Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
text
Sub-tasks:
language-modeling
Size:
1K - 10K
ArXiv:
License:
Commit
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---
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annotations_creators: []
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language: []
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language_creators: []
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license:
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- cc
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multilinguality:
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- other-music
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pretty_name: Mutopia Guitar Dataset
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size_categories:
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- 1K<n<10K
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source_datasets: []
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task_categories:
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- text-generation
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task_ids:
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- language-modeling
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---
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# Mutopia Guitar Dataset
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## Table of Contents
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- [Dataset Card Creation Guide](#dataset-card-creation-guide)
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- [Table of Contents](#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](#supported-tasks-and-leaderboards)
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## Dataset Description
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- **Homepage:** Scraped from [Mutopia Project](https://www.mutopiaproject.org/) guitar section.
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- **Repository:** I primarily use the implementation created by [Dr. Tristan Behrens](https://www.linkedin.com/in/dr-tristan-behrens-734967a2/) [MMM: Exploring Conditional Multi-Track Music Generation with the Transformer and the Johann Sebastian Bach Chorales Dataset](https://github.com/AI-Guru/MMM-JSB) with a few modifications.
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- **Paper:** I encoded the guitar pieces using the [MMM: Exploring Conditional Multi-Track Music Generation with the Transformer](https://arxiv.org/abs/2008.06048)
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- **Point of Contact:** [Juan Carlos Piñeros](https://www.linkedin.com/in/juancarlospinerosp/)
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### Dataset Summary
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Mutopia guitar dataset is a dataset consisting of the soloist guitar pieces of the Mutopia Project. I encoded the MIDI files into text tokens using the excelent implementation of Dr. Tristan Beheren of the paper: MMM: Exploring Conditional Multi-Track Music Generation with the Transformer (with a few adaptations).
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The dataset mainly contains guitar music of the western classical composer, such as Sor, Aguado, Carcassi, Giuliani, among other.
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### Supported Tasks and Leaderboards
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Symbolic music generation using Transformers.
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