1. A method of constructing a model for use in a text-to-speech synthesis system, said method comprising the steps of: obtaining a set of features and a first corresponding observation value from a first training speaker; obtaining said set of features and a second corresponding observation value from a second training speaker; and pooling said first and second corresponding observation values to obtain the model.