Key Determination Of Acoustic Musical Signals

A Shenoy, R Mohapatra,Y Wang

2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3(2004)

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摘要
This paper presents a novel rule-based approach for determining the key of acoustic musical signals. Knowledge of the key will enable us to derive from music knowledge the pitch class elements that a piece of music uses. Our technique is a combination of Chroma based frequency analysis and music knowledge of rhythm structure and chord change patterns followed by rule-based inference. Experimental results illustrate that 90% accuracy is achieved for key determination and we have given an explanation for the cases that have generated an incorrect key. Steps for further development are also outlined.
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关键词
frequency,multiple signal classification,knowledge based systems,pattern analysis,rule based,computational modeling,audio signal processing,signal analysis,acoustic noise,audio signals,frequency analysis,rhythm,image analysis,hidden markov models,music
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