Introduction to automatic audio classification

• Tiago Tavares State University of Campinas

DOI: https://doi.org/10.5753/sbcm.2019.10461

Resumo

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.

Palavras-chave: Music Analysis and Synthesis, Music Information Retrieval