The main objective of the thesis, within the framework of a CIFRE contract with a company from Caen, SINAY, is to develop an algorithm for automatic recognition of marine mammals using passive acoustics. In particular, it is necessary to characterize the modulated signals in order to detect and interpret them automatically.