---
pretty_name: Neural Watermarking Clips
tags:
- audio
- music
- environmental-sound
task_categories:
- audio-classification
dataset_info:
  features:
  - name: audio
    dtype: audio
  splits:
  - name: train
    num_bytes: 26424210009
    num_examples: 31283
  download_size: 32731834529
  dataset_size: 26424210009
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---

# Neural Watermarking Clips

## Summary

This dataset contains 31 284 short audio clips collected as an unlabeled corpus for neural audio watermarking experiments. The clips cover environmental sounds, bird vocalizations, polyphonic music with predominant instruments and synthetic but realistic jazz drums and ragtime style piano.

Source folders and file counts

- ARCA23K.audio 13 470 clips
- ff101bird 7 690 clips
- IRMAS training 6 706 clips
- WaivOps ragtime piano 1 743 clips
- WaivOps jazz drums 1 675 clips

Users should check the original datasets for labels and exact licensing conditions and ensure that any use of this combined corpus follows those licenses.