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  * **Paper (ISMIR 2024):** https://www.arxiv.org/abs/2408.06370
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  * **Extended abstract (ISMIR 2023 LBD):** https://arxiv.org/abs/2311.13987
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- JamALT is a revision of the [JamendoLyrics](https://github.com/f90/jamendolyrics) dataset (80 songs in 4 languages), adapted for use as an automatic lyrics transcription (ALT) benchmark.
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  The lyrics have been revised according to the newly compiled [annotation guidelines](GUIDELINES.md), which include rules about spelling, punctuation, and formatting.
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  The audio is identical to the JamendoLyrics dataset.
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  However, only 79 songs are included, as one of the 20 French songs (`La_Fin_des_Temps_-_BuzzBonBon`) has been removed due to concerns about potentially harmful content.
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- **Note:** The dataset is not time-aligned as it does not easily map to the timestamps from JamendoLyrics. To evaluate automatic lyrics alignment (ALA), please use JamendoLyrics directly.
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  See the [project website](https://audioshake.github.io/jam-alt/) for details.
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  * **Paper (ISMIR 2024):** https://www.arxiv.org/abs/2408.06370
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  * **Extended abstract (ISMIR 2023 LBD):** https://arxiv.org/abs/2311.13987
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+ JamALT is a revision of the [**JamendoLyrics**](https://github.com/f90/jamendolyrics) dataset (80 songs in 4 languages), adapted for use as an **automatic lyrics transcription** (**ALT**) benchmark.
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  The lyrics have been revised according to the newly compiled [annotation guidelines](GUIDELINES.md), which include rules about spelling, punctuation, and formatting.
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  The audio is identical to the JamendoLyrics dataset.
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  However, only 79 songs are included, as one of the 20 French songs (`La_Fin_des_Temps_-_BuzzBonBon`) has been removed due to concerns about potentially harmful content.
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+ **Note:** The dataset is not time-aligned as it does not easily map to the timestamps from JamendoLyrics. To evaluate **automatic lyrics alignment** (**ALA**), please use [JamendoLyrics](https://github.com/f90/jamendolyrics) directly.
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  See the [project website](https://audioshake.github.io/jam-alt/) for details.
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