Acoustic Beamforming in Front of a Reflective Plane

In this paper, we consider the problem of beamforming with a planar microphone array placed in front of a wall of the room, so that the microphone array plane is perpendicular to that of the wall. While this situation is very likely to occur in a real life problem, the reflections introduced by the adjacent wall can be the cause of a serious mismatch between the actual acoustic paths and the traditionally employed free-field propagation model. We present an adaptation from the free-field to the so-called reflection-aware propagation model, that exploits an in-situ estimation of the complex and frequency-dependent wall reflectivity. Results presented in a real environment demonstrate that the proposed approach may bring significant improvements to the beamforming process compared to the free-field propagation model, as well as compared to other reflection-aware models that have been recently proposed.

[1]  Athanasios Mouchtaris,et al.  Towards wireless acoustic sensor networks for location estimation and counting of multiple speakers in real-life conditions , 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[2]  Patrick A. Naylor,et al.  Optimal beamforming as a time domain equalization problem with application to room acoustics , 2014, 2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC).

[3]  Emmanuel Vincent,et al.  Designing the Wiener post-filter for diffuse noise suppression using imaginary parts of inter-channel cross-spectra , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[4]  Rémi Gribonval,et al.  Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model , 2009, IEEE Transactions on Audio, Speech, and Language Processing.

[5]  Yue Zhang,et al.  Design of robust high-order superdirectivity for circular arrays with sensor gain and phase errors , 2017, EURASIP J. Adv. Signal Process..

[6]  Athanasios Mouchtaris,et al.  Direction of arrival estimation in front of a reflective plane using a circular microphone array , 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

[7]  Zhiyun Li,et al.  Hemispherical microphone arrays for sound capture and beamforming , 2005, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005..

[8]  Daniel Gatica-Perez,et al.  Speech Enhancement and Recognition in Meetings With an Audio–Visual Sensor Array , 2007, IEEE Transactions on Audio, Speech, and Language Processing.

[9]  D. Maniezzo,et al.  Scanning the literature , 2004, IEEE Wireless Communications.

[10]  Athanasios Mouchtaris,et al.  Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array , 2013, IEEE Transactions on Audio, Speech, and Language Processing.

[11]  Henry Cox,et al.  Robust adaptive beamforming , 2005, IEEE Trans. Acoust. Speech Signal Process..

[12]  Ivan Dokmanic,et al.  Raking the Cocktail Party , 2015, IEEE Journal of Selected Topics in Signal Processing.

[13]  Henry Cox,et al.  Practical supergain , 1986, IEEE Trans. Acoust. Speech Signal Process..

[14]  Yusuke Hioka,et al.  Estimation of sound source orientation using eigenspace of spatial correlation matrix , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[15]  Martin Vetterli,et al.  Source localization and tracking in non-convex rooms , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[16]  Alastair H. Moore,et al.  Spherical microphone array acoustic rake receivers , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[17]  Yongbin Zhang,et al.  A technique based on the equivalent source method for measuring the surface impedance and reflection coefficient of a locally reacting material , 2014 .

[18]  Cha Zhang,et al.  Turning enemies into friends: Using reflections to improve sound source localization , 2010, 2010 IEEE International Conference on Multimedia and Expo.

[19]  Jacob Benesty,et al.  Differential beamforming with circular microphone arrays , 2016 .

[20]  Jont B. Allen,et al.  Image method for efficiently simulating small‐room acoustics , 1976 .

[21]  Alessio Brutti,et al.  Environment aware estimation of the orientation of acoustic sources using a line array , 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

[22]  Joseph G. Tylka On the Calculation of Full and Partial Directivity Indices , 2015 .