NMT and Speech Recognition Training in Ontario

NMT and Speech Recognition Training in Ontario, Canada

Participants will gain hands-on experience in training, evaluating, and deploying NMT and speech recognition models.

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NMT and Speech Recognition Training is a professional training program delivered by ProgNXT in Ontario, Canada. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this NMT and Speech Recognition Training course with hands-on, instructor-led sessions. This course provides an in-depth understanding of Neural Machine Translation (NMT) and Speech Recognition techniques, covering deep learning models,...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: UOV61
14 Hrs
Last Updated: April 2026

Course Rating5/5

This course provides an in-depth understanding of Neural Machine Translation (NMT) and Speech Recognition techniques, covering deep learning models, NLP techniques, and real-world applications. Participants will gain hands-on experience in training, evaluating, and deploying NMT and speech recognition models.

This course covers:

Fundamentals of Neural Machine Translation (NMT)
Speech Recognition principles and techniques
Deep Learning models for NLP and Speech Processing
Tokenization, Embeddings, and Sequence-to-Sequence Models
Transformer-based architectures (e.g., BERT, GPT, Whisper, Wav2Vec)
Training and Fine-tuning Speech and Translation Models
Real-world applications and use cases

Welcome to the official NMT and Speech Recognition Training certification program in Ontario, Canada. This comprehensive training is designed to elevate your professional skills and provide you with practical, industry-relevant knowledge locally. As a globally recognized corporate training provider operating in 55+ countries, ProgNXT ensures that our curriculum meets the highest standards of excellence.

Whether you are looking to upskill your team or advance your personal career, our expert-led sessions will guide you through the core concepts of this domain. Upon successful completion of the 14 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

Basic understanding of Python and Machine Learning
Familiarity with NLP concepts and deep learning
Knowledge of TensorFlow/PyTorch is beneficial but not mandatory

By the end of this course, participants will:

Understand the working of NMT and Speech Recognition models
Build and train Transformer-based models for text and speech processing
Implement speech-to-text and text-to-speech applications
Optimize models for real-time speech and translation tasks
Deploy NMT and Speech Recognition models in production

Developing and training NMT models
Understanding deep learning for speech recognition
Fine-tuning Transformer-based architectures
Deploying NLP and speech models in production
Optimizing real-time translation and speech applications

NMT model architecture and training
Speech-to-text and text-to-speech fundamentals
Transformer models for NLP and Speech
Hands-on implementation and debugging
Evaluation of model performance and optimization

Participants who attend all sessions and successfully complete the assessments will receive a ProgNXT Certificate of Completion.

Course Agenda

Introduction to Neural Machine Translation (NMT) & Speech Recognition

Overview of NLP and Speech Processing
Applications and real-world use cases
Comparison of traditional vs. neural-based approaches

Fundamentals of Neural Machine Translation (NMT)

Introduction to Sequence-to-Sequence (Seq2Seq) models
Word embeddings and tokenization strategies
Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTMs)
Attention Mechanism and its impact on translation

Advanced NMT Architectures

Transformer-based models
Training large-scale translation models
Fine-tuning pre-trained models for specific domains

Fundamentals of Speech Recognition

Basics of Speech Processing
Feature extraction

Training and Evaluating Speech Recognition Models

Dataset preparation for speech recognition
Handling noise and variations in speech

Deploying NMT and Speech Models

Optimizing models for deployment
Running speech and translation models on edge devices
Building APIs for real-time translation and speech processing

Case Studies and Hands-on

Lecture slides and research papers on NMT and Speech Recognition
Open-source datasets
Pre-trained models
Hands-on coding exercises

Hands-on lab assignments
Quizzes and assessments

This course is ideal for data scientists, AI engineers, linguists, and anyone interested in NLP and Speech AI.

ProgNXT Certification will be provided upon successful completion of all assessments and active participation.

NMT and Speech Recognition Training Events in ontario

Online Events

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More Upcoming Session Dates

October 2026

🌐 Online Instructor-Led

27th Oct 2026→28th Oct 2026

📍 Ontario, Canada

28th Oct 2026→29th Oct 2026

November 2026

📍 Ontario, Canada

3rd Nov 2026→4th Nov 2026

🌐 Online Instructor-Led

4th Nov 2026→5th Nov 2026

📍 Ontario, Canada

18th Nov 2026→19th Nov 2026

🌐 Online Instructor-Led

28th Nov 2026→29th Nov 2026

December 2026

🌐 Online Instructor-Led

1st Dec 2026→2nd Dec 2026

📍 Ontario, Canada

12th Dec 2026→13th Dec 2026

📍 Ontario, Canada

19th Dec 2026→20th Dec 2026

🌐 Online Instructor-Led

22nd Dec 2026→23rd Dec 2026

Events for other courses in Ontario, Canada

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NMT and Speech Recognition Training in Ontario