DocumentCode
2569706
Title
An audio recommendation system based on audio signature description scheme in MPEG-7 Audio
Author
Huang, Yao-Chang ; Shyh-Kang Jenor
Author_Institution
Graduate Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei Hsien
Volume
1
fYear
2004
fDate
30-30 June 2004
Firstpage
639
Abstract
In this paper, we propose an audio recommendation system based on audio signature in MPEG-7 Audio. The procedure of our system is as follows. First, the user assigns each song a rating value in his collected songs and the system extracts the audio signature as the music features from audio data. The system then uses LBG vector quantization approach to rate new music. Experiments show that the audio signature is a useful music feature for audio music recommendation
Keywords
audio databases; audio signal processing; multimedia computing; music; telecommunication standards; vector quantisation; LBG vector quantization-based music rating; MPEG-7 Audio; audio data; audio recommendation system; audio signature description scheme; music features extraction; user assigned song rating value; user collected songs; Data analysis; Data mining; Feature extraction; Filtering; MPEG 7 Standard; Multimedia databases; Music; Recommender systems; Timbre; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location
Taipei
Print_ISBN
0-7803-8603-5
Type
conf
DOI
10.1109/ICME.2004.1394273
Filename
1394273
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