Compute an Audio Signature from MFCC Features
Use MFC coefficients to build a distance matrix from an audio signal.
In[1]:=
a = Audio["http://exampledata.wolfram.com/bach.mp3"]
In[2]:=
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Compute the MFCC features.
In[3]:=
mfcc = AudioLocalMeasurements[AudioResample[a, 11025], "MFCC",
PartitionGranularity -> {.5, .25}]["Values"];
Plot the resulting distance matrix.
In[4]:=
MatrixPlot[DistanceMatrix[mfcc],
DataRange -> {{0, QuantityMagnitude[Duration@a, "s"]}, {0,
QuantityMagnitude[Duration@a, "s"]}},
PlotLabel -> "Distance Matrix", FrameTicks -> {Automatic, Automatic}]
In[5]:=
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