Open AccessIntroduction to automatic audio classification
Author(s) -
Tiago Fernandes Tavares
Publication year - 2019
Language(s) - English
Resource type - Conference proceedings
DOI - 10.5753/sbcm.2019.10461
Subject(s) - python (programming language) , computer science , audio signal processing , field (mathematics) , digital audio , multimedia , artificial intelligence , audio signal , speech recognition , speech coding , programming language , mathematics , pure mathematics
This hands-on workshop comprises essential techniques for digital signal processing and machine learning. Participants will use the Python libraries librosa and scikit-learn as support to build an automatic audio classification system. The workshop will use explorations in toy problems to approach theoretical aspects. Later, it will discuss practical issues for building a scientific applications in the field.