Recognize Wind Instruments from Their Sound 

Train a classifier that distinguishes between wind instruments and non-wind instruments.

In[1]:=

X windInstrument = ExampleData[{"Sound", #}] & /@ {"AltoFlute", "AltoSaxophone", "BassClarinet", "BassFlute", "Flute", "FrenchHorn", "Oboe", "SopranoSaxophone", "TenorTrombone", "Trumpet", "Tuba"}; nonwindInstrument = ExampleData[{"Sound", #}] & /@ {"Cello", "CelloPizzicato", "DoubleBass", "DoubleBassPizzicato", "OrganChord", "Viola", "Violin"};

In[2]:=

X c = Classify[<|"wind instrument" -> windInstrument, "non wind instrument" -> nonwindInstrument|>]

Out[2]=

Classify an unseen wind instrument.

In[3]:=

X clarinet = ExampleData[{"Sound", "Clarinet"}]

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In[4]:=

X c[clarinet]

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Classify an unseen non-wind instrument.

In[5]:=

X piano = ExampleData[{"Sound", "Piano"}]

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In[6]:=

X c[piano]

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