NELS - Never-Ending Learner of Sounds

I Crawl, I Hear, I Learn

Datasets


1. UrbanSound8K: A Taxonomy for Urban Sounds

2. ESC-50: Dataset for Environmental Sound Classification

3. TUT Sound Events 2016: DCASE Task 3 Sound Event Detection in Real Life Recordings

4. AudioSet: A large-scale dataset of manually annotated audio events

Toolkits

1. Pafy- Library for retrieving YouTube content and metadata

2. Librosa - Library for audio and music analysis

3. Libsvm - Library for Support Vector Machines

4. Sqlite - SQL database engine

5. Theano - Library to optimize mathematical functions

6. Keras: Deep Learning library


Carnegie Mellon University

© 2018: Never-Ending Learner of Sounds