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keunwoochoi / music-auto_tagging-keras

Music auto-tagging models and trained weights in keras/theano
MIT License
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Wrong Prediction with GTZAN Music Genre Dataset #12

Closed srinidhikrs closed 7 years ago

srinidhikrs commented 7 years ago

Hi,

I downloaded GTZAN Music genre dataset from http://marsyasweb.appspot.com/download/data_sets/?_sm_au_=i7HSSSWqdVMd13T7. I converted the GTZAN dataset from 22050hz to 12000 hz sampling rate using sox. (ex: sox inputfile.wav -b16 -r12000 out.wav) When I ran the example tagging script with audio files from GTZAN/rock directory, most of the predictions are showing it as jazz. What am I doing wrong?

regards Srinidhi

keunwoochoi commented 7 years ago

I'd recommend you to use it as a feature extractor and add a classifier on the top of it, rather than use the result as it is.