Hands free continuous speech recognition in noisy environment using a four microphone array

Abstract

This paper describes advances in the use of HMM based technology for speaker independent continuous speech recognition, in noisy environment, under hands free interaction mode. For this purpose an array of four omnidirectional microphones is employed as the acquisition system. The processing of phase information in the cross-power spectrum provides the capability both of locating the talker position and of reconstructing an enhanced speech spectrum. Two enhancement techniques are described, that provide recognition improvement in the case of clean input speech as well as under different adverse conditions. The results refer to the use of a new multichannel corpus, collected in a real environment by a microphone array as well as a close-talk microphone.