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  The **Irish Massive ABC Notation (IrishMAN)** dataset consists of 216,284 Irish music tunes represented in the widely adopted [ABC notation](https://abcnotation.com/) format. This format utilizes ASCII text to encompass a comprehensive set of musical symbols, including pitches, rhythms, and essential structural elements such as section boundaries.
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- Curated from thesession.org and abcnotation.com, prominent platforms for sharing folk and traditional music, the dataset includes 214,122 tunes for training and 2,162 tunes for evaluation. Notably, all tunes are automatically annotated with control codes, providing valuable representations of their musical forms and structures. Additionally, a subset of the tunes (over 40K) includes chord symbols, further enhancing the dataset's potential for various applications, including melody harmonization and harmonic analysis.
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  As a comprehensive resource, the IrishMAN dataset caters to researchers in musicology and artificial intelligence, offering insights into the exploration and understanding of Irish traditional music. Furthermore, all tunes in the dataset are non-copyrighted, ensuring its ethical and legal usage for research and creative projects. However, it is important to be aware that the automatic extraction of control codes for musical forms may introduce some limitations in accuracy.
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  The **Irish Massive ABC Notation (IrishMAN)** dataset consists of 216,284 Irish music tunes represented in the widely adopted [ABC notation](https://abcnotation.com/) format. This format utilizes ASCII text to encompass a comprehensive set of musical symbols, including pitches, rhythms, and essential structural elements such as section boundaries.
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+ Curated from thesession.org and abcnotation.com, prominent platforms for sharing folk and traditional music, the dataset includes 214,122 tunes for training and 2,162 tunes for evaluation. Notably, all tunes are automatically annotated with control codes, providing valuable representations of their musical forms and structures. Additionally, a [subset](https://huggingface.co/datasets/sander-wood/irishman/blob/main/harmony.json) of the tunes (over 40K) includes chord symbols, further enhancing the dataset's potential for various applications, including melody harmonization and harmonic analysis.
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  As a comprehensive resource, the IrishMAN dataset caters to researchers in musicology and artificial intelligence, offering insights into the exploration and understanding of Irish traditional music. Furthermore, all tunes in the dataset are non-copyrighted, ensuring its ethical and legal usage for research and creative projects. However, it is important to be aware that the automatic extraction of control codes for musical forms may introduce some limitations in accuracy.
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