diffusion-asr / README.md
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metadata
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.