization of the multi-dimensional speech parameter space. |
title_full |
Visualization of the multi-dimensional speech parameter space. |
title_fullStr |
Visualization of the multi-dimensional speech parameter space. |
title_full_unstemmed |
Visualization of the multi-dimensional speech parameter space. |
title_sort |
visualization of the multi-dimensional speech parameter space. |
publisher |
Chinese University of Hong Kong |
publishDate |
1993 |
url |
http://library.cuhk.edu.hk/record=b5887817 http://repository.lib.cuhk.edu.hk/en/item/cuhk-319163 |
_version_ |
1718979535039365120 |