Music similarity and retrieval: an introduction to audio- and web-based strategies
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Springer
[2016]
|
| Schriftenreihe: | The Information Retrieval Series
36 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FRO01 HTW01 UBG01 UBM01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XX, 299 Seiten) Illustrationen |
| ISBN: | 9783662497227 |
| ISSN: | 1387-5264 |
| DOI: | 10.1007/978-3-662-49722-7 |
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Datensatz im Suchindex
| _version_ | 1804176259764191232 |
|---|---|
| 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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| author | Knees, Peter Schedl, Markus |
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| id | DE-604.BV043579124 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:29:21Z |
| 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 |
| spelling | Knees, Peter Verfasser aut Music similarity and retrieval an introduction to audio- and web-based strategies Peter Knees, Markus Schedl Berlin Springer [2016] © 2016 1 Online-Ressource (XX, 299 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier The information retrieval series volume 36 1387-5264 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 rswk-swf Ähnlichkeitsmaß (DE-588)4642050-2 gnd rswk-swf Information Retrieval (DE-588)4072803-1 gnd rswk-swf Musik (DE-588)4040802-4 s Information Retrieval (DE-588)4072803-1 s Ähnlichkeitsmaß (DE-588)4642050-2 s 1\p DE-604 Schedl, Markus Verfasser aut Erscheint auch als Druckausgabe 978-3-662-49720-3 The Information Retrieval Series 36 (DE-604)BV022292746 36 https://doi.org/10.1007/978-3-662-49722-7 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf 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 Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf 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 Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| 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 |