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.

• Homepage: http://marsyas.info/index.html

• Source code: tfds.audio.gtzan_music_speech.GTZANMusicSpeech

• Versions:

  • 1.0.0 (default): No release notes.

• Download size: 283.29 MiB

• Dataset size: 424.64 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'train'	128

• Feature structure:

FeaturesDict({
    'audio': Audio(shape=(None,), dtype=tf.int64),
    'audio/filename': Text(shape=(), dtype=tf.string),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=2),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
audio	Audio	(None,)	tf.int64
audio/filename	Text		tf.string
label	ClassLabel		tf.int64

• Supervised keys (See as_supervised doc): ('audio', 'label')

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe):

• Citation:

@ONLINE {Music Speech,
    author = "Tzanetakis, George",
    title  = "GTZAN Music/Speech Collection",
    year   = "1999",
    url    = "http://marsyas.info/index.html"
}