Course details
Code
CS-578
Name
Voice Processing
Program
Postgraduate
Areas
Multimedia Technology
Computer Networks and Telecommunications
Description
Discrete Time Signal Processing FrameworkProduction and Classification of Speech SoundsAcoustics of Speech ProductionLinear Prediction: analysis, synthesis, and modifications of speechAutocorrelation methodCovariance methodGlottal signal modelsInverse filteringSinusoidal Models: analysis, synthesis, and modifications of speechSinusoidal ModelHarmonic ModelAdaptive Sinusoidal ModelsSpeech TransformationsTime scalingPitch scalingSpeech CodingCoding schemesScalar quantizationVector quantizationSpeech EnhancementSpectral SubtractionWiener FilterSpeech Intelligibility EnhancementSpectral ShapingDynamic Range CompressionSpeaker IdentificationEM algorithmGaussian Mixture ModelsSpeech SynthesisNeural NetworksHidden Markov ModelsLinear Dynamical ModelsMacine Learning techniquesDeep Learning Monthly MATLAB projects on speech processing are mandatory.
ECTS
6
Prerequisites
CS-370
Course website
Course email
hy578 AT csd DOT uoc DOT grShow email