AI Glossary

Domain adaptation

What does “Domain adaptation” mean?

Domain adaptation: Adapting a model trained in one data distribution to work in another.

Domain adaptation visual guide: Adapting a model trained in one data distribution to work in another.
Visual guide Open full size (new tab)

What is an example of “Domain adaptation”?

A speech recognizer trained on clean recordings is adapted to noisy call-center audio.