Title :
An approximate string matching algorithm for content-based music data retrieval
Author :
Liu, Chih-Chin ; Hsu, Jia-Lien ; Chen, Arbee L P
Author_Institution :
Dept. of Comput. Sci., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
An approach for content based music data retrieval is proposed. In this approach, thematic feature strings, such as melody strings, rhythm strings, and chord strings are extracted from the original music objects and treated as the meta data to represent their contents. The problem of content based music data retrieval is then transformed into the string matching problem. A new approximate string matching algorithm is also proposed which provides fault tolerance ability according to the music characteristics. To show the efficiency of the algorithm, a set of experiments are performed to compare with the agrep and the fgrep utility on both synthetic and real music data
Keywords :
content-based retrieval; fault tolerant computing; meta data; multimedia databases; music; string matching; agrep; approximate string matching algorithm; chord strings; content based music data retrieval; fault tolerance ability; fgrep utility; melody strings; meta data; music characteristics; original music objects; real music data; rhythm strings; string matching problem; thematic feature strings; Computer science; Content based retrieval; Data mining; Data structures; Databases; Fault tolerance; Information retrieval; Multiple signal classification; Music information retrieval; Query processing;
Conference_Titel :
Multimedia Computing and Systems, 1999. IEEE International Conference on
Conference_Location :
Florence
Print_ISBN :
0-7695-0253-9
DOI :
10.1109/MMCS.1999.779244