An Adaptive Blind Beamformer with an Integrated Single-channel Noise Reduction Method for Robust Real-time Blind Speech Extraction

Forskningsoutput: Kapitel i bok/rapport/Conference proceedingKonferenspaper i proceeding

Abstract

The performance of single-channel temporal noise reduction methods generally deteriorate in high noise environments, whereas spatial beamformers can maintain some level of speech enhancement. This paper presents a solution where a low complexity single-channel noise reduction method is integrated into the feedback control loop of an adaptive blind beamformer with the purpose of robust blind speech extraction in high noise environments. The proposed combined system outperforms each of the individual methods with respect to signal-to-interference ratio improvement for a wide range of operating conditions, and where the loss in estimated perceptual speech quality due to the combined system is tolerably low. Furthermore, the excess processing load in a hardware solution is comparatively insignificant for the proposed extended approach.

Detaljer

Författare
  • Benny Sällberg
  • Nedelko Grbic
  • Ingvar Claesson
Enheter & grupper
Externa organisationer
  • Blekinge Institute of Technology
Forskningsområden

Ämnesklassifikation (UKÄ) – OBLIGATORISK

  • Signalbehandling
Originalspråkengelska
Titel på värdpublikation2008 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)
UtgivningsortLas Vegas, NV
Sidor309–312
Antal sidor4
ISBN (elektroniskt)978-1-4244-1484-0
StatusPublished - 2008 mar
PublikationskategoriForskning
Peer review utfördJa
EvenemangIEEE International Conference on Acoustics, Speech, and Signal Processing, 2008 - Las Vegas, Nevada, USA., Las Vegas, NV, USA
Varaktighet: 2008 mar 312008 apr 4

Konferens

KonferensIEEE International Conference on Acoustics, Speech, and Signal Processing, 2008
Förkortad titelICASSP 2008
LandUSA
OrtLas Vegas, NV
Period2008/03/312008/04/04