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--- |
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license: cc-by-nc-4.0 |
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task_categories: |
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- audio-to-audio |
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language: |
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- en |
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pretty_name: Diff-SSL-G-Comp |
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size_categories: |
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- 1K<n<10K |
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extra_gated_prompt: >- |
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Terms of Access: The researcher has requested permission to use the Diff-SSL-G-Comp |
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dataset. In exchange for such permission, the researcher hereby agrees to the following |
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terms and conditions: |
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1. The researcher shall use the dataset under the CC-BY-NC license. The |
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researcher shall also conform to the usage constraints and limitations |
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listed in the Cambridge Multitrack Library。 |
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2. The authors make no representations or warranties regarding the datasets, |
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including but not limited to warranties of non-infringement or fitness for |
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a particular purpose. |
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3. The researcher accepts full responsibility for their use of the dataset and |
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shall defend and indemnify the authors of Diff-SSL-G-Comp, including their |
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employees, trustees, officers, and agents, against any and all claims arising |
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from the researcher's use of the datasets, including but not limited to the |
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researcher's use of any copies of copyrighted content that they may create |
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from the datasets. |
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4. The researcher may provide research associates and colleagues with access |
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to the datasets, provided that they first agree to be bound by these terms |
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and conditions. |
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5. The authors reserve the right to terminate the researcher's access to the |
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datasets at any time. |
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6. If the researcher is employed by a for-profit, commercial entity, the |
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researcher's employer shall also be bound by these terms and conditions, |
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and the researcher hereby represents that they are fully authorized to enter |
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into this agreement on behalf of such employer. |
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extra_gated_fields: |
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Name: text |
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Email: text |
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Affiliation: text |
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Position: text |
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Your Supervisor/manager/director: text |
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I agree to the Terms of Access: checkbox |
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--- |
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# Diff-SSL-G-Comp: Towards a Large-Scale and Diverse Dataset for Virtual Analog Modeling |
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This is the official repository 👑 for the **Diff-SSL-G-Comp** dataset. |
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## Diff-SSL-G-Comp Overview ⭐️ |
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The **Diff-SSL-G-Comp** dataset is an extensive and diverse dataset with the following features: |
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- we use *real-world* unmastered songs as input instead of noises and test signals; |
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- *175* songs are selected with diverse genres, instruments, tempos, and keys; |
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- comprehensive *220* parameter combinations are recorded, resulting in *2528* hours of data. |
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## Diff-SSL-G-Comp Dataset Structure ⛪️ |
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Diff-SSL-G-Comp is formatted using the following structure: |
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``` |
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|-- cambridge_unmastered_songs |
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| |-- 54_UnmasteredWAV.wav |
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| |-- ... |
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|-- processed_normalized |
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| |-- 54_UnmasteredWAV.wav |
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| |-- ... |
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|-- ... |
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|-- processed_ground_truth |
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| |-- threshold_-12_attack_10_release_0.1_ratio_2 |
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| | |-- 54-exported.wav |
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| | |-- ... |
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| |-- ... |
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|-- ... |
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``` |
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The raw audios are in the folder "cambridge_unmastered_songs." The normalized input audios are in the folder |
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"processed_normalized." The ground truth hardware output audios are in the folder "processed_ground_truth." |
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Note that we used annotated thresholds illustrated on the analog device instead of the digital workstation. |
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## Reference 📖 |
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If you use the Diff-SSL-G-Comp dataset, please cite the following papers: |
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```bibtex |
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@inproceedings{diffsslgcomp, |
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author={Yicheng Gu and Runsong Zhang and Lauri Juvela and Zhizheng Wu}, |
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title={Diff-SSL-G-Comp: Towards a Large-Scale and Diverse Dataset for Virtual Analog Modeling}, |
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booktitle={arXiv:2504.04589}, |
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year={2025} |
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} |
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``` |
