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--- |
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language: |
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- en |
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tags: |
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- huggingartists |
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- lyrics |
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--- |
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# Dataset Card for "huggingartists/madonna" |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [How to use](#how-to-use) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [About](#about) |
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## Dataset Description |
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- **Homepage:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists) |
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- **Repository:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists) |
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- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Size of the generated dataset:** 1.986277 MB |
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<div class="inline-flex flex-col" style="line-height: 1.5;"> |
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<div class="flex"> |
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<div style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://images.genius.com/5cad1fbda7135f40c49ea35ad60ba4f5.215x215x1.png')"> |
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</div> |
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</div> |
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<a href="https://huggingface.co/huggingartists/madonna"> |
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<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div> |
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</a> |
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<div style="text-align: center; font-size: 16px; font-weight: 800">Madonna</div> |
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<a href="https://genius.com/artists/madonna"> |
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<div style="text-align: center; font-size: 14px;">@madonna</div> |
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</a> |
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</div> |
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### Dataset Summary |
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The Lyrics dataset parsed from Genius. This dataset is designed to generate lyrics with HuggingArtists. |
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Model is available [here](https://huggingface.co/huggingartists/madonna). |
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### Supported Tasks and Leaderboards |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Languages |
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en |
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## How to use |
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How to load this dataset directly with the datasets library: |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("huggingartists/madonna") |
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``` |
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## Dataset Structure |
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An example of 'train' looks as follows. |
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``` |
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This example was too long and was cropped: |
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{ |
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"text": "Look, I was gonna go easy on you\nNot to hurt your feelings\nBut I'm only going to get this one chance\nSomething's wrong, I can feel it..." |
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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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- `text`: a `string` feature. |
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### Data Splits |
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| train |validation|test| |
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|------:|---------:|---:| |
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|1260| -| -| |
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'Train' can be easily divided into 'train' & 'validation' & 'test' with few lines of code: |
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```python |
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from datasets import load_dataset, Dataset, DatasetDict |
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import numpy as np |
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datasets = load_dataset("huggingartists/madonna") |
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train_percentage = 0.9 |
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validation_percentage = 0.07 |
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test_percentage = 0.03 |
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train, validation, test = np.split(datasets['train']['text'], [int(len(datasets['train']['text'])*train_percentage), int(len(datasets['train']['text'])*(train_percentage + validation_percentage))]) |
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datasets = DatasetDict( |
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{ |
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'train': Dataset.from_dict({'text': list(train)}), |
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'validation': Dataset.from_dict({'text': list(validation)}), |
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'test': Dataset.from_dict({'text': list(test)}) |
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} |
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) |
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``` |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Annotations |
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#### Annotation process |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the annotators? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Personal and Sensitive Information |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Discussion of Biases |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Other Known Limitations |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Licensing Information |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Citation Information |
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``` |
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@InProceedings{huggingartists, |
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author={Aleksey Korshuk} |
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year=2021 |
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} |
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``` |
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## About |
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*Built by Aleksey Korshuk* |
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[](https://github.com/AlekseyKorshuk) |
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[](https://twitter.com/intent/follow?screen_name=alekseykorshuk) |
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[](https://t.me/joinchat/_CQ04KjcJ-4yZTky) |
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For more details, visit the project repository. |
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[](https://github.com/AlekseyKorshuk/huggingartists) |
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