Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting A Calibrated External Microphone Array

Recently, a relative transfer function (RTF) vector-based method has been proposed to estimate the direction of arrival (DOA) of a target speaker for a binaural hearing aid setup, assuming the availability of external microphones. This method exploits the external microphones to estimate the RTF vector corresponding to the binaural hearing aid and constructs a one-dimensional spatial spectrum by comparing the estimated RTF vector against a database of anechoic prototype RTF vectors for several directions. In this paper, we assume the availability of a calibrated array of external microphones, which is characterized by a second database of anechoic prototype RTF vectors. We propose a method where the external microphones are not only exploited for RTF vector estimation but also assist in estimating the DOA of the target speaker. Based on the estimated RTF vector for all microphones and the prototype RTF databases of the binaural hearing aid and the external microphone array, a two-dimensional spatial spectrum is constructed from which the DOA is estimated. Experimental results for a reverberant environment with diffuse-like noise show that assisted DOA estimation outperforms DOA estimation where the prototype database characterizing the external microphone array is not used.