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Forward-backward recursive expectation-maximization for concurrent speaker tracking

Abstract In this paper, a study addressing the task of tracking multiple concurrent speakers in reverberant conditions is presented. Since both past and future observations can contribute to the current location estimate, we propose a forward-backward approach, which improves tracking accuracy by in...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Yuval Dorfan, Boaz Schwartz, Sharon Gannot
Format: Artigo
Sprache:Inglês
Veröffentlicht: SpringerOpen 2021-01-01
Schriftenreihe:EURASIP Journal on Audio, Speech, and Music Processing
Schlagworte:
Online-Zugang:https://doi.org/10.1186/s13636-020-00189-x
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