Time Domain Velocity Vector for Retracing the Multipath Propagation
This provides a new tool for analyzing acoustic interference and a spatial feature for machine learning in audio, though it appears incremental in method but novel in application to range estimation.
The authors tackled the problem of analyzing sound multipath propagation by proposing a simple velocity vector representation that uses active and reactive sound intensity from ambisonics recordings, enabling estimation of sound source direction-of-arrival and range, with the latter being a first-time achievement from such recordings.
We propose a conceptually and computationally simple form of sound velocity that offers a readable view of the interference between direct and indirect sound waves. Unlike most approaches in the literature, it jointly exploits both active and reactive sound intensity measurements, as typically derived from a first order ambisonics recording. This representation has a potential both as a valuable tool for directly analyzing sound multipath propagation, as well as being a new spatial feature format for machine learning algorithms in audio and acoustics. As a showcase, we demonstrate that the Direction-Of-Arrival and the range of a sound source can be estimated as a development of this approach. To the best knowledge of the authors, this is the first time that range is estimated from an ambisonics recording.