|
--- |
|
language: |
|
- en |
|
tags: |
|
- huggingartists |
|
- lyrics |
|
--- |
|
|
|
# Dataset Card for "huggingartists/lumen" |
|
|
|
## 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:** 0.228398 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/61558b47c4f9ca1823bf796458ea804b.722x722x1.jpg')"> |
|
</div> |
|
</div> |
|
<a href="https://huggingface.co/huggingartists/lumen"> |
|
<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">Lumen</div> |
|
<a href="https://genius.com/artists/lumen"> |
|
<div style="text-align: center; font-size: 14px;">@lumen</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/lumen). |
|
|
|
### 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/lumen") |
|
``` |
|
|
|
## 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| |
|
|------:|---------:|---:| |
|
|114| -| -| |
|
|
|
'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/lumen") |
|
|
|
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) |
|
|
