Head-orientation compensation with video-informed single channel speech enhancement
Soumitro Chakrabarty, Deepth Pilakeezhu, Emanuël A. P. Habets · 2016
It has been shown that human speakers do not radiate voice sound uniformly in all directions and that the radiation pattern is frequency dependent. As a consequence, the quality of the speech signal acquired by distant microphones depends on the relative orientation of the head with respect to the microphone. In this paper, a single channel speech enhancement framework is proposed that incorporates the head orientation information to compensate for the reduction in sound energy due to the relative orientation of the speaker with respect to the microphone, while attenuating the noise. In the proposed framework, the head orientation at each time instance, which can potentially be estimated using computer vision techniques, is used to compute the frequency dependent gain factor that needs to be applied to compensate for the head orientation. The computed gain is then incorporated in a single channel filter which simultaneously suppresses the noise. Based on experimental evaluations, with both simulated and measured data, we demonstrate the ability of the proposed system to improve the quality of the acquired speech signal.