Optimal Time-Domain Noise Reduction Filters
A Theoretical Study
Seiten
2011
|
2011
Springer Berlin (Verlag)
978-3-642-19600-3 (ISBN)
Springer Berlin (Verlag)
978-3-642-19600-3 (ISBN)
This book offers a general framework in the time domain for single and multiple microphone cases, from which to derive, study and analyze optimal noise reduction filters. All known algorithms can be deduced from this approach, and new ones discovered as well.
Additive noise is ubiquitous in acoustics environments and can affect the intelligibility and quality of speech signals. Therefore, a so-called noise reduction algorithm is required to mitigate the effect of the noise that is picked up by the microphones. This work proposes a general framework in the time domain for the single and multiple microphone cases, from which it is very convenient to derive, study, and analyze all kind of optimal noise reduction filters. Not only that all known algorithms can be deduced from this approach, shedding more light on how they function, but new ones can be discovered as well.
Additive noise is ubiquitous in acoustics environments and can affect the intelligibility and quality of speech signals. Therefore, a so-called noise reduction algorithm is required to mitigate the effect of the noise that is picked up by the microphones. This work proposes a general framework in the time domain for the single and multiple microphone cases, from which it is very convenient to derive, study, and analyze all kind of optimal noise reduction filters. Not only that all known algorithms can be deduced from this approach, shedding more light on how they function, but new ones can be discovered as well.
Introduction.- Single-Channel Noise Reduction with a Filtering Vector.- Single-Channel Noise Reduction with a Rectangular Filtering Matrix.- Multichannel Noise Reduction with a Filtering Vector.- Multichannel Noise Reduction with a Rectangular Filtering Matrix.
From the reviews:
"The book is devoted to the problem of recovering speech signals that are corrupted by additive noise. ... The exposition is excellent. The authors work actively in the domain and recently issued also a book on microphone array signal processing. ... the book represents a very useful guide to the noise reduction area for high-level researchers." (Dumitru Stanomir, Zentralblatt MATH, Vol. 1218, 2011)| Erscheint lt. Verlag | 20.4.2011 |
|---|---|
| Reihe/Serie | SpringerBriefs in Electrical and Computer Engineering |
| Zusatzinfo | VII, 79 p. 1 illus. in color. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 144 g |
| Themenwelt | Technik ► Elektrotechnik / Energietechnik |
| Technik ► Nachrichtentechnik | |
| Schlagworte | LCMV filter • maximun SNR filter • MDVR filter • Microphone Arrays • Multichannel • noise reduction • prediction filter • single-channel • space-time prediction filter • Speech Enhancement • time domain • tradeoff filter • Wiener Filter |
| ISBN-10 | 3-642-19600-4 / 3642196004 |
| ISBN-13 | 978-3-642-19600-3 / 9783642196003 |
| Zustand | Neuware |
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