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
Link To Document :
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