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A speech enhancement method based on Kalman filtering
323
Citations
6
References
2005
Year
Unknown Venue
Adaptive FilterEngineeringHealth SciencesFiltering TechniqueSpeech SignalSpeech EnhancementNoiseKalman Filtering MethodSpeech ProcessingSpeech SeparationRobust Speech RecognitionNoise ReductionSpeech PerceptionSpeech Enhancement MethodSignal ProcessingKalman FilterSpeech CommunicationSpeech Recognition
In this paper, the problem of speech enhancement when only corrupted speech signal is available for processing is considered. For this, the Kalman filtering method is studied and compared with the Wiener filtering method. Its performance is found to be significantly better than the Wiener filtering method. A delayed-Kalman filtering method is also proposed which improves the speech enhancement performance of Kalman filter further.
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