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 San Francisco 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.

San Francisco has a population over 850,000 and is the birthplace of the United Nations. It is also known as the cultural, commercial, and financial center of Northern California. It’s no surprise to hear that there are more than 50 hills in the city and that in the last 30 years there have been 5 earthquakes with a magnitude of 5 or over.

 

The city is also well known for its influence in performing arts; the War Memorial and Performing Arts Centre host the second largest opera company in North America as well as the San Francisco ballet. Iconic landmarks in the city include the Golden Gate Bridge and Alamo Square Park.


San Francisco is home to the University of California’s health and biomedical science campus and Hastings College of Law. The University has around 30,000 students and it awards undergraduate, master’s and doctoral degrees.

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Address

Best Western Plus Americana Hotel

121 Seventh Street

San Francisco

California

94103

United States

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 San Francisco. 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 San Francisco, 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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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

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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