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Speech Recognition A-Z with Hands-on Lesson 01 : Speech and its Types Acoustic Phonetics and Articulatory Phonetics

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Course Introduction 1 Topic

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Course Introduction

Lesson 01 : Speech and its Types 9 Topics | 1 Quiz Sample Lesson

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Introduction to Speech

Speech Processing and Types of Speech Recognition

What Makes Speech Recognition Hard and Related Area of Research

Demo - Audio File Analysis

Digitizing and Recording of Speech Signal

Demo -Digitization and Recording of Speech

Acoustic Phonetics and Articulatory Phonetics

Demo - Human Speech Production

Lesson-01 : Quiz

Lesson 2 - Automated Speech Recognition 15 Topics | 1 Quiz

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Learning Objectives

Introduction to Audio Signal

Different Types of Signal

Signal Sampling

Demo - Audio Signal Feature Extraction

Demo - Sampling Theorem

Acoustic Modeling

Language Modeling

Building a Basic Language Model

Introduction to HMM

HMM in Speech Recognition

Building a Natural Language Model

Demo - Spectrum Analysis

Demo - Force Alignment Expectation

Lesson-02 : Quiz

Lesson 3 - Speech to text 11 Topics | 1 Quiz

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Learning Objective

Understanding the Problem Statement

Data Visualization - Part 1

Data Visualization - Part 2

Data Exploration - Part 1

Data Exploration - Part 2

Demo - Data Exploration and visualization

Model Architecture - Part 1

Model Architecture - Part 2

Demo - Speech to Text Modeling

Lesson-03 : Quiz

Lesson 4 - Text to Speech 11 Topics | 1 Quiz

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Learning Objective

Text to Speech System

Text Analysis and its Methods

Stemming and Lemmatization

Phonetic Analysis

Prosodic Analysis

Waveform Synthesis

Demo - Wave Analysis of Heart Beat Sound

Lesson-04 : Quiz

Lesson 05 - Multilingual Speech Processing 7 Topics | 1 Quiz

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Learning Objective

Understand Multilingual

Issues in Multilingual

Different language

Encoding Characters

Demo - Multilingual Speech

Lesson-05 : Quiz

Lesson 06 - Speech Translation 7 Topics | 1 Quiz

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Learning Objective

Speech Translation

Speech to Speech

Speech Processing

Working on Speech to Speech Translation

Demo - Speech to Speech Translation

Lesson-06 : Quiz

Lesson 07 - Spoken Dialog System 9 Topics | 1 Quiz

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Learning Objective

Spoken Dialog System

Components of dialogue system part - 1

Components of dialogue system part - 2

VoiceXML and SSML

Demo - Voice Building Using Text Personal Voice Assistant

Lesson-07 : Quiz

Lesson 08 - Voice Conversion 7 Topics | 1 Quiz

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Learning Objective

Introduction to Voice Conversion

Automatic Speech Recognition

Phonetic SID System

Speaker Deidentification

Demo - Speaker Identification

Lesson-08 : Quiz

Resource Files - Demos

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