Title :
Generalized Spherical Array Beamforming for Binaural Speech Reproduction
Author :
Shabtai, Noam R. ; Rafaely, Boaz
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
Microphone arrays are used in speech signal processing applications such as teleconferencing and telepresence, in order to enhance a desired speech signal in the presence of speech signals from other speakers, reverberation and background noise. These arrays usually provide a single-channel output, so that no spatial information is available in the output signal. However, spatial information on the sound sources may increase the intelligibility of a speech signal perceived by a human listener. This work presents a mathematical framework for generalized spherical array beamforming that in addition to suppressing noise and reverberation, is aiming to preserve spatial information on the sources in the recording venue. The generalized beamforming, formulated in the spherical harmonics domain, is based on binaural sound reproduction where the head-related transfer functions are incorporated into a headphones presentation. The performance of the proposed generalized beamformer is compared to that of a single-channel output maximum-directivity beamformer. Listening tests with human subjects show that when the generalized beamformer is used the intelligibility is improved at low input SNRs.
Keywords :
array signal processing; microphone arrays; signal denoising; speech processing; transfer functions; background noise; binaural speech reproduction; generalized spherical array beamforming; head-related transfer functions; headphones presentation; human listener; mathematical framework; microphone arrays; noise suppression; recording venue; reverberation; single-channel output maximum-directivity beamformer; sound sources; speech signal processing applications; spherical harmonics domain; teleconferencing; telepresence; Array signal processing; Arrays; Ear; Harmonic analysis; Microphones; Speech; Speech processing; Array processing; beamforming; binaural sound reproduction; spatial release from masking; speech intelligibility; spherical harmonics; spherical microphone arrays;
Journal_Title :
Audio, Speech, and Language Processing, IEEE/ACM Transactions on
DOI :
10.1109/TASLP.2013.2290499