OpenL3

OpenL3 is an open-source Python library for computing deep audio and (eventually) image embeddings.

The audio and image embedding models provided here are published as part of [1], and are based on the Look, Listen and Learn approach [2]. For details about the embedding models and how they were trained, please see:

Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings
Jason Cramer, Ho-Hsiang Wu, Justin Salamon and Juan Pablo Bello
Under review, 2018.

API Reference

Acknowledging OpenL3

Please cite the following papers when using OpenL3 in your work:

[1] Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings
Jason Cramer, Ho-Hsiang Wu, Justin Salamon and Juan Pablo Bello
Under review, 2018.

[2] Look, Listen and Learn
Relja Arandjelović and Andrew Zisserman
IEEE International Conference on Computer Vision (ICCV), Venice, Italy, Oct. 2017.

Changes

Indices and tables