gtzan_music_speech
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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 |
FeaturesDict({
'audio': Audio(shape=(None,), dtype=int64),
'audio/filename': Text(shape=(), dtype=string),
'label': ClassLabel(shape=(), dtype=int64, num_classes=2),
})
| Feature |
Class |
Shape |
Dtype |
Description |
|
FeaturesDict |
|
|
|
| audio |
Audio |
(None,) |
int64 |
|
| audio/filename |
Text |
|
string |
|
| label |
ClassLabel |
|
int64 |
|
@ONLINE {Music Speech,
author = "Tzanetakis, George",
title = "GTZAN Music/Speech Collection",
year = "1999",
url = "http://marsyas.info/index.html"
}
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Last updated 2023-01-04 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-01-04 UTC."],[],[],null,["# gtzan_music_speech\n\n\u003cbr /\u003e\n\n- **Description**:\n\nThe dataset was collected for the purposes of music/speech discrimination. The\ndataset consists of 120 tracks, each 30 seconds long. Each class (music/speech)\nhas 60 examples. The tracks are all 22050Hz Mono 16-bit audio files in .wav\nformat.\n\n- **Additional Documentation** :\n [Explore on Papers With Code\n north_east](https://paperswithcode.com/dataset/gtzan-music-speech)\n\n- **Homepage** :\n \u003chttp://marsyas.info/index.html\u003e\n\n- **Source code** :\n [`tfds.audio.gtzan_music_speech.GTZANMusicSpeech`](https://github.com/tensorflow/datasets/tree/master/tensorflow_datasets/audio/gtzan_music_speech/gtzan_music_speech.py)\n\n- **Versions**:\n\n - **`1.0.0`** (default): No release notes.\n- **Download size** : `283.29 MiB`\n\n- **Dataset size** : `424.64 MiB`\n\n- **Auto-cached**\n ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):\n No\n\n- **Splits**:\n\n| Split | Examples |\n|-----------|----------|\n| `'train'` | 128 |\n\n- **Feature structure**:\n\n FeaturesDict({\n 'audio': Audio(shape=(None,), dtype=int64),\n 'audio/filename': Text(shape=(), dtype=string),\n 'label': ClassLabel(shape=(), dtype=int64, num_classes=2),\n })\n\n- **Feature documentation**:\n\n| Feature | Class | Shape | Dtype | Description |\n|----------------|--------------|---------|--------|-------------|\n| | FeaturesDict | | | |\n| audio | Audio | (None,) | int64 | |\n| audio/filename | Text | | string | |\n| label | ClassLabel | | int64 | |\n\n- **Supervised keys** (See\n [`as_supervised` doc](https://www.tensorflow.org/datasets/api_docs/python/tfds/load#args)):\n `('audio', 'label')`\n\n- **Figure**\n ([tfds.show_examples](https://www.tensorflow.org/datasets/api_docs/python/tfds/visualization/show_examples)):\n Not supported.\n\n- **Examples**\n ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\n- **Citation**:\n\n @ONLINE {Music Speech,\n author = \"Tzanetakis, George\",\n title = \"GTZAN Music/Speech Collection\",\n year = \"1999\",\n url = \"http://marsyas.info/index.html\"\n }"]]
