DocumentCode :
3194469
Title :
A Tempo Analysis System for Automatic Music Accompaniment
Author :
Chen, Hua-Tsung ; Hsiao, Ming-Ho ; Tsai, Wen-Jiin ; Lee, Suh-Yin ; Yu, Jen-Yu
Author_Institution :
Nat. Chiao-Tung Univ., Hsinchu
fYear :
2007
fDate :
2-5 July 2007
Firstpage :
64
Lastpage :
67
Abstract :
This paper proposes a music accompaniment system capable of catching the tempo of music. The original signal is first reduced to a detection function revealing the pulses of music. To induce the tempo and locate beats, a Fourier analysis-based algorithm with high practicality and generality is designed that it is robust to beat strength and not restricted to specific music genres. The regularity and periodicity of music beats are extracted and even the missing beats are recovered. The performance is validated using a comprehensive testing data set, and results in both formal objective experiments and subjective listening evaluations show convincible performance. Moreover, an interactive interface is designed that users are allowed to select an instrument to accompany the music based on the obtained tempo.
Keywords :
acoustic signal processing; electronic music; multimedia systems; Fourier analysis-based algorithm; automatic music accompaniment; beat recovery; beat strength; comprehensive testing; detection function; interactive interface; multimedia systems; music beat periodicity; music beat regularity; music genres; music pulses; signal analysis; subjective listening evaluations; tempo analysis system; Algorithm design and analysis; Cepstral analysis; Data mining; Discrete wavelet transforms; Histograms; Instruments; Mel frequency cepstral coefficient; Multiple signal classification; Rhythm; Testing; Multimedia systems; Signal analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
Type :
conf
DOI :
10.1109/ICME.2007.4284587
Filename :
4284587
Link To Document :
بازگشت