10EC756 Speech Processing syllabus for EC


Part A
Unit-1 PRODUCTION AND CLASSIFICATION OF SPEECH SOUNDS 6 hours

Introduction, mechanism of speech production. Acoustic phonetics: vowels, diphthongs, semivowels, nasals, fricatives, stops and affricates.

Unit-2 TIME-DOMAIN METHODS FOR SPEECH PROCESSING 6 hours

time dependent processing of speech, short-time energy and average magnitude, short-time average zero crossing rate.

Unit-3 Speech vs. silence detection 7 hours

Speech vs. silence detection, pitch period estimation using parallel processing approach, short-time autocorrelation function.

Unit-4 Brief Applications of temporal processing of speech signals in synthesis 7 hours

Brief Applications of temporal processing of speech signals in synthesis, enhancement, hearing applications and clear speech.

Part B
Unit-5 FREQUENCY DOMAIN METHODS FOR SPEECH PROCESSING 7 hours

Introduction, definitions and properties: Fourier transforms interpretation and linear filter interpretation, sampling rates in time and frequency.

Unit-6 Filter bank summation 6 hours

Filter bank summation and overlap add methods for short-time synthesis of speech, sinusoidal and harmonic plus noise method of analysis/synthesis.

Unit-7 HOMOMORPHIC SPEECH PROCESSING 6 hours

Introduction, homomorphic system for convolution, the complex cepstrum of speech, homomorphic vocoder.

Unit-8 APPLICATIONS OF SPEECH PROCESSING 7 hours

Brief applications of speech processing in voice response systems hearing aid design and recognition systems.

Last Updated: Tuesday, January 24, 2023