Module 01B — Audio Data

From the physics of digital sound to AI-assisted feature extraction and clustering. The companion guide Introduction to Digital Audio in Python explains the foundations.

Prerequisites: Module 00B (Python Fundamentals)
Estimated time: ~8–12 hours

After this module you can turn audio into features and embeddings, batch-process folders of files, and cluster sounds.

Content in this module¶

• Sound as Digital Audio Data
• Understanding & Exploring Digital Audio as Data
• Using AI/ML for Feature Extraction from Musical Tracks
• Exploring Features of Musical Tracks with Python
• Imports and configuration
• From Audio Tracks to Acoustic Embeddings and Clusters