Course information

CMUSphinx Training Outline

Module 1: Introduction to Speech Recognition

  • Speech Recognition
  • Working of Speech Recognition
  • Structure of Speech
  • Recognition Process
  • Model Basics

Module 2: Introduction to CMUSphinx Toolkit

  • PocketSphinx
  • Sphinxtrain

Module 3: Practices Before Building an Application

  • Algorithms
  • Existing Accuracy Results
  • Resources
  • Technologies

Module 4: Building an Application

  • Using Sphinx
  • Using PocketSphinx

Module 5: Using PocketSphinx on Android

  • Referencing Libraries
  • Setting Permissions
  • Resource Files
  • Application

Module 6: Building Phonetic Dictionary and Language Model

  • Introduction to Phonetic Dictionary
  • Using Existing Dictionaries
  • Using g2p-seq2seq to Extend the Dictionary
  • Using Keyword Lists with PocketSphinx
  • Building a Grammar
  • Create Statistical Language Model

Module 7: Adapting Default Acoustic Models

  • Creating an Adaptation Corpus
  • Adapting an Acoustic Model
  • Testing Adaptation
  • Using Model
  • Troubleshooting

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Who should attend this CMUSphinix Training Course?

The CMUSphinx Training is a comprehensive program designed to provide participants with the knowledge and skills needed to work with the CMUSphinx open-source speech recognition toolkit. The course is useful for the following professionals:

  • Speech Recognition Developers
  • Natural Language Processing (NLP) Engineers
  • Software Developers
  • Research Scientists
  • Artificial Intelligence Experts
  • Application Developers
  • Machine Learning Developers

Prerequisites of the CMUSphinx Training Course

There are no formal prerequisites for the CMUSphinx Training. However, a basic understanding of speech recognition technology can be beneficial.

CMUSphinx Training Course Overview

CMUSphinx is a collection of speech recognition development libraries and tools that can be linked into speech-enabled applications. This course focuses on Sphinx4, a Java-based large vocabulary speech recognition system, and PocketSphinx, a version designed to run on mobile devices.

This CMUSphinx Training course is designed to provide knowledge of the applications of the CMUSphinx toolkit. Delegates will gain an understanding of how to build an application with Sphinx4 and PocketSphinx, including how to build a phonetic dictionary and language model. The course also looks at acoustic models and how they can be either adapted or developed.

 

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What’s included in this CMUSphinx Training Course

  • World-class Training Sessions from Experienced Instructors
  • CMUSphinx Training Certificate
  • Digital Delegate Pack

Why choose us

Our Detroit venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Detroit is the largest city in the state of Michigan, United States. It is located on the United States-Canada border and has a population of around 680,000 people. Denver’s growth is mostly to be credited to the expansion of the automobile industry as they supplied a lot of automotive support for the Allied powers during World War II. Detroit Public Schools govern 66,000 students and it is the largest district in Michigan. Detroit also has a population of charter school students at a rate of about 56,000 pupils. There are many private schools in Detroit including 110 Roman Catholic grade schools which are operated by the Archdiocese of Detroit. Detroit is home to many further education establishments including Wayne State University, University of Detroit Mercy, University of Detroit Mercy School of Law and Sacred Heart Major Seminary. Wayne State University is a national research university which focuses on medical and law majors but offers hundreds of other different academic programs. The University of Detroit Mercy is a Roman Catholic co-educational facility which is affiliated with Sisters of Mercy and Society of Jesus. It provides a wide variety of different academic degrees in a range of different subjects including dentistry, law, architecture and nursing. Sacred Heart Major Seminary is affiliated with the Pontifical University of Saint Thomas Aquinas, Angelicum in Rome. It was founded in 1919 and provides students with pontifical degrees and civil graduate or undergraduate degrees. Students are welcome to be clerical or lay. The University of Michigan was originally established in Detroit in 1817 but was then moved to Ann Arbor in 1837. Other further education facilities include the College for Creative Studies, Lewis College of Business and Marygrove College. The Michigan State University College of Osteopathic Medicine based in East Lansing also has a satellite campus based in the Detroit Medical Center. 

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Address

Detroit, Michigan

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led CMUSphinx Course | CMUSphinx Training in Detroit. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's CMUSphinx Course | CMUSphinx Training in Detroit, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

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Face and Speech Recognition

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Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

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