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Formant extraction from linear-prediction phase spectra
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Formant ExtractionFormant InformationEngineeringHealth SciencesSpectroscopyPhoneticsSpectral AnalysisChemometricsAudio AnalysisPhase SpectrumSpeech ProcessingLinear-prediction Phase SpectraChemistryAcoustic Signal ProcessingSignal ProcessingWaveform AnalysisAcoustic ModelingSpeech Recognition
Extraction of formant information from linear-prediction phase spectra is proposed. It is shown that the derivative of phase spectrum gives reliable formant information. Since the phase spectra for several resonators in cascade are additive, the resonance peaks are additive in the derivative of the phase spectrum unlike in the magnitude spectrum and hence the problem of identifying merged peaks is very easily solved by this method. Application of the method is illustrated through examples of linear-prediction spectra obtained for simulated models and for actural speech segments.