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@@ -74,7 +74,7 @@ The lyrics have been revised according to the newly compiled [annotation guideli
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  The audio is identical to the JamendoLyrics dataset.
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  💥 **New:** The dataset now has **line-level timings**.
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- They were added in the paper 📄 **Exploiting Music Source Separation for Automatic Lyrics Transcription with Whisper** by
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  J. Syed, I. Meresman-Higgs, O. Cífka, and M. Sandler, presented at the [2025 ICME Workshop AI for Music](https://ai4musicians.org/2025icme.html).
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  > [!note]
@@ -164,7 +164,6 @@ For the line-level timings, please cite the [ICME workshop paper](https://arxiv.
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  booktitle = {2025 {IEEE} International Conference on Multimedia and Expo Workshops (ICMEW)},
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  publisher = {IEEE},
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  year = {2025},
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- note = {to appear}
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  }
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  ```
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  The audio is identical to the JamendoLyrics dataset.
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  💥 **New:** The dataset now has **line-level timings**.
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+ They were added in the paper 📄 [**Exploiting Music Source Separation for Automatic Lyrics Transcription with Whisper**](https://arxiv.org/abs/2506.15514) by
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  J. Syed, I. Meresman-Higgs, O. Cífka, and M. Sandler, presented at the [2025 ICME Workshop AI for Music](https://ai4musicians.org/2025icme.html).
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  > [!note]
 
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  booktitle = {2025 {IEEE} International Conference on Multimedia and Expo Workshops (ICMEW)},
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  publisher = {IEEE},
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  year = {2025},
 
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  }
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  ```
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