| ---
|
| license: cc-by-4.0
|
| tags:
|
| - aggressive
|
| - autoaugment
|
| - contrastive
|
| - image-audio
|
| - speech
|
| - stratified-90-10
|
| - strict
|
| - tfrecord
|
| - weak-supervision
|
| ---
|
|
|
| # dataset.py
|
|
|
| ## Dataset Summary
|
|
|
| A **speech** dataset with **image audio** modality, stored in **tfrecord** format.
|
|
|
| ## Preprocessing & Augmentation
|
|
|
| - **Preprocessing**: aggressive
|
| - **Augmentation**: autoaugment
|
|
|
| ## Splits & Sampling
|
|
|
| - **Split strategy**: stratified 90 10
|
| - **Sampling**: contrastive
|
|
|
| ## Quality & Labeling
|
|
|
| - **Quality filtering**: strict
|
| - **Labeling**: weak supervision
|
|
|
| ## Files
|
|
|
| - `dataset.py` — main artifact of this repository
|
|
|
| ## License
|
|
|
| See the license field above.
|
|
|
