University of Victoria Courses

Extracting Information From Music Signals

Explore audio signal processing through MIR research, covering spectral analysis, pitch estimation, feature extraction, and rhythm analysis for practical applications in music technology.

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

Microcredential

Music Information Retrieval

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Explore audio signal processing, machine learning, and music retrieval systems to develop innovative music information retrieval software and critically analyze research in the field.

• Kadenze
• 96 hours
• On-Demand
• Paid 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

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