Availability: Music similarity and retrieval | Technische Universität München

Music similarity and retrieval: an introduction to audio- and web-based strategies

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Bibliographic Details
Main Authors:	Knees, Peter (Author), Schedl, Markus (Author)
Format:	Electronic eBook
Language:	English
Published:	Berlin Springer [2016]
Series:	The Information Retrieval Series 36
Subjects:	Computer science Big data Information storage and retrieval Application software Computer Science Information Storage and Retrieval Computer Appl. in Arts and Humanities Signal, Image and Speech Processing Big Data/Analytics Informatik Musik Ähnlichkeitsmaß Information Retrieval
Links:	https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 https://doi.org/10.1007/978-3-662-49722-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028993796&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=028993796&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	1 Online-Ressource (XX, 299 Seiten) Illustrationen
ISBN:	9783662497227
ISSN:	1387-5264
DOI:	10.1007/978-3-662-49722-7

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adam_text	MUSIC SIMILARITY AND RETRIEVAL / KNEES, PETER : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS 1 INTRODUCTION TO MUSIC SIMILARITY AND RETRIEVAL 2 BASIC METHODS OF AUDIO SIGNAL PROCESSING 3 AUDIO FEATURE EXTRACTION FOR SIMILARITY MEASUREMENT 4 SEMANTIC LABELING OF MUSIC 5 CONTEXTUAL MUSIC META-DATA: COMPARISON AND SOURCES 6 CONTEXTUAL MUSIC SIMILARITY, INDEXING, AND RETRIEVAL 7 LISTENER-CENTERED DATA SOURCES AND ASPECTS: TRACES OF MUSIC INTERACTION 8 COLLABORATIVE MUSIC SIMILARITY AND RECOMMENDATION 9 APPLICATIONS 10 GRAND CHALLENGES AND OUTLOOK APPENDIX DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. MUSIC SIMILARITY AND RETRIEVAL / KNEES, PETER : 2016 ABSTRACT / INHALTSTEXT THIS BOOK PROVIDES A SUMMARY OF THE MANIFOLD AUDIO- AND WEB-BASED APPROACHES TO MUSIC INFORMATION RETRIEVAL (MIR) RESEARCH. IN CONTRAST TO OTHER BOOKS DEALING SOLELY WITH MUSIC SIGNAL PROCESSING, IT ADDRESSES ADDITIONAL CULTURAL AND LISTENER-CENTRIC ASPECTS AND THUS PROVIDES A MORE HOLISTIC VIEW. CONSEQUENTLY, THE TEXT INCLUDES METHODS OPERATING ON FEATURES EXTRACTED DIRECTLY FROM THE AUDIO SIGNAL, AS WELL AS METHODS OPERATING ON FEATURES EXTRACTED FROM CONTEXTUAL INFORMATION, EITHER THE CULTURAL CONTEXT OF MUSIC AS REPRESENTED ON THE WEB OR THE USER AND USAGE CONTEXT OF MUSIC. FOLLOWING THE PREVALENT DOCUMENT-CENTERED PARADIGM OF INFORMATION RETRIEVAL, THE BOOK ADDRESSES MODELS OF MUSIC SIMILARITY THAT EXTRACT COMPUTATIONAL FEATURES TO DESCRIBE AN ENTITY THAT REPRESENTS MUSIC ON ANY LEVEL (E.G., SONG, ALBUM, OR ARTIST), AND METHODS TO CALCULATE THE SIMILARITY BETWEEN THEM. WHILE THIS PERSPECTIVE AND THE REPRESENTATIONS DISCUSSED CANNOT DESCRIBE ALL MUSICAL DIMENSIONS, THEY ENABLE US TO EFFECTIVELY FIND MUSIC OF SIMILAR QUALITIES BY PROVIDING ABSTRACT SUMMARIZATIONS OF MUSICAL ARTIFACTS FROM DIFFERENT MODALITIES. THE TEXT AT HAND PROVIDES A COMPREHENSIVE AND ACCESSIBLE INTRODUCTION TO THE TOPICS OF MUSIC SEARCH, RETRIEVAL, AND RECOMMENDATION FROM AN ACADEMIC PERSPECTIVE. IT WILL NOT ONLY ALLOW THOSE NEW TO THE FIELD TO QUICKLY ACCESS MIR FROM AN INFORMATION RETRIEVAL POINT OF VIEW BUT ALSO RAISE AWARENESS FOR THE DEVELOPMENTS OF THE MUSIC DOMAIN WITHIN THE GREATER IR COMMUNITY. IN THIS REGARD, PART I DEALS WITH CONTENT-BASED MIR, IN PARTICULAR THE EXTRACTION OF FEATURES FROM THE MUSIC SIGNAL AND SIMILARITY CALCULATION FOR CONTENT-BASED RETRIEVAL. PART II SUBSEQUENTLY ADDRESSES MIR METHODS THAT MAKE USE OF THE DIGITALLY ACCESSIBLE CULTURAL CONTEXT OF MUSIC. PART III ADDRESSES METHODS OF COLLABORATIVE FILTERING AND USER-AWARE AND MULTI-MODAL RETRIEVAL, WHILE PART IV EXPLORES CURRENT AND FUTURE APPLICATIONS OF MUSIC RETRIEVAL AND RECOMMENDATION. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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id	DE-604.BV043579124
