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This paper addresses the issue of generating synthetic speech in changing noise conditions. We will investigate the potential improvements that can be introduced by using a speech synthesiser that is able to modulate between a normal speech style and a speech style produced in a noisy environment according to a changing level of noise. We demonstrate that an adaptive system where the speech style is changed to suit the noise conditions maintains intelligibility and improves naturalness compared to traditional systems.