Intelligent audio analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
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| Schriftenreihe: | Signals and communication technology
|
| Schlagworte: | |
| Online-Zugang: | FHD01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783642368066 9783642368059 |
| DOI: | 10.1007/978-3-642-36806-6 |
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| adam_text | INTELLIGENT AUDIO ANALYSIS
/ SCHULLER, BJOERN W.
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I INTRODUCTION
INTELLIGENT AUDIO ANALYSIS: A DEFINITION
MOTIVATION, AIMS, AND SOLUTIONS
STRUCTURE OF THIS BOOK
PART II INTELLIGENT AUDIO ANALYSIS METHODS
CHAIN OF PROCESSING
AUDIO DATA
AUDIO FEATURES
AUDIO RECOGNITION
AUDIO SOURCE SEPARATION: OPENBLISSART
AUDIO ENHANCEMENT AND ROBUSTNESS
PART III INTELLIGENT AUDIO ANALYSIS APPLICATIONS
APPLICATIONS IN INTELLIGENT SPEECH ANALYSIS
APPLICATIONS IN INTELLIGENT MUSIC ANALYSIS
APPLICATIONS IN INTELLIGENT SOUND ANALYSIS
PART IV CONCLUSION
DISCUSSION
VISION
OPENSMILE STANDARDISED FEATURE SETS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
INTELLIGENT AUDIO ANALYSIS
/ SCHULLER, BJOERN W.
: 2013
ABSTRACT / INHALTSTEXT
THIS BOOK PROVIDES THE READER WITH THE KNOWLEDGE NECESSARY FOR
COMPREHENSION OF THE FIELD OF INTELLIGENT AUDIO ANALYSIS. IT FIRSTLY
INTRODUCES STANDARD METHODS AND DISCUSSES THE TYPICAL INTELLIGENT AUDIO
ANALYSIS CHAIN GOING FROM AUDIO DATA TO AUDIO FEATURES TO AUDIO
RECOGNITION. FURTHER, AN INTRODUCTION TO AUDIO SOURCE SEPARATION, AND
ENHANCEMENT AND ROBUSTNESS ARE GIVEN. AFTER THE INTRODUCTORY PARTS, THE
BOOK SHOWS SEVERAL APPLICATIONS FOR THE THREE TYPES OF AUDIO: SPEECH,
MUSIC, AND GENERAL SOUND. EACH TASK IS SHORTLY INTRODUCED, FOLLOWED BY A
DESCRIPTION OF THE SPECIFIC DATA AND METHODS APPLIED, EXPERIMENTS AND
RESULTS, AND A CONCLUSION FOR THIS SPECIFIC TASK. THE BOOKS PROVIDES
BENCHMARK RESULTS AND STANDARDIZED TEST-BEDS FOR A BROADER RANGE OF
AUDIO ANALYSIS TASKS. THE MAIN FOCUS THEREBY LIES ON THE PARALLEL
ADVANCEMENT OF REALISM IN AUDIO ANALYSIS, AS TOO OFTEN TODAY’S RESULTS
ARE OVERLY OPTIMISTIC OWING TO IDEALIZED TESTING CONDITIONS, AND IT
SERVES TO STIMULATE SYNERGIES ARISING FROM TRANSFER OF METHODS AND LEADS
TO A HOLISTIC AUDIO ANALYSIS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Schuller, Björn 1975- |
| author_GND | (DE-588)131871706 |
| author_facet | Schuller, Björn 1975- |
| author_role | aut |
| author_sort | Schuller, Björn 1975- |
| author_variant | b s bs |
| building | Verbundindex |
| bvnumber | BV041089324 |
| collection | ZDB-2-ENG ZDB-30-PQE |
| ctrlnum | (OCoLC)846968838 (DE-599)BSZ381844358 |
| dewey-full | 621.382 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.382 |
| dewey-search | 621.382 |
| dewey-sort | 3621.382 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-3-642-36806-6 |
| format | Electronic eBook |
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| spellingShingle | Schuller, Björn 1975- Intelligent audio analysis Informatik Ingenieurwissenschaften Computer science Acoustics in engineering Engineering Information Retrieval (DE-588)4072803-1 gnd Musikalische Analyse (DE-588)4040814-0 gnd Signaltrennung (DE-588)4181278-5 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Signalquelle (DE-588)4181273-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Akustische Signalverarbeitung (DE-588)4283234-2 gnd Musiksignal (DE-588)4120775-0 gnd Automatische Sprachanalyse (DE-588)4129935-8 gnd Mustererkennung (DE-588)4040936-3 gnd Sprachdaten (DE-588)4312652-2 gnd Tonsignal (DE-588)4191522-7 gnd Sprachsignal (DE-588)4056494-0 gnd |
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| title | Intelligent audio analysis |
| title_auth | Intelligent audio analysis |
| title_exact_search | Intelligent audio analysis |
| title_full | Intelligent audio analysis Björn W. Schuller |
| title_fullStr | Intelligent audio analysis Björn W. Schuller |
| title_full_unstemmed | Intelligent audio analysis Björn W. Schuller |
| title_short | Intelligent audio analysis |
| title_sort | intelligent audio analysis |
| topic | Informatik Ingenieurwissenschaften Computer science Acoustics in engineering Engineering Information Retrieval (DE-588)4072803-1 gnd Musikalische Analyse (DE-588)4040814-0 gnd Signaltrennung (DE-588)4181278-5 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Signalquelle (DE-588)4181273-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Akustische Signalverarbeitung (DE-588)4283234-2 gnd Musiksignal (DE-588)4120775-0 gnd Automatische Sprachanalyse (DE-588)4129935-8 gnd Mustererkennung (DE-588)4040936-3 gnd Sprachdaten (DE-588)4312652-2 gnd Tonsignal (DE-588)4191522-7 gnd Sprachsignal (DE-588)4056494-0 gnd |
| topic_facet | Informatik Ingenieurwissenschaften Computer science Acoustics in engineering Engineering Information Retrieval Musikalische Analyse Signaltrennung Automatische Klassifikation Signalquelle Maschinelles Lernen Akustische Signalverarbeitung Musiksignal Automatische Sprachanalyse Mustererkennung Sprachdaten Tonsignal Sprachsignal |
| url | https://doi.org/10.1007/978-3-642-36806-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026065941&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=026065941&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT schullerbjorn intelligentaudioanalysis |