A 15 minute mini-lesson on audio classification with deep learning, originating from the 2021 DAT/Artathon. I am primarily self-taught in this area, and I first got into audio during a Kaggle competition for Sound Event Detection (SED) on natural soundscapes (BirdCLEF21).

• Introduction to audio classification (10 min).
• Colab notebook demo (5 min).
  • ESC-50 classification of environmental audio recordings.