Shahrokh Yadegari

Head Related Impulse Response Interpolation and Extrapolation Using Deep Belief Networks

This paper presents a machine learning Deep Belief Network technique for interpolation and extrapolation of HRTF (Head Related Transfer Function) databases. In this technique, we decouple the stereo pair of HRTFs for each ear. Furthermore, we remove the inter-aural time differences (ITD) and distanc…