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Strategy

To differentiate between solo and non-solo music, I decided to see if could find the sparse pieces of the spectrogram. But what exactly does it mean to be sparse?  To simplify the picture a little, let's look at a couple time slices of the spectrogram during a solo period:

Frequency content of a solo time-slice

and during a non-solo period:

Frequency content of a non-solo time slice

As you can see, the frequency magnitude really stays small for most frequencies in the solo time slice.  Just look at the percentage of frequencies that are below -20 dB in the solo section versus the non-solo section.  I figured that maybe I could differentiate between solo and non-solo music by looking at each time slice and calculating the percentage of frequencies that are small.

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Christine Smit

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