Surfboard: audio-feature extraction for modern machine learning

You can find our paper on arXiv.

Core Surfboard classes: Waveform and Barrel

At the heart of Surfboard lie two classes: the Waveform class and the Barrel class.

Feature extraction

An alternative to extracting features with the Waveform class is to use functions specifically written for that purpose, either with the vanilla approach, or with the multiprocessing approach.

Under the hood

Under the hood lies a variety of files containing functions which are imported by the Waveform class. We split the code as such for the sake of readability.

Indices and tables