DocumentCode :
2425188
Title :
Audio Indexing for Efficient Music Information Retrieval
Author :
Karydis, Ioannis ; Nanopoulos, Alexandros ; Papadopoulos, Apostolos N. ; Manolopoulos, Yannis
Author_Institution :
Aristotle University
fYear :
2005
fDate :
12-14 Jan. 2005
Firstpage :
22
Lastpage :
29
Abstract :
This paper presents an algorithm that efficiently retrieves audio data similar to an audio query. The proposed method utilises a feature extraction method for acoustical music sequences. The extracted features are grouped by Minimum Bounding Rectangles (MBRs) and indexed by means of a spatial access method. We also present a novel false alarm resolution method that utilises a reverse order schema while calculating the distance of the query and results, in order to avoid costly operations. Performance evaluation results show that the proposed technique achieves considerable performance improvement in comparison to an existing method.
Keywords :
Content based retrieval; Data engineering; Feature extraction; Indexing; Informatics; Multidimensional systems; Music information retrieval; Rhythm; Spectral analysis; Time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Modelling Conference, 2005. MMM 2005. Proceedings of the 11th International
ISSN :
1550-5502
Print_ISBN :
0-7695-2164-9
Type :
conf
DOI :
10.1109/MMMC.2005.22
Filename :
1385970
Link To Document :
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