A TWO-STAGE ALGORITHM FOR ENHANCEMENT OF REVERBERANT SPEECH(4)

时间:2025-03-09

Room reverberation causes two perceptual distortions on clean speech: Coloration and long-term reverberation. These two effects correspond to two physical variables: Signal-toreverberant energy ratio (SRR) and reverberation time, respectively. Based on thi

Toconclude,wehavepresentedatwo-stagereverberantspeechenhancementalgorithmusingonemicrophone,andthestagescorrespondtoinversefilteringandspectralsubtraction.Theevaluationsshowthatouralgorithmenhancesthequalityofreverberantspeecheffectivelyandperformssignificantlybetterthanarecentreverberantspeechenhancementalgorithm.

AcknowledgmentsThisresearchwassupportedinpartbyanNSFgrant(IIS-0081058)andanAFOSRgrant(FA9550-04-1-0117).

REFERENCES

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B.YegnanarayanaandP.S.Murthy,"EnhancementofreverberantspeechusingLPresidualsignal,"IEEETrans.SpeechAudioProcessing,vol.8,pp.267-281,

2000.

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Time(sec)

(h)

Fig.2.Resultsofreverberantspeechenhancement:(a)cleanspeech,(b)spectrogramofcleanspeech,(c)reverberantspeech,(d)spectrogramofreverberantspeech,(e)speechprocessedusingtheYMalgorithm,(f)spectrogramof(e),(g)speechprocessedusingouralgorithm,and(h)spectrogramof(g).Thespeechisafemaleutterance“Shehadyourdarksuitingreasywashwaterallyear,”sampledat8kHz.

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