Several studies of people’s voice quality show promising results in the early detection of various types of diseases, such as Parkinson’s, Alzheimer’s or post-traumatic stress. This project aims to detect early recurrence of cancer on the vocal cords. By automatically analysing regular voice recordings by patients, relapse can be detected and thus treated earlier than is possible today.