Title :
Soundfield Imaging in the Ray Space
Author :
Markovic, Dejan ; Antonacci, F. ; Sarti, A. ; Tubaro, S.
Author_Institution :
Dipt. di Elettron., Inf. e Bioingegneria, Politec. di Milano, Milan, Italy
Abstract :
In this work we propose a general approach to acoustic scene analysis based on a novel data structure (ray-space image) that encodes the directional plenacoustic function over a line segment (Observation Window, OW). We define and describe a system for acquiring a ray-space image using a microphone array and refer to it as ray-space (or “soundfield”) camera. The method consists of acquiring the pseudo-spectra corresponding to a grid of sampling points over the OW, and remapping them onto the ray space, which parameterizes acoustic paths crossing the OW. The resulting ray-space image displays the information gathered by the sensors in such a way that the elements of the acoustic scene (sources and reflectors) will be easy to discern, recognize and extract. The key advantage of this method is that ray-space images, irrespective of the application, are generated by a common (and highly parallelizable) processing layer, and can be processed using methods coming from the extensive literature of pattern analysis. After defining the ideal ray-space image in terms of the directional plenacoustic function, we show how to acquire it using a microphone array. We also discuss resolution and aliasing issues and show two simple examples of applications of ray-space imaging.
Keywords :
audio signal processing; image processing; microphone arrays; acoustic paths; acoustic scene analysis; aliasing issues; data structure; directional plenacoustic function; line segment; microphone array; observation window; pattern analysis; processing layer; ray-space camera; ray-space image; sampling points; soundfield camera; soundfield imaging; Acoustics; Cameras; Image analysis; Image resolution; Microphones; Pattern analysis; Beam steering; microphone arrays; sound field reconstruction;
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2013.2274697