Features for Audio Classification

Four audio feature sets are evaluated in their ability to differentiate five audio classes: popular music, classical music, speech, noise and crowd noise. The feature sets include low-level signal properties, mel-frequency spectral coefficients, and two new sets based on perceptual models of hearing. The temporal behavior of the features is analyzed and… (More)