Course Outline

Introduction to Multimodal AI for Translation and Language Processing

  • What is multimodal AI?
  • Applications in translation, transcription, and communication
  • Overview of real-time AI-powered translation systems

Speech-to-Text and Speech Recognition Technologