Holdings: Language identification using spectral and prosodic features

Language identification using spectral and prosodic features:

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Bibliographic Details
Main Author:	Rao, K. Sreenivasa (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham [u.a.] Springer 2015
Series:	SpringerBriefs in electrical and computer engineering : Speech technology
Subjects:	Engineering Translators (Computer programs) Computational linguistics Signal, Image and Speech Processing Language Translation and Linguistics Computational Linguistics Ingenieurwissenschaften
Online Access:	BHS01 BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource (XI, 98 p. 21 illus., 5 illus. in color)
ISBN:	9783319171630
DOI:	10.1007/978-3-319-17163-0

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MARC


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adam_text	LANGUAGE IDENTIFICATION USING SPECTRAL AND PROSODIC FEATURES / RAO, K. SREENIVASA : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION.-LITERATURE REVIEW LANGUAGE IDENTIFICATION USING SPECTRAL FEATURES LANGUAGE IDENTIFICATION USING PROSODIC FEATURES SUMMARY AND CONCLUSIONS APPENDIX A: LPCC FEATURES APPENDIX B: MFCC FEATURES APPENDIX C: GAUSSIAN MIXTURE MODEL (GMM) DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. LANGUAGE IDENTIFICATION USING SPECTRAL AND PROSODIC FEATURES / RAO, K. SREENIVASA : 2015 ABSTRACT / INHALTSTEXT THIS BOOK DISCUSSES THE IMPACT OF SPECTRAL FEATURES EXTRACTED FROM FRAME LEVEL, GLOTTAL CLOSURE REGIONS, AND PITCH-SYNCHRONOUS ANALYSIS ON THE PERFORMANCE OF LANGUAGE IDENTIFICATION SYSTEMS. IN ADDITION TO SPECTRAL FEATURES, THE AUTHORS EXPLORE PROSODIC FEATURES SUCH AS INTONATION, RHYTHM, AND STRESS FEATURES FOR DISCRIMINATING THE LANGUAGES. THEY PRESENT HOW THE PROPOSED SPECTRAL AND PROSODIC FEATURES CAPTURE THE LANGUAGE SPECIFIC INFORMATION FROM TWO COMPLEMENTARY ASPECTS, SHOWING HOW THE DEVELOPMENT OF LANGUAGE IDENTIFICATION (LID) SYSTEM USING THE COMBINATION OF SPECTRAL AND PROSODIC FEATURES WILL ENHANCE THE ACCURACY OF IDENTIFICATION AS WELL AS IMPROVE THE ROBUSTNESS OF THE SYSTEM. THIS BOOK PROVIDES THE METHODS TO EXTRACT THE SPECTRAL AND PROSODIC FEATURES AT VARIOUS LEVELS, AND ALSO SUGGESTS THE APPROPRIATE MODELS FOR DEVELOPING ROBUST LID SYSTEMS ACCORDING TO SPECIFIC SPECTRAL AND PROSODIC FEATURES. FINALLY, THE BOOK DISCUSS ABOUT VARIOUS COMBINATIONS OF SPECTRAL AND PROSODIC FEATURES, AND THE DESIRED MODELS TO ENHANCE THE PERFORMANCE OF LID SYSTEMS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Rao, K. Sreenivasa
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series2	SpringerBriefs in electrical and computer engineering : Speech technology
spellingShingle	Rao, K. Sreenivasa Language identification using spectral and prosodic features Engineering Translators (Computer programs) Computational linguistics Signal, Image and Speech Processing Language Translation and Linguistics Computational Linguistics Ingenieurwissenschaften
title	Language identification using spectral and prosodic features
title_auth	Language identification using spectral and prosodic features
title_exact_search	Language identification using spectral and prosodic features
title_full	Language identification using spectral and prosodic features K. Sreenivasa Rao ; V. Ramu Reddy ; Sudhamay Maity
title_fullStr	Language identification using spectral and prosodic features K. Sreenivasa Rao ; V. Ramu Reddy ; Sudhamay Maity
title_full_unstemmed	Language identification using spectral and prosodic features K. Sreenivasa Rao ; V. Ramu Reddy ; Sudhamay Maity
title_short	Language identification using spectral and prosodic features
title_sort	language identification using spectral and prosodic features
topic	Engineering Translators (Computer programs) Computational linguistics Signal, Image and Speech Processing Language Translation and Linguistics Computational Linguistics Ingenieurwissenschaften
topic_facet	Engineering Translators (Computer programs) Computational linguistics Signal, Image and Speech Processing Language Translation and Linguistics Computational Linguistics Ingenieurwissenschaften
url	https://doi.org/10.1007/978-3-319-17163-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027916921&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027916921&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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