Audio dataset
N datasets showcase how to configure and load audio datasets
Viewer • Updated • 4 • 60Note If your dataset only consists of one column with audio, you can use a simple setup: store your audio files at the root.
datasets-examples/doc-audio-2
Viewer • Updated • 4 • 57Note or in a subdirectory
datasets-examples/doc-audio-3
Viewer • Updated • 4 • 57Note Multiple formats are supported at the same time, including AIFF, FLAC, MP3, OGG and WAV.
datasets-examples/doc-audio-4
Viewer • Updated • 4 • 41Note If you have several splits, you can put your audio files into directories named accordingly. This setup currently creates an extra unwanted label column (follow the bug resolution at https://github.com/huggingface/dataset-viewer/issues/3014).
datasets-examples/doc-audio-5
Viewer • Updated • 4 • 42Note If there is additional information you'd like to include about your dataset, like the transcription, add it as a `metadata.csv` file in your repository.
datasets-examples/doc-audio-6
Viewer • Updated • 4 • 41Note You can also use a JSONL file `metadata.jsonl`.
datasets-examples/doc-audio-7
Viewer • Updated • 4 • 60Note You can also locate the audio files in a different subdirectory of the split.
datasets-examples/doc-audio-8
Viewer • Updated • 4 • 48Note For audio classification datasets, you can also use a simple setup: use directories to name the audio classes.
datasets-examples/doc-audio-9
Viewer • Updated • 4 • 34Note You can also use provide multiple splits.
datasets-examples/doc-audio-10
Viewer • Updated • 4 • 37Note You can disable this automatic behavior in the YAML configuration. If your directory names have no special meaning, set `drop_labels: true` in the README header
datasets-examples/doc-audio-11
Viewer • Updated • 4 • 34Note The WebDataset format is well suited for large scale audio datasets. It consists of TAR archives containing audio files and their metadata and is optimized for streaming.