Acoustics Laboratory

FREQUENCY SMOOTHING WITH OPTIMAL WEIGHTING FOR IMPROVED SPEAKER LOCALIZATION

Hanan Beit-On, Tom Shlomo, Vladimir Tourbabin, Boaz Rafaely

Many speaker localization methods apply frequency smoothing to decorrelate the direct-path signal and coherent reflections. However, in practice, only modest decorrelation is accomplished, which may result in performance loss. In this paper, frequency smoothing weights for improved decorrelation are derived and shown to be inversely proportional to the source signal power at the specified frequency. An experimental study demonstrates the added performance when incorporating the proposed weights in a direct path dominance test-based speaker localization method.

Publication language English
Publication status Published - 01.01.2023

Keywords

Speaker localization
coherent signal subspace
direct path dominance test
frequency smoothing

ASJC Scopus subject areas

Acoustics and Ultrasonics
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Link to publication in Scopus