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CMUSphinx Training Overview
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
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.
What’s included in this CMUSphinx Training Course
- World-class Training Sessions from Experienced Instructors
- CMUSphinx Training Certificate
- Digital Delegate Pack
Why choose us
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led CMUSphinx Training. 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.
Live classes
Join a scheduled class with a live instructor and other delegates.
Interactive
Engage in activities, and communicate with your trainer and peers.
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We handpick from a global pool of expert trainers for our Online Instructor-led courses.
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With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.
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With classes running in all timezones, access any of our courses and course material from anywhere, anytime.
Unlock your potential with The Knowledge Academy's CMUSphinx Training, 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.
What our customers are saying
CMUSphinx Training FAQs
CMUSphinx is an open-source speech recognition system developed by Carnegie Mellon University. It allows users to convert spoken language into text and is widely used for developing voice-driven applications. The system supports various platforms and offers flexible configurations for different use cases.
CMUSphinx supports several programming languages, including Java, C, and Python. This multi-language compatibility makes it easier for developers from diverse backgrounds to integrate and use the system in their projects.
Attending the CMUSphinx Training Course equips you with essential skills for implementing and customising speech recognition solutions. You'll learn best practices, advanced techniques, and how to integrate the technology into various applications, giving you a competitive edge in voice-driven development.
There are no formal prerequisites for the CMUSphinx Training. However, a basic understanding of speech recognition technology can be beneficial.
This course is ideal for Developers, Data Scientists, and Machine Learning enthusiasts who are looking to build or improve speech recognition systems. It's also suitable for professionals interested in voice-driven technology and Natural Language Processing.
Yes, we offer 24/7 support for all our online courses, including the CMUSphinx Training Course. Our dedicated support team is always available to assist with any technical issues or course-related queries you may have.
The course includes comprehensive training materials, hands-on exercises, real-world projects, and expert-led sessions. You'll also receive access to additional resources such as eBooks, tutorials, and support from instructors to help solidify your learning.
The duration of the CMUSphinx Training Course is 1 day.
You will receive the course confirmation details within 24 hours of registering for the course. This will include all the necessary information, including your login credentials and course materials.
No, prior experience in Machine Learning is not required. The course is designed to cater to both beginners and experienced professionals, starting with the basics and gradually progressing to advanced topics.
Upon completing the CMUSphinx Training, you can explore career opportunities in fields such as AI, Natural Language Processing, and voice-driven applications. Roles like Speech Recognition Engineer or Machine Learning Developer are popular options.
Getting certified demonstrates your expertise in speech recognition technology, specifically CMUSphinx. It enhances your professional profile, opens new career opportunities, and gives you an edge in a rapidly growing tech industry.
In this online training, you'll learn how to install, configure, and optimise CMUSphinx for speech recognition applications. You'll also gain hands-on experience with building voice-driven applications and integrating speech technology into your projects.
Yes, we offer self-paced CMUSphinx Online Training, allowing you to learn at your own pace and convenience. You'll have access to all course materials, including video tutorials and practical exercises, with flexible scheduling.
Yes, we offer corporate training for organisations looking to upskill their teams in speech recognition technology. Our corporate training is customisable to meet the specific needs of your company and team.
If you encounter any issues accessing your training, you can contact our 24/7 support team via email or live chat. We are always here to help resolve any technical issues and ensure a smooth learning experience.
The CMUSphinx Training Course is designed for all skill levels. Whether you're a beginner or an experienced developer, the course materials are structured to cater to your learning pace and knowledge level.
Yes, upon successful completion of the CMUSphinx Training Course, you will receive a certificate of completion from The Knowledge Academy, validating your skills and knowledge in speech recognition technology.
The CMUSphinx Training requires speech datasets that include audio recordings and corresponding transcriptions. You'll have access to sample datasets during the training, and you'll learn how to collect, prepare, and use your own datasets for building speech recognition models.
The Knowledge Academy stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this Certification.
The training fees for CMUSphinx Trainingin the United States starts from $2495
The Knowledge Academy is the Leading global training provider for CMUSphinx Training.
Please see our Face and Speech Recognition courses available in the United States
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Resources are included for a comprehensive learning experience.
"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"
Joshua Davies, Thames Water
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