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gtzan_music_speech

  • Description:

The dataset was collected for the purposes of music/speech discrimination. The dataset consists of 120 tracks, each 30 seconds long. Each class (music/speech) has 60 examples. The tracks are all 22050Hz Mono 16-bit audio files in .wav format.

Split Examples
'train' 128
  • Feature structure:
FeaturesDict({
    'audio': Audio(shape=(None,), dtype=int64),
    'audio/filename': Text(shape=(), dtype=object),
    'label': ClassLabel(shape=(), dtype=int64, num_classes=2),
})
  • Feature documentation:
Feature Class Shape Dtype Description
FeaturesDict
audio Audio (None,) int64
audio/filename Text object
label ClassLabel int64
  • Citation:
@ONLINE {Music Speech,
    author = "Tzanetakis, George",
    title  = "GTZAN Music/Speech Collection",
    year   = "1999",
    url    = "http://marsyas.info/index.html"
}