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Exploring audio datasets with Streamlit

Using the first fold of the ESC-50 dataset as an example dataset, this tool lets you explore your audio dataset.

It offers several visualization techniques, such as waveplots, MFCCs, and spectrograms. A (slightly) more detailed introduction is available at Towards Data Science.

See a screenshot below and play around with it live here.