Acoustic perception is considered as one of the most important factors in the comfort assessment in high-speed vehicles. The present study is focused in a research project developed by ALSTOM Transport and the Instituto de Biomecánica de Valencia (IBV) with the objective of generate a prediction model of interior noise acoustic discomfort in high-speed train passenger cars.