Phonetic search methods for large speech databases:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Springer
2013
|
| Schriftenreihe: | SpringerBriefs in electrical and computer engineering
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781461464891 |
| DOI: | 10.1007/978-1-4614-6489-1 |
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Datensatz im Suchindex
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| adam_text | PHONETIC SEARCH METHODS FOR LARGE SPEECH DATABASES
/ MOYAL, AMI
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
KEYWORD SPOTTING OUT OF CONTINUOUS SPEECH
INTRODUCTION
PROBLEM FORMULATION: KWS IN LARGE SPEECH DATABASES
TARGET APPLICATIONS OF KEYWORD SPOTTING
KEYWORD SPOTTING METHODS
LVCSR-BASED KWS
ACOUSTIC KWS
PHONETIC SEARCH KWS
DISCUSSION: WHY PHONETIC SEARCH?
RESPONSE TIME
KWS PERFORMANCE
KEYWORD FLEXIBILITY
PHONETIC SEARCH
THE SEARCH MECHANISM
USING PHONETIC SEARCH FOR KWS
COMPUTATIONAL COMPLEXITY ANALYSIS
SEARCH SPACE COMPLEXITY REDUCTION
OVERVIEW
COMPLEXITY REDUCTION IN PHONETIC SEARCH
ANCHOR-BASED PHONETIC SEARCH
EVALUATING PHONETIC SEARCH KWS
PERFORMANCE METRICS
EVALUATION PROCESS
EVALUATION DATABASES
EVALUATION RESULTS
EXHAUSTIVE SEARCH. - TEXTUAL BENCHMARK
KWS ON SPEECH
ANCHOR-BASED SEARCH
TEXTUAL BENCHMARK
REDUCED COMPLEXITY KWS ON SPEECH
MULTIPLE THRESHOLDS
LESSONS LEARNED FROM THE EVALUATION
SUMMARY
GLOSSARY OF ACRONYMS
REFERENCES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
PHONETIC SEARCH METHODS FOR LARGE SPEECH DATABASES
/ MOYAL, AMI
: 2013
ABSTRACT / INHALTSTEXT
“PHONETIC SEARCH METHODS FOR LARGE DATABASES” FOCUSES ON KEYWORD
SPOTTING (KWS) WITHIN LARGE SPEECH DATABASES. THE BRIEF WILL BEGIN BY
OUTLINING THE CHALLENGES ASSOCIATED WITH KEYWORD SPOTTING WITHIN LARGE
SPEECH DATABASES USING DYNAMIC KEYWORD VOCABULARIES. IT WILL THEN
CONTINUE BY HIGHLIGHTING THE VARIOUS MARKET SEGMENTS IN NEED OF KWS
SOLUTIONS, AS WELL AS, THE SPECIFIC REQUIREMENTS OF EACH MARKET SEGMENT.
THE WORK ALSO INCLUDES A DETAILED DESCRIPTION OF THE COMPLEXITY OF THE
TASK AND THE DIFFERENT METHODS THAT ARE USED, INCLUDING THE ADVANTAGES
AND DISADVANTAGES OF EACH METHOD AND AN IN-DEPTH COMPARISON. THE MAIN
FOCUS WILL BE ON THE PHONETIC SEARCH METHOD AND ITS EFFICIENT
IMPLEMENTATION. THIS WILL INCLUDE A LITERATURE REVIEW OF THE VARIOUS
METHODS USED FOR THE EFFICIENT IMPLEMENTATION OF PHONETIC SEARCH KEYWORD
SPOTTING, WITH AN EMPHASIS ON THE AUTHORS’ OWN RESEARCH WHICH ENTAILS
A COMPARATIVE ANALYSIS OF THE PHONETIC SEARCH METHOD WHICH INCLUDES
ALGORITHMIC DETAILS. THIS BRIEF IS USEFUL FOR RESEARCHERS AND DEVELOPERS
IN ACADEMIA AND INDUSTRY FROM THE FIELDS OF SPEECH PROCESSING AND SPEECH
RECOGNITION, SPECIFICALLY KEYWORD SPOTTING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
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| isbn | 9781461464891 |
| language | English |
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| spellingShingle | Phonetic search methods for large speech databases Ingenieurwissenschaften Translators (Computer programs) Computational linguistics Engineering Information Retrieval (DE-588)4072803-1 gnd Big Data (DE-588)4802620-7 gnd Automatische Spracherkennung (DE-588)4003961-4 gnd |
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| title | Phonetic search methods for large speech databases |
| title_auth | Phonetic search methods for large speech databases |
| title_exact_search | Phonetic search methods for large speech databases |
| title_full | Phonetic search methods for large speech databases Ami Moyal ... |
| title_fullStr | Phonetic search methods for large speech databases Ami Moyal ... |
| title_full_unstemmed | Phonetic search methods for large speech databases Ami Moyal ... |
| title_short | Phonetic search methods for large speech databases |
| title_sort | phonetic search methods for large speech databases |
| topic | Ingenieurwissenschaften Translators (Computer programs) Computational linguistics Engineering Information Retrieval (DE-588)4072803-1 gnd Big Data (DE-588)4802620-7 gnd Automatische Spracherkennung (DE-588)4003961-4 gnd |
| topic_facet | Ingenieurwissenschaften Translators (Computer programs) Computational linguistics Engineering Information Retrieval Big Data Automatische Spracherkennung |
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