YoVDO

Hidden Markov Models

Offered By: Pascal Poupart via YouTube

Tags

Hidden Markov Models Courses Speech Recognition Courses

Course Description

Overview

Learn about Hidden Markov Models in this comprehensive 29-minute lecture by Pascal Poupart. Explore the framework of Markov Processes and their application in speech recognition and mobile robotics. Dive into the intricacies of Hidden Markov Models, including common tasks and monitoring techniques. Gain insights into the Forward Algorithm and its practical implementation through a case study. Enhance your understanding of probabilistic models and their real-world applications in various fields of computer science and engineering.

Syllabus

Intro
Framework
Markov Processes
Hidden Markov Model
Speech Recognition
Mobile Robotics
Hidden Markov Models
Common Tasks
Monitoring
Forward Algorithm
Case Study


Taught by

Pascal Poupart

Related Courses

Natural Language Processing
Columbia University via Coursera Bioinformatics Algorithms (Part 2)
University of California, San Diego via Coursera Finding Mutations in DNA and Proteins (Bioinformatics VI)
University of California, San Diego via Coursera Elaborazione del linguaggio naturale
University of Naples Federico II via Federica Dynamic Programming: Applications In Machine Learning and Genomics
University of California, San Diego via edX