Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Aachen
Shaker
2010
|
| Schriftenreihe: | Kommunikationsstörungen, Berichte aus Phoniatrie und Pädaudiologie
19 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | III, III, 139 S. Ill., graph. Darst. 21 cm |
| ISBN: | 9783832294946 |
Internformat
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Datensatz im Suchindex
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| adam_text | IMAGE 1
CONTENTS
1 INTRODUCTION 1
2 FUNDAMENTALS 5
2.1 VOICE PHYSIOLOGY AND PATHOLOGY 5
2.1.1 VOICE MECHANISM 5
2.1.2 PATHOLOGICAL CONDITIONS 9
2.1.3 E X A M I N A T I ON M E T H O DS A ND DIAGNOSIS 13
2.2 VIDEOLARYNGOSCOPY 17
2.2.1 VIDEOSTROBOSCOPY 18
2.2.2 HIGH-SPEED VIDEOENDOSCOPY 19
2.3 PHONOVIBROGRAPHY 23
2.3.1 IMAGE SEGMENTATION 23
2.3.2 GRAPHICAL REPRESENTATION 25
2.3.3 CLINICAL USE 28
3 M E T H O DS 31
3.1 OVERALL FRAMEWORK 31
3.2 PRE-PROCESSING 34
3.2.1 D A TA REQUIREMENTS 34
3.2.2 CYCLE DETECTION 35
3.2.3 NORMALIZATION 37
3.3 FEATURE EXTRACTION 38
3.3.1 CONVENTIONAL GLOTTAL APPROACH 39
3.3.2 P VG CYCLE CONTOURS 41
3.3.3 FEATURE AGGREGATION 45
3.3.4 F E A T U RE OVERVIEW 4G
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1007746041
DIGITALISIERT DURCH
IMAGE 2
CONTENTS
3.4 CLASSIFICATION 47
3.4.1 MACHINE LEARNING METHODS 47
3.4.2 PARAMETER OPTIMIZATION 53
3.4.3 PERFORMANCE EVALUATION 55
3.5 HARDWARE SETUP 57
4 STUDY: UNILATERAL PARESIS 59
4.1 MOTIVATION 59
4.2 CLINICAL DATA 60
4.3 APPLICATION AND OBJECTIVE ANALYSIS 60
4.3-1 FEATURE DESCRIPTIONS 61
4.3.2 CLASSIFICATION SETUP 61
4.4 SUBJECTIVE VALIDATION 65
4.5 RESULTS AND DISCUSSION 66
4.6 SUMMARY 80
5 STUDY: FUNCTIONAL DYSPHONIA 81
5.1 MOTIVATION 81
5.2 CLINICAL DATA 82
5.3 APPLICATION 83
5.3.1 FEATURE DESCRIPTIONS 83
5.3.2 CLASSIFICATION SETUP 83
5.4 RESULTS AND DISCUSSION 88
5.5 SUMMARY 97
6 MUCOSAL WAVE DETECTION 99
6.1 MOTIVATION 99
6.2 PHYSIOLOGICAL BACKGROUND 100
6.3 METHODS 101
6.3.1 DETECTION ALGORITHM 102
6.3.2 FEATURE EXTRACTION 105
6.3.3 EVALUATION 106
6.4 RESULTS AND DISCUSSION 100
6.5 SUMMARY 108
IMAGE 3
CONTENTS
7 CONCLUSION AND OUTLOOK 115
ABBREVIATIONS AND NOTATIONS 119
BIBLIOGRAPHY 123
LIST OF FIGURES 135
LIST OF TABLES 137
CURRICULUM VITAE 139
|
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| genre_facet | Hochschulschrift |
| id | DE-604.BV036850213 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:49:21Z |
| institution | BVB |
| isbn | 9783832294946 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020766192 |
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| physical | III, III, 139 S. Ill., graph. Darst. 21 cm |
| publishDate | 2010 |
| publishDateSearch | 2010 |
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| publisher | Shaker |
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| series | Kommunikationsstörungen, Berichte aus Phoniatrie und Pädaudiologie |
| series2 | Kommunikationsstörungen, Berichte aus Phoniatrie und Pädaudiologie |
| spelling | Voigt, Daniel 1979- Verfasser (DE-588)14296509X aut Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings Daniel Voigt Aachen Shaker 2010 III, III, 139 S. Ill., graph. Darst. 21 cm txt rdacontent n rdamedia nc rdacarrier Kommunikationsstörungen, Berichte aus Phoniatrie und Pädaudiologie 19 Zugl.: Erlangen-Nürnberg, Univ., Diss., 2010 Diagnostik (DE-588)4113303-1 gnd rswk-swf Stimmband (DE-588)4211854-2 gnd rswk-swf Merkmalsextraktion (DE-588)4314440-8 gnd rswk-swf Laryngoskopie (DE-588)4246666-0 gnd rswk-swf Schwingung (DE-588)4053999-4 gnd rswk-swf Bildfolgenanalyse (DE-588)4401858-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Stimmband (DE-588)4211854-2 s Schwingung (DE-588)4053999-4 s Laryngoskopie (DE-588)4246666-0 s Bildfolgenanalyse (DE-588)4401858-7 s Merkmalsextraktion (DE-588)4314440-8 s Diagnostik (DE-588)4113303-1 s DE-604 Kommunikationsstörungen, Berichte aus Phoniatrie und Pädaudiologie 19 (DE-604)BV012101616 19 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020766192&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Voigt, Daniel 1979- Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings Kommunikationsstörungen, Berichte aus Phoniatrie und Pädaudiologie Diagnostik (DE-588)4113303-1 gnd Stimmband (DE-588)4211854-2 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Laryngoskopie (DE-588)4246666-0 gnd Schwingung (DE-588)4053999-4 gnd Bildfolgenanalyse (DE-588)4401858-7 gnd |
| subject_GND | (DE-588)4113303-1 (DE-588)4211854-2 (DE-588)4314440-8 (DE-588)4246666-0 (DE-588)4053999-4 (DE-588)4401858-7 (DE-588)4113937-9 |
| title | Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings |
| title_auth | Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings |
| title_exact_search | Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings |
| title_full | Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings Daniel Voigt |
| title_fullStr | Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings Daniel Voigt |
| title_full_unstemmed | Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings Daniel Voigt |
| title_short | Objective analysis and classification of vocal fold dynamics from laryngeal high-speed recordings |
| title_sort | objective analysis and classification of vocal fold dynamics from laryngeal high speed recordings |
| topic | Diagnostik (DE-588)4113303-1 gnd Stimmband (DE-588)4211854-2 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Laryngoskopie (DE-588)4246666-0 gnd Schwingung (DE-588)4053999-4 gnd Bildfolgenanalyse (DE-588)4401858-7 gnd |
| topic_facet | Diagnostik Stimmband Merkmalsextraktion Laryngoskopie Schwingung Bildfolgenanalyse Hochschulschrift |
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| work_keys_str_mv | AT voigtdaniel objectiveanalysisandclassificationofvocalfolddynamicsfromlaryngealhighspeedrecordings |