Optimal and Adaptive Microphone Arrays for Speech Input in Automobiles
Författare
Redaktör
- Michael Brandstein
- Darren Ward
Summary, in English
In this chapter, speech enhancement and echo cancellation for hands-free mobile telephony are discussed. A number of microphone array methods have been tested and results from car measurements are given. Traditional methods such as linearly constrained beamforming and generalized sidelobe cancelers are discussed as well as array gain optimization methods. An in situ calibrated method which gives an overall improved performance is also presented. Algorithms such as Least-Squares (LS) and Normalized-Least-Mean-Squares (NLMS) are used to find optimal weights. Improved performance using an LS-method is shown, but at the cost of increased numerical complexity limiting its implementation in real-time applications. By introducing subband processing this issue can be avoided. The results show a noise suppression of approximately 18 dB and hands-free loudspeaker suppression of the same order.
Publiceringsår
2001
Språk
Engelska
Sidor
307-329
Publikation/Tidskrift/Serie
Digital Signal Processing
Dokumenttyp
Del av eller Kapitel i bok
Förlag
Springer
Ämne
- Signal Processing
Status
Published
ISBN/ISSN/Övrigt
- ISSN: 1612-1457
- ISBN: 978-3-662-04619-7
- ISBN: 978-3-540-41953-2
- ISBN: 978-3-642-07547-6