- Introduction
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
$ 199 $999
certificate availability
Yes
certificate providing authority
Simpliv Learning
The syllabus
Course 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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