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@@ -13,7 +13,7 @@ task_categories:
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  ---
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  # CASTELLA CLAP features
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- This repository contains audio and text features of CASTELLA dataset extracted by CLAP.
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  - Using these features, we can reproduce the audio moments retrieval using CASTELLA, which is used in [lighthouse](https://github.com/line/lighthouse).
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  - Please also check [demo page](https://h-munakata.github.io/CASTELLA-demo/).
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@@ -49,7 +49,7 @@ tar -zxvf clap_text.tar.gz -C {LIGHTHOUSE_PATH}/features/castella/clap_text
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  @article{munakata2025castella,
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  title={CASTELLA: Long Audio Dataset with Captions and Temporal Boundaries},
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  author={Munakata, Hokuto and Takehiro, Imamura and Nishimura, Taichi and Komatsu, Tatsuya},
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- journal={arXiv preprint arXiv:xxxx.xxxx},
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  year={2025},
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  }
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  ```
 
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  # CASTELLA CLAP features
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+ This repository contains audio and text features of [CASTELLA dataset](https://arxiv.org/abs/2511.15131) extracted by CLAP.
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  - Using these features, we can reproduce the audio moments retrieval using CASTELLA, which is used in [lighthouse](https://github.com/line/lighthouse).
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  - Please also check [demo page](https://h-munakata.github.io/CASTELLA-demo/).
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  @article{munakata2025castella,
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  title={CASTELLA: Long Audio Dataset with Captions and Temporal Boundaries},
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  author={Munakata, Hokuto and Takehiro, Imamura and Nishimura, Taichi and Komatsu, Tatsuya},
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+ journal={arXiv preprint arXiv:2511.15131},
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  year={2025},
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  }
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  ```