Speech Processing

Speech creation mechanism modeling: Speech creation mechanism, speech sounds. Digital speech preprocessing: Sampling rate, Digitisation, short term analysis, window size and rate of movement. Acoustic parameters: feature extraction, acoustic features for speaker differentiation, signal energy and zero crossing rate, fundamental frequency, FORMANTS, LPC, Cepstral coefficients. Speech to text systems. Speech synthesis. Noise removal methods. Music representation, musical feature extraction, legal issues of music information research, musical information retrieval and data mining.
Code Hours Type eClass Semester
ΗΥ730 4 Compulsory H.I. e-Class 8

Bibliography:

  • “Ψηφιακή επεξεργασία σήματος, Antoniou A.”eudoxus link
  • “Ψηφιακή Επεξεργασία Φωνής: Θεωρία και Εφαρμογές, Rabiner L.”eudoxus link