Noise Reduction Based on Microphone Array and Post-Filtering: Theory, Implementation and Applications - Softcover

Li, Junfeng

Softcover

ISBN 10: 3639204832 ISBN 13: 9783639204834

Verlag: VDM Verlag, 2009

Inhaltsangabe

Acoustic interfering noise signals dramatically degrade the performance of many speech applications, such as automatic speech recognition system and speech communication system, in practical environments. For example, for automatic speech recognition system, noises result in the mismatch between the training and testing conditions, further degrading the performance of recognition system in real-world conditions. For speech communication system, acoustic noises degrade the quality and intelligibility of received speech signals. Therefore, noise reduction has been a fundamental enabling technology and an indispensable component for these applications that must recognize or transmit speech in noisy environments. The book describes the theory, implementation and applications of multi-channel noise reduction for robust hands-free speech recognition. Problems are discussed in regards to different state-of-the-art multi-channel noise reduction systems. Accordingly, one promising multi-channel noise reduction system based on microphone array and post-filtering is introduced from theory, through implementation, to application to robust speech recognition.

Details zur Ausgabe

• Verlag: VDM Verlag
• Erscheinungsdatum: 2009
• Sprache: Englisch
• ISBN 10: 3639204832
• ISBN 13: 9783639204834
• Einband: Taschenbuch
• Anzahl der Seiten: 156
• Kontakt zum Hersteller: Nicht verfügbar
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