- 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 |
- Features:
FeaturesDict({
'audio': Audio(shape=(None,), dtype=tf.int64),
'audio/filename': Text(shape=(), dtype=tf.string),
'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=2),
})
Supervised keys (See
as_supervised
doc):('audio', 'label')
Citation:
@ONLINE {Music Speech,
author = "Tzanetakis, George",
title = "GTZAN Music/Speech Collection",
year = "1999",
url = "http://marsyas.info/index.html"
}
Figure (tfds.show_examples): Not supported.
Examples (tfds.as_dataframe):