Title :
Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method
Author :
Tsai, Tsung-Han ; Wang, Yung-Tsung ; Hung, Jui Hong ; Wey, Chin-Long
Author_Institution :
Dept. of Electr. Eng., Nat. Central Univ., Chungli
Abstract :
In this paper, the content-based retrieval of audio example based on MP3 digital music archive is considered. In our proposed method, the sub-band coefficients (SBC) in a MP3 frame is used for feature extraction. Both quantization-tree indexing (QT) approach and the melody-line tracking (MLT) approach are proposed for indexing MP3 objects. Finally, a two-stage comparison method is used to measure the similarity between MP3 objects. We also employ the measurement of the similarity between query sample and database items. Evaluations on a content-based MP3 retrieval system are performed. Experimental results show that our proposed approach can achieve good performance and high accuracy
Keywords :
audio databases; content-based retrieval; database indexing; feature extraction; quantisation (signal); MP3 digital music archive; content-based retrieval; melody-line tracking; quantization-tree indexing; Content based retrieval; Data mining; Digital audio players; Feature extraction; Indexing; Information retrieval; Multimedia databases; Music information retrieval; Quantization; Spatial databases;
Conference_Titel :
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location :
Island of Kos
Print_ISBN :
0-7803-9389-9
DOI :
10.1109/ISCAS.2006.1693877