Classification of Turkish musical instruments [Türk müzi?i enstrumanlarinin siniflandirilmasi]
Abstract
In this work, Turkish musical instruments are classified with the features of mel frequency cepstral coefficients used for recognition of Western musical instruments. The performance, sensitivity and specificity ratios are calculated by finding the confusion matrices for different kernel parameters following multi-class classification performed by support vector machines. High performance reaching 97% for Ud samples and 90% in average for all samples is obtained. ©2009 IEEE.