Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing · 2008 · 281 citations · 5 references
ComputingComputational EngineeringComputational AcousticsDigital Signal ProcessingMatrix FactorizationNoiseNoise ReductionSignal ProcessingSpeech Intelligibility EnhancementDenoisingDigital DenoisingNoise Robust Speech AnalysisNon-negative Matrix FactorizationSpeech EnhancementSpeech Enhancement AlgorithmsSpeech Quality AssessmentWiener Filtering
We present a technique for denoising speech using nonnegative matrix factorization (NMF) in combination with statistical speech and noise models. We compare our new technique to standard NMF and to a state-of-the-art Wiener filter implementation and show improvements in speech quality across a range of interfering noise types.
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Algorithms for Non-negative Matrix Factorization
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