University of Victoria Courses

Extracting Information From Music Signals

The course introduces audio signal processing concepts motivated by examples from MIR research. More specifically students will learn about spectral analysis and time-frequency representations in general, monophonic pitch estimation, audio feature extrac…

• Kadenze
• 50 hours
• On-Demand
• Free Online Course

Machine Learning for Music Information Retrieval

An introduction to data mining through the lens of music information retrieval. Topics explored include classification (genre, mood, instrument), multi-label classification (tagging), and regression (emotion/mood).

• Kadenze
• 50 hours
• On-Demand
• $350.00

Microcredential

Music Information Retrieval

Ability to critically read, understand, and implement algorithms and systems described in research publications at the International Conference of the Society for Music Information Retrieval (ISMIR) and other peer-reviewed journals and conferences.Unders…

• Kadenze
• 96 hours
• On-Demand
• Paid Course

Music Data Mining

An introduction to data mining through the lens of music information retrieval. Topics explored include classification (genre, mood, instrument), multi-label classification (tagging), and regression (emotion/mood).

• Kadenze
• Finished
• Free Online Course