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IT8006 PRINCIPLES OF SPEECH PROCESSING Lecture Notes Download IT8006 PRINCIPLES OF SPEECH PROCESSING Lecture Notes Download
Department  Electronics Communication Engineering
Year 4th Year
Semester 8th Semester
University Anna University
Regulation  R2017
Subject Code IT8006
Subject Name PRINCIPLES OF SPEECH PROCESSING
Download File IT8006 PRINCIPLES OF SPEECH PROCESSING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

 

 

IT8006 PRINCIPLES OF SPEECH PROCESSING Syllabus

UNIT I SPEECH SIGNAL CHARACTERISTICS & ANALYSIS
Speech production process – speech sounds and features- – Phonetic Representation of Speech — representing= speech in time and frequency domains – Short-Time Analysis of Speech – Short- Time Energy and Zero-Crossing Rate – Short-Time Autocorrelation Function – Short-Time Fourier Transform (STFT) – Speech Spectrum – Cepstrum – Mel-Frequency Cepstrum Coefficients – Hearing and Auditory Perception – Perception of Loudness – Critical Bands – Pitch Perception

UNIT II SPEECH COMPRESSION
Sampling and Quantization of Speech (PCM) – Adaptive differential PCM – Delta Modulation – Vector Quantization- Linear predictive coding (LPC) – Code excited Linear predictive Coding (CELP)

UNIT III SPEECH RECOGNITION
LPC for speech recognition- Hidden Markov Model (HMM)- training procedure for HMM- subword unit model based on HMM- language models for large vocabulary speech recognition – Overall recognition system based on subword units – Context dependent subword units- Semantic post processor for speech recognition

UNIT IV SPEAKER RECOGNITION
Acoustic parameters for speaker verification- Feature space for speaker recognition-similarity measures- Text dependent speaker verification-Text independent speaker verification techniques

UNIT V SPEAKER RECOGNITION AND TEXT TO SPEECH SYNTHESIS
Text to speech synthesis(TTS)-Concatenative and waveform synthesis methods, sub-word units for TTS, intelligibility and naturalness-role of prosody

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PRINCIPLES OF SPEECH PROCESSING Lecture Notes Download

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