7.19 kB
| --- | |
| languages: | |
| - en | |
| tags: | |
| - huggingartists | |
| - lyrics | |
| --- | |
| # Dataset Card for "huggingartists/bill-wurtz" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [How to use](#how-to-use) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [About](#about) | |
| ## Dataset Description | |
| - **Homepage:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists) | |
| - **Repository:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists) | |
| - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Size of the generated dataset:** 0.262088 MB | |
| <div class="inline-flex flex-col" style="line-height: 1.5;"> | |
| <div class="flex"> | |
| <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/0d4b35ed37091d5f6fd59806810e14ca.1000x1000x1.jpg')"> | |
| </div> | |
| </div> | |
| <a href="https://huggingface.co/huggingartists/bill-wurtz"> | |
| <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div> | |
| </a> | |
| <div style="text-align: center; font-size: 16px; font-weight: 800">Bill Wurtz</div> | |
| <a href="https://genius.com/artists/bill-wurtz"> | |
| <div style="text-align: center; font-size: 14px;">@bill-wurtz</div> | |
| </a> | |
| </div> | |
| ### Dataset Summary | |
| The Lyrics dataset parsed from Genius. This dataset is designed to generate lyrics with HuggingArtists. | |
| Model is available [here](https://huggingface.co/huggingartists/bill-wurtz). | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| en | |
| ## How to use | |
| How to load this dataset directly with the datasets library: | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset("huggingartists/bill-wurtz") | |
| ``` | |
| ## Dataset Structure | |
| An example of 'train' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "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..." | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| - `text`: a `string` feature. | |
| ### Data Splits | |
| | train |validation|test| | |
| |------:|---------:|---:| | |
| |495| -| -| | |
| 'Train' can be easily divided into 'train' & 'validation' & 'test' with few lines of code: | |
| ```python | |
| from datasets import load_dataset, Dataset, DatasetDict | |
| import numpy as np | |
| datasets = load_dataset("huggingartists/bill-wurtz") | |
| train_percentage = 0.9 | |
| validation_percentage = 0.07 | |
| test_percentage = 0.03 | |
| train, validation, test = np.split(datasets['train']['text'], [int(len(datasets['train']['text'])*train_percentage), int(len(datasets['train']['text'])*(train_percentage + validation_percentage))]) | |
| datasets = DatasetDict( | |
| { | |
| 'train': Dataset.from_dict({'text': list(train)}), | |
| 'validation': Dataset.from_dict({'text': list(validation)}), | |
| 'test': Dataset.from_dict({'text': list(test)}) | |
| } | |
| ) | |
| ``` | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Discussion of Biases | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Citation Information | |
| ``` | |
| @InProceedings{huggingartists, | |
| author={Aleksey Korshuk} | |
| year=2021 | |
| } | |
| ``` | |
| ## About | |
| *Built by Aleksey Korshuk* | |
| [](https://github.com/AlekseyKorshuk) | |
| [](https://twitter.com/intent/follow?screen_name=alekseykorshuk) | |
| [](https://t.me/joinchat/_CQ04KjcJ-4yZTky) | |
| For more details, visit the project repository. | |
| [](https://github.com/AlekseyKorshuk/huggingartists) | |