Holdings: Acoustic modeling for emotion recognition

Acoustic modeling for emotion recognition:

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Bibliographic Details
Main Author:	Anne, Koteswara Rao (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham [u.a.] Springer 2015
Series:	SpringerBriefs in electrical and computer engineering : SpringerBriefs in speech technology
Subjects:	Engineering Computer science Computational linguistics Acoustics Signal, Image and Speech Processing Computational Linguistics User Interfaces and Human Computer Interaction Informatik Ingenieurwissenschaften
Online Access:	BHS01 BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource (VII, 66 p. 24 illus., 17 illus. in color)
ISBN:	9783319155302
DOI:	10.1007/978-3-319-15530-2

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adam_text	ACOUSTIC MODELING FOR EMOTION RECOGNITION / ANNE, KOTESWARA RAO : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION EMOTION RECOGNITION USING PROSODIC FEATURES EMOTION RECOGNITION USING SPECTRAL FEATURES EMOTIONAL SPEECH CORPORA CLASSIFICATION MODELS COMPARATIVE ANALYSIS OF CLASSIFIERS IN EMOTION RECOGNITION SUMMARY AND CONCLUSIONS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. ACOUSTIC MODELING FOR EMOTION RECOGNITION / ANNE, KOTESWARA RAO : 2015 ABSTRACT / INHALTSTEXT THIS BOOK PRESENTS STATE OF ART RESEARCH IN SPEECH EMOTION RECOGNITION. READERS ARE FIRST PRESENTED WITH BASIC RESEARCH AND APPLICATIONS – GRADUALLY MORE ADVANCE INFORMATION IS PROVIDED, GIVING READERS COMPREHENSIVE GUIDANCE FOR CLASSIFY EMOTIONS THROUGH SPEECH. SIMULATED DATABASES ARE USED AND RESULTS EXTENSIVELY COMPARED, WITH THE FEATURES AND THE ALGORITHMS IMPLEMENTED USING MATLAB. VARIOUS EMOTION RECOGNITION MODELS LIKE LINEAR DISCRIMINANT ANALYSIS (LDA), REGULARIZED DISCRIMINANT ANALYSIS (RDA), SUPPORT VECTOR MACHINES (SVM) AND K-NEAREST NEIGHBOR (KNN) AND ARE EXPLORED IN DETAIL USING PROSODY AND SPECTRAL FEATURES, AND FEATURE FUSION TECHNIQUES DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Anne, Koteswara Rao
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dewey-tens	620 - Engineering and allied operations
discipline	Elektrotechnik / Elektronik / Nachrichtentechnik
doi_str_mv	10.1007/978-3-319-15530-2
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indexdate	2025-02-20T06:51:25Z
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isbn	9783319155302
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physical	1 Online-Ressource (VII, 66 p. 24 illus., 17 illus. in color)
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record_format	marc
series2	SpringerBriefs in electrical and computer engineering : SpringerBriefs in speech technology
spellingShingle	Anne, Koteswara Rao Acoustic modeling for emotion recognition Engineering Computer science Computational linguistics Acoustics Signal, Image and Speech Processing Computational Linguistics User Interfaces and Human Computer Interaction Informatik Ingenieurwissenschaften
title	Acoustic modeling for emotion recognition
title_auth	Acoustic modeling for emotion recognition
title_exact_search	Acoustic modeling for emotion recognition
title_full	Acoustic modeling for emotion recognition Koteswara Rao Anne ; Swarna Kuchibhotla ; Hima Deepthi Vankayalapati
title_fullStr	Acoustic modeling for emotion recognition Koteswara Rao Anne ; Swarna Kuchibhotla ; Hima Deepthi Vankayalapati
title_full_unstemmed	Acoustic modeling for emotion recognition Koteswara Rao Anne ; Swarna Kuchibhotla ; Hima Deepthi Vankayalapati
title_short	Acoustic modeling for emotion recognition
title_sort	acoustic modeling for emotion recognition
topic	Engineering Computer science Computational linguistics Acoustics Signal, Image and Speech Processing Computational Linguistics User Interfaces and Human Computer Interaction Informatik Ingenieurwissenschaften
topic_facet	Engineering Computer science Computational linguistics Acoustics Signal, Image and Speech Processing Computational Linguistics User Interfaces and Human Computer Interaction Informatik Ingenieurwissenschaften
url	https://doi.org/10.1007/978-3-319-15530-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027916807&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=027916807&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT annekoteswararao acousticmodelingforemotionrecognition AT kuchibhotlaswarna acousticmodelingforemotionrecognition AT vankayalapatihimadeepthi acousticmodelingforemotionrecognition

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