Download Now [PDF] IT8077 SPEECH PROCESSING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

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IT8077 SPEECH PROCESSING Lecture Notes Download

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IT8077 SPEECH PROCESSING Lecture Notes Download IT8077 SPEECH PROCESSING Lecture Notes Download
Department  Computer Science Engineering
Year 4th Year
Semester 8th Semester
University Anna University
Regulation  R2017
Subject Code IT8077
Subject Name SPEECH PROCESSING
Download File IT8077 SPEECH PROCESSING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

 

 

IT8077 SPEECH PROCESSING Syllabus

UNIT I INTRODUCTION
Introduction – knowledge in speech and language processing – ambiguity – models and algorithms – language – thought – understanding – regular expression and automata – words & transducers – N grams

UNIT II SPEECH MODELLING
Word classes and part of speech tagging – hidden markov model – computing likelihood: the forward algorithm – training hidden markov model – maximum entropy model – transformation- based tagging – evaluation and error analysis – issues in part of speech tagging – noisy channel model for spelling

UNIT III SPEECH PRONUNCIATION AND SIGNAL PROCESSING
Phonetics – speech sounds and phonetic transcription – articulatory phonetics – phonological categories and pronunciation variation – acoustic phonetics and signals – phonetic resources – articulatory and gestural phonology

UNIT IV SPEECH IDENTIFICATION
Speech synthesis – text normalization – phonetic analysis – prosodic analysis – diphone waveform synthesis – unit selection waveform synthesis – evaluation

UNIT V SPEECH RECOGNITION
Automatic speech recognition – architecture – applying hidden markov model – feature extraction: mfcc vectors – computing acoustic likelihoods – search and decoding – embedded training – multipass decoding: n-best lists and lattices- a* (‗stack‘) decoding – context-dependent acoustic models: triphones – discriminative training – speech recognition by humans

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IT8077 SPEECH PROCESSING Lecture Notes Collection

IT8077 SPEECH PROCESSING Notes ( UNIT 1 – UNIT 5) – Download

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