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