README.md

metadata

pretty_name: Audiosnippets Cleaned
size_categories:
  - 1M<n<10M

Dataset Summary

This dataset is a processed version of mitermix/audiosnippets. The dataset contains audio snippets that have been cleaned and resampled, making it suitable for tasks like audio captioning, audio classification, or other audio-based machine learning applications.

Processing Details

• Transcriptions and broken characters were removed.
• All MP3 audio files were resampled to 16kHz for consistency.
• The accompanying JSON metadata was made consistent.
• Entries with empty captions were removed.

Dataset Structure

The dataset is divided into three configurations:

• train/: Training set
• val/: Validation set
• test/: Test set

Each configuration contains audio files organized as WebDataset tar files.

Data Format

The dataset is in WebDataset format, where each tar file contains:

• Audio files (.mp3 format)
• Caption (.json format)

Acknowledgments

Original dataset: mitermix/audiosnippets.