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license: apache-2.0
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---
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# FUTGA: Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
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## News
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- [07/28] We released [**FUTGA-7B**](https://huggingface.co/JoshuaW1997/FUTGA) and **training/inference code** based on [SALMONN-7B](https://huggingface.co/tsinghua-ee/SALMONN) backbone!
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## Overview
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## Datasets
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---
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license: apache-2.0
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datasets:
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- JoshuaW1997/FUTGA
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language:
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- en
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metrics:
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- bertscore
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- bleu
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- rouge
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base_model:
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- lmsys/vicuna-7b-v1.5
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tags:
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- music
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---
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# FUTGA: Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
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## News
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- [10/02] We released [**FUTGA-Dataset**](https://huggingface.co/datasets/JoshuaW1997/FUTGA) including MusicCaps, SongDescriber, HarmonixSet, and AudioSet (train and eval).
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- [07/28] We released [**FUTGA-7B**](https://huggingface.co/JoshuaW1997/FUTGA) and **training/inference code** based on [SALMONN-7B](https://huggingface.co/tsinghua-ee/SALMONN) backbone!
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## Overview
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## Datasets
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Please visit our dataset repo [FUTGA-Dataset](https://huggingface.co/datasets/JoshuaW1997/FUTGA). We currently include MusicCaps, SongDescriber, HarmonixSet, and AudioSet (train and eval).
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## Citation
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If you use our models or datasets in your research, please cite it as follows:
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```bibtex
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@article{wu2024futga,
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title={Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation},
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author={Wu, Junda and Novack, Zachary and Namburi, Amit and Dai, Jiaheng and Dong, Hao-Wen and Xie, Zhouhang and Chen, Carol and McAuley, Julian},
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journal={arXiv preprint arXiv:2407.20445},
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year={2024}
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}
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