Title :
Music retrieval method based on filter-bank feature and earth mover´s distance
Author :
Qingmei Xiao ; Tsuge, Satoru ; Kita, Kahori
Author_Institution :
Univ. of Tokushima, Tokushima, Japan
Abstract :
In this paper, we propose a novel music retrieval method using a filter bank feature and earth mover´s distance (EMD). In the proposed method, we use MFCCs for acoustic features and EMD for a distance measurement. Evaluation experimental results show that the accuracy of the proposed method achieves 96.73%.
Keywords :
acoustic signal processing; audio signal processing; cepstral analysis; channel bank filters; information retrieval; music; probability; MFCC; acoustic features; distance measurement; earth mover distance; filter-bank feature; mel-frequency cepstral coefficients; music retrieval method; Accuracy; Bit rate; Databases; Earth; Feature extraction; Filter banks; Fingerprint recognition; earth mover´s distance; filter bank feature; music retrieval;
Conference_Titel :
Natural Computation (ICNC), 2011 Seventh International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9950-2
DOI :
10.1109/ICNC.2011.6022545
