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machine-learningcluster-analysisfftdata-miningaudio-analysis

FFT and Music Comparison


I'm trying to play around with some music clustering algorithms, and I thought that using a feature vector consisting of basically a discretized fft (like discretize the frequencies) would be a good similarity measure. Would this even be useful? Do people know what some good audio similarity measures might be?


Solution

  • First of all, you need to decide whether you want fingerprinting (i.e. identity except for some distortion) or similarity (but not identity!) measures.

    Also have a look at MFCC, bark scales and so on. There is plenty of literature out there. Go to Amazon, and grab a dedicated book on this topic.