DocumentCode :
2235232
Title :
Projekt Quebex: A Query by Example System for Audio Retrieval
Author :
Thoshkahna, Balaji ; Ramakrishnan, K.R.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Sci.
fYear :
2005
fDate :
6-6 July 2005
Firstpage :
265
Lastpage :
268
Abstract :
This paper describes an audio retrieval system, Quebex that works on raw audio data. The system is able to retrieve songs that are rhythmically and timbrewise similar from a database of 700 songs. A new algorithm is proposed that attempts to match two songs temporally in terms of timbre, using a simple dynamic time warping algorithm. A sieving technique is used to eliminate unlikely candidates from further processing and a ranking system among the rhythm, spectral and temporal features is used to retrieve songs. Initial results have shown great promise for the approach as it retrieves remixes and dubbed songs within the top 10 retrievals
Keywords :
audio databases; content-based retrieval; information retrieval systems; music; Projekt Quebex; QBE system; audio retrieval; dynamic time warping algorithm; query-by-example; ranking system; rhythm; sieving technique; song database; spectral feature; temporal feature; timbre; Content based retrieval; Fans; Information retrieval; Learning systems; Multimedia databases; Multimedia systems; Multiple signal classification; Music information retrieval; Search engines; Spatial databases;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2005. ICME 2005. IEEE International Conference on
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-9331-7
Type :
conf
DOI :
10.1109/ICME.2005.1521411
Filename :
1521411
Link To Document :
بازگشت