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I was curious, how does Surfboard compare to Librosa? It looks like Surfboard is a wrapper combining feature extraction methods from Librosa and other librarie
by rrherr 6y ago
I was curious, how does Surfboard compare to Librosa?
It looks like Surfboard is a wrapper combining feature extraction methods from Librosa and other libraries, plus some of its own implementations. Is that correct?
https://github.com/novoic/surfboard/blob/master/COMPONENTS.md https://github.com/novoic/surfboard/blob/master/COMPONENTS.m...
- rlenain 6y agoHi there, Author of the paper here. Thanks for your question. I have actually already addressed this question on our reddit post, please see it: https://www.reddit.com/r/MachineLearning/comments/gqvnpv/p_surfboard_audio_feature_extraction_for_modern/ https://www.reddit.com/r/MachineLearning/comments/gqvnpv/p_s...
- rrherr 6y agoThanks, this helps! > Surfboard actually builds on LibROSA for a few of its components (e.g. MFCCs) and its functionality (e.g. loading .wav files into memory). In that sense it is the same as LibROSA for a lot of their communal functionality. > LibROSA was built to extract individual components for music analysis. The components we built into Surfboard are largely different to those in LibROSA (apart from a few). If you are interested, please read our paper and documentation to find out more!