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    Speech Recognition A-Z With Hands-On

    BY
    Simpliv Learning

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    Mode

    Online

    Fees

    $ 199 999

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    $ 199  $999
    certificate availability

    Yes

    certificate providing authority

    Simpliv Learning

    The syllabus

    Course Introduction

    • Introduction

    Lesson 1: Speech and its Types

    •  Lesson 1 - Learning Objective PREVIEW
    •  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 1 - Key Takeaway
    •  Lesson 1 - Knowledge Check

    Lesson 2: Automated Speech Recognition

    •  Lesson 2 - Learning Objective
    •  Introduction to Audio Signal
    •  Different Types of Signals
    •  Signal Sampling
    •  Demo - Sampling Theorem
    •  Acoustic Modeling
    •  Language Modeling
    •  Building a Basic Language Model
    •  Demo - Audio Signal Feature Extraction
    •  Building a Natural Language Model
    •  Demo - Force Alignment Expectation
    •  Introduction to Hidden Markov Model
    •  Hidden Markov Model in Speech Recognition
    •  Demo - Spectrum Analysis
    •  Lesson 2 - Key Takeaway
    •  Lesson 2 - Knowledge Check

    Lesson 3: Speech to Text

    •  Lesson 3 - Learning Objective
    •  Speech to Text - Understanding the Problem Statement
    •  Demo - Speech to Text Modeling
    •  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
    •  Lesson 3 - Key Takeaway
    •  Lesson 3 - Knowledge Check

    Lesson 4: Text to Speech

    •  Lesson 4 - Learning Objective
    •  Text to Speech System
    •  Text Analysis and Its Methods
    •  Stemming and Lemmatization
    •  Stop Words
    •  Phonetic Analysis
    •  Prosodic Analysis
    •  Waveform Synthesis
    •  Demo - Wave Analysis of Heart Beat Sound
    •  Voice Builder
    •  Lesson 4 - Key Takeaway
    •  Lesson 4 - Knowledge Check

    Lesson 5: Multilingual Speech Processing

    •  Lesson 5 - Learning Objective
    •  Understand Multilingual
    •  Issues in Multilingual
    •  Different Language
    •  Encoding Characters
    •  Demo - Multilingual Speech
    •  Lesson 5 - Key Takeaway
    •  Lesson 5 - Knowledge Check

    Lesson 6: Speech Translation

    •  Lesson 6 - Learning Objective
    •  Speech Translation
    •  Speech to Speech Translation
    •  Demo - Speech to Speech Translation
    •  Speech Processing - Interactive Creation and Evaluation (SPICE) Toolkit
    •  Working on Speech to Speech Translation
    •  Lesson 6 - Key Takeaway
    •  Lesson 6 - Knowledge Check

    Lesson 7: Spoken Dialog System

    •  Lesson 7 - Learning Objective
    •  Spoken Dialog System
    •  Components of Dialogue System Part-1
    •  Components of Dialogue System Part-2
    •  Voice XML and SSML
    •  Olympus
    •  Deployment
    •  Demo - Voice Building Using Text Personal Voice Assistant
    •  Lesson 7 - Key Takeaway
    •  Lesson 7 - Knowledge Check

    Lesson 8: Voice Conversion

    •  Lesson 8 - Learning Objective
    •  Introduction to Voice Conversion
    •  Automatic Speech Recognition
    •  Phonetic SID System
    •  Speaker De-Identification
    •  Demo - Speaker Identification
    •  Lesson 8 - Key Takeaway
    •  Lesson 8 - Knowledge Check

    Course End Project

    •  Project - Problem Statement
    •  Project - Solution

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