illustrated	Illustrated
indexdate	2024-12-20T17:39:59Z
institution	BVB
isbn	9783662497227
issn	1387-5264
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028993796
oclc_num	951068534
open_access_boolean
owner	DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634 DE-11
owner_facet	DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634 DE-11
physical	1 Online-Ressource (XX, 299 Seiten) Illustrationen
psigel	ZDB-2-SCS ZDB-2-SCS_2016
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer
record_format	marc
series	The Information Retrieval Series
series2	The information retrieval series
spellingShingle	Knees, Peter Schedl, Markus Music similarity and retrieval an introduction to audio- and web-based strategies The Information Retrieval Series Computer science Big data Information storage and retrieval Application software Computer Science Information Storage and Retrieval Computer Appl. in Arts and Humanities Signal, Image and Speech Processing Big Data/Analytics Informatik Musik (DE-588)4040802-4 gnd Ähnlichkeitsmaß (DE-588)4642050-2 gnd Information Retrieval (DE-588)4072803-1 gnd
subject_GND	(DE-588)4040802-4 (DE-588)4642050-2 (DE-588)4072803-1
title	Music similarity and retrieval an introduction to audio- and web-based strategies
title_auth	Music similarity and retrieval an introduction to audio- and web-based strategies
title_exact_search	Music similarity and retrieval an introduction to audio- and web-based strategies
title_full	Music similarity and retrieval an introduction to audio- and web-based strategies Peter Knees, Markus Schedl
title_fullStr	Music similarity and retrieval an introduction to audio- and web-based strategies Peter Knees, Markus Schedl
title_full_unstemmed	Music similarity and retrieval an introduction to audio- and web-based strategies Peter Knees, Markus Schedl
title_short	Music similarity and retrieval
title_sort	music similarity and retrieval an introduction to audio and web based strategies
title_sub	an introduction to audio- and web-based strategies
topic	Computer science Big data Information storage and retrieval Application software Computer Science Information Storage and Retrieval Computer Appl. in Arts and Humanities Signal, Image and Speech Processing Big Data/Analytics Informatik Musik (DE-588)4040802-4 gnd Ähnlichkeitsmaß (DE-588)4642050-2 gnd Information Retrieval (DE-588)4072803-1 gnd
topic_facet	Computer science Big data Information storage and retrieval Application software Computer Science Information Storage and Retrieval Computer Appl. in Arts and Humanities Signal, Image and Speech Processing Big Data/Analytics Informatik Musik Ähnlichkeitsmaß Information Retrieval
url	https://doi.org/10.1007/978-3-662-49722-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028993796&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=028993796&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV022292746
work_keys_str_mv	AT kneespeter musicsimilarityandretrievalanintroductiontoaudioandwebbasedstrategies AT schedlmarkus musicsimilarityandretrievalanintroductiontoaudioandwebbasedstrategies

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