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
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;
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
DOI :
10.1109/ICME.2004.1394273
