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license: cc-by-nc-4.0
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---
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license: cc-by-nc-4.0
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datasets:
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- Veucci/turkish-lyric-to-genre
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language:
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- tr
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library_name: transformers
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tags:
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- music
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---
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# Lyrics Genre Classification Model
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## Description
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The model was trained using the BERT language model on a song lyrics dataset to predict the genre of a given song based on its lyrics. This repository houses the machine learning model, which is capable of making predictions in four distinct genres: Pop, Rock, Hip-Hop and Arabesk.
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For training and test codes check out [Github page](https://github.com/Veucci/turkish-lyric-to-genre).
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## Dataset
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The model was trained on a diverse and labeled dataset of song lyrics, which contained 3172 rows. The dataset was carefully curated to include songs from a wide range of artists and genres, ensuring a comprehensive representation of Pop, Rock, Hip-Hop and Arabesk music.
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[DATASET](https://huggingface.co/datasets/Veucci/turkish-lyric-to-genre)
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## License
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This dataset is released under the Creative Commons Attribution-NonCommercial license. This means that you are not allowed to use the dataset for commercial purposes. For detailed information about the license, please refer to the [LICENSE](./LICENSE) file.
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## Contact
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If you have any questions, suggestions, or concerns regarding this dataset, please feel free to reach out to email at [efe.ozkan732@gmail.com](mailto:efe.ozkan732@gmail.com).
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I hope this model helps in your genre classification tasks and inspires further exploration of song lyrics analysis!
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