Introduction to automatic audio classification

  • Tiago Tavares State University of Campinas


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
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TAVARES, Tiago. Introduction to automatic audio classification. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO MUSICAL (SBCM), 17. , 2019, São João del-Rei. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2019 . p. 237-238. DOI: