Presentations

General materials

DCASE 2023 Workshop

Spotlight presentations of our papers in the DCASE 2023 Workshop (links to YouTube DCASE channel)

Manu Harju: Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall

James Afolaranmi: Sound Event Classification with Object-Based Labels

Irene Martin Morato: Aggregate or Separate: Learning from Multi-Annotator Noisy Labels for Best Classification Performance

 

 

Presenting results the proper way

When presenting the experimental results in a paper, confidence intervals provide a good way to demonstrate  that the obtained improvement is really an improvement. Calculating confidence intervals is not that complicated, so why are they not commonly seen in our area of research? This is a small attempt to encourage our group to use.

Slides: Calculating confidence intervals