Note

This is a community plugin, an external project maintained by its respective author. Community plugins are not part of FiftyOne core and may change independently. Please review each plugin’s documentation and license before use.

Audio Loader

This FiftyOne plugin is a Python plugin that allows for you to load in your audio datasets as spectograms in FiftyOne!

Explore a whole new modality with FiftyOne!

Installation

fiftyone plugins download https://github.com/danielgural/audio_loader

Operators

load_audio

Loads audio files in that are saved as “.wav” files based on classification directory tree. Such as:

<dataset_dir>/
    <classA>/
        <audio1>.wav
        <audio2>.wav
        ...
    <classB>/
        <audio1>.wav
        <audio2>.wav
        ...
    ...

When loading, spectograms will be created for each audio file and saved to the output directory. For example, if input directory = output directory:

<dataset_dir>/
    <classA>/
        <audio1>.wav
        <audio2>.wav
        ...
    <classsA_spectograms>/
        <spectogram1>.png
        <spectogram2>.png
        ...
    <classB>/
        <audio1>.wav
        <audio2>.wav
        ...
    <classsB_spectograms>/
        <spectogram1>.png
        <spectogram2>.png
        ...
    ...

Additionally, frame_rate, duration, channels, sample_width, and total_frame_count will be added as fields to the sample as well!