A heuristic approach to spatial audio using consumer loudspeaker systems

A heuristic approach to spatial audio using consumer loudspeaker systems

de Groot, Dimme (TU Delft Electrical Engineering, Mathematics and Computer Science)

Martinez, Jorge (mentor)
Scharenborg, O.E. (graduation committee)
Hendriks, R.C. (graduation committee)
Noroozi, A. (graduation committee)

Delft University of Technology

Electrical Engineering

2023-06-22

The work presented in this thesis investigates the creation of virtual sound sources in a room equipped with a limited number of loudspeakers. This limited number of loudspeakers is typical for consumer loudspeaker systems. Ideally, these systems can provide a listening experience in which localisation cues are completely present. However, in current systems, this is not the case. The limited number of loudspeakers make it impractical to produce a physically accurate sound field. A possible solution is to create a perceptually accurate sound field instead. In this work, a step towards an algorithm which can do so is presented. The developed algorithm requires knowledge of the listener placement, the room, and the loudspeaker placement. Spatial weighting is used to construct a region in which the acoustic en-ergy should be large and a region in which the acoustic energy should be limited. The loudspeaker playback signals are obtained by maximising the energy ratio between these regions, while at the same time ensuring that the perceptual difference between the received audio and reference audio remains limited. The algorithm employs a convex optimisation problem to facilitate efficiently solving for the playback signals. Concretely, six convex optimisation problems are proposed with somewhat increasing complexity and different weighting matrices. For each of the optimisation problems, the proposed algorithm is compared against a simple amplitude panning algorithm and a nearest neighbour algorithm. It is found that none of the considered algorithms is clearly preferred over the others in terms of the considered evaluation metrics. A major limitation of the presented work is that the evaluation metrics do not explicitly test for localisation accuracy. In future work, this should be investigated by including subjective tests.

Spatial audio
Auditory localisation
Human hearing
Auditory masking

http://resolver.tudelft.nl/uuid:ee669571-b15a-4f0d-99cd-4c6c35acbd45

Student theses

master thesis

© 2023 Dimme de Groot