DocumentCode
448903
Title
SIMAC: semantic interaction with music audio contents
Author
Herrera, Perfecto ; Bello, Juna ; Widmer, Gerhard ; Sandler, Mark ; Celma, Oscar ; Vignoli, Fabio ; Pampalk, Elias ; Cano, Pedro ; Pauws, Steffen ; Serra, Xavier
Author_Institution
Univ. Pompeu Fabra, Barcelona, Spain
fYear
2005
fDate
Nov. 30 2005-Dec. 1 2005
Firstpage
399
Lastpage
406
Abstract
The SIMAC project addresses the study and development of innovative components for a music information retrieval system. The key feature is the usage and exploitation of semantic descriptors of musical content that are automatically extracted from music audio files. These descriptors are generated in two ways: as derivations and combinations of lower-level descriptors and as generalizations induced from manually annotated databases by the intensive application of machine learning. The project aims also towards the empowering (i.e. adding value, improving effectiveness) of music consumption behaviours, especially of those that are guided by the concept of similarity.
Keywords
audio signal processing; information retrieval; learning (artificial intelligence); music; SIMAC project; innovative components; machine learning; manually annotated databases; music audio contents; music audio files; music information retrieval system; musical content; semantic descriptors; semantic interaction;
fLanguage
English
Publisher
iet
Conference_Titel
Integration of Knowledge, Semantics and Digital Media Technology, 2005. EWIMT 2005. The 2nd European Workshop on the (Ref. No. 2005/11099)
Conference_Location
London
ISSN
0537-9989
Print_ISBN
0-86341-595-4
Type
conf
Filename
1576040
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