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@@ -57,7 +57,7 @@ configs:
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  * **Project page:** https://audioshake.github.io/jam-alt/
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  * **Source code:** https://github.com/audioshake/alt-eval
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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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  ## Citation
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- When using the benchmark, please cite [our paper](https://www.arxiv.org/abs/2408.06370) as well as the original [JamendoLyrics paper](https://arxiv.org/abs/2306.07744):
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  ```bibtex
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  @misc{cifka-2024-jam-alt,
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- author = {Ond\v{r}ej C\'ifka and
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  Hendrik Schreiber and
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  Luke Miner and
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- Fabian-Robert St\"oter},
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- title = {Lyrics Transcription for Humans: A Readability-Aware Benchmark},
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  booktitle = {Proceedings of the 25th International Society for
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  Music Information Retrieval Conference},
 
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  year = 2024,
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  publisher = {ISMIR},
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- note = {to appear; preprint arXiv:2408.06370}
 
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  }
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  @inproceedings{durand-2023-contrastive,
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  author={Durand, Simon and Stoller, Daniel and Ewert, Sebastian},
 
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  * **Project page:** https://audioshake.github.io/jam-alt/
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  * **Source code:** https://github.com/audioshake/alt-eval
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+ * **Paper (ISMIR 2024):** https://arxiv.org/abs/2408.06370, https://doi.org/10.5281/zenodo.14877443
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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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  ## Citation
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+ When using the benchmark, please cite [our paper](https://doi.org/10.5281/zenodo.14877443) as well as the original [JamendoLyrics paper](https://arxiv.org/abs/2306.07744):
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  ```bibtex
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  @misc{cifka-2024-jam-alt,
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+ author = {Ondrej C{\'{\i}}fka and
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  Hendrik Schreiber and
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  Luke Miner and
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+ Fabian{-}Robert St{\"{o}}ter},
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+ title = {Lyrics Transcription for Humans: {A} Readability-Aware Benchmark},
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  booktitle = {Proceedings of the 25th International Society for
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  Music Information Retrieval Conference},
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+ pages = {737--744},
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  year = 2024,
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  publisher = {ISMIR},
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+ doi = {10.5281/ZENODO.14877443},
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+ url = {https://doi.org/10.5281/zenodo.14877443}
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  }
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  @inproceedings{durand-2023-contrastive,
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  author={Durand, Simon and Stoller, Daniel and Ewert, Sebastian},