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README.md
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num_examples: 54747
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download_size: 5358057252
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dataset_size: 64093515778.0
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---
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# Dataset Card for
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num_examples: 54747
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download_size: 5358057252
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dataset_size: 64093515778.0
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size_categories:
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- 100K<n<1M
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license: cc0-1.0
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task_categories:
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- automatic-speech-recognition
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- text-to-speech
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language:
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- da
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pretty_name: NST-da
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---
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# Dataset Card for NST-da
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## Dataset Description
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- **Repository:** <https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-55/>
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- **Point of Contact:** [Dan Saattrup Nielsen](mailto:[email protected])
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- **Size of downloaded dataset files:** 5.36 GB
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- **Size of the generated dataset:** 64.09 GB
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- **Total amount of disk used:** 69.45 GB
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### Dataset Summary
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This dataset is an upload of the [NST Danish ASR Database (16 kHz) – reorganized](https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-55/).
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The training and test splits are the original ones.
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### Supported Tasks and Leaderboards
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Training automatic speech recognition is the intended task for this dataset. No leaderboard is active at this point.
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### Languages
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The dataset is available in Danish (`da`).
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## Dataset Structure
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### Data Instances
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- **Size of downloaded dataset files:** 5.36 GB
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- **Size of the generated dataset:** 64.09 GB
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- **Total amount of disk used:** 69.45 GB
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An example from the dataset looks as follows.
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```
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{
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'audio': {
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'path': 'dk14x404-05072000-1531_u0008121.wav',
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'array': array([ 0.00265503, 0.00248718, 0.00253296, ..., -0.00030518,
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-0.00035095, -0.00064087]),
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'sampling_rate': 16000
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},
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'text': 'Desuden er der en svømmeprøve, en fremmedsprogstest samt en afsluttende samtale.',
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'speaker_id': 404,
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'age': 24,
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'sex': 'Female',
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'dialect': 'Storkøbenhavn',
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'recording_datetime': '2000-07-05T15:31:14'
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}
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```
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### Data Fields
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The data fields are the same among all splits.
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- `audio`: an `Audio` feature.
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- `text`: a `string` feature.
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- `speaker_id`: an `int64` feature.
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- `age`: an `int64` feature.
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- `sex`: a `string` feature.
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- `dialect`: a `string` feature.
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- `recording_datetime`: a `string` feature.
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### Dataset Statistics
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There are 183,205 samples in the training split, and 54,747 samples in the test split.
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#### Speakers
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There are 539 unique speakers in the training dataset and 56 unique speakers in the test dataset, where 54 of them are also present in the training set.
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#### Age Distribution
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![nst-da-age-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/iNMmVXXda7LtzgZEHe1eq.png)
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#### Dialect Distribution
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![nst-da-dialect-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/sckW27xYUz8apMwbLebvD.png)
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#### Sex Distribution
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![nst-da-sex-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/8Q7ZunYaLQ3laOc7yQvI8.png)
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#### Transcription Length Distribution
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![nst-da-length-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/W_LA2nydEZuEeK_Z_x2LE.png)
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## Dataset Creation
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### Curation Rationale
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There are not many large-scale ASR datasets in Danish.
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### Source Data
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The data originates from the now bankrupt company Nordisk språkteknologi (NST), whose data was transferred to the National Library of Norway, who subsequently released it into the public domain.
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## Additional Information
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### Dataset Curators
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[Dan Saattrup Nielsen](https://saattrupdan.github.io/) from the [The Alexandra
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Institute](https://alexandra.dk/) reorganised the dataset and uploaded it to the Hugging Face Hub.
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### Licensing Information
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The dataset is licensed under the [CC0
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license](https://creativecommons.org/share-your-work/public-domain/cc0/).
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