Monolingual French speakers were trained to produce two non-native vowels.
Before training, French vowels’ compactness was related to non-native production.
Training improved accuracy and stability in the production of non-native vowels.
Learning to produce non-native vowels affected the production of native vowels.
Native vowels that were similar to non-native ones drifted more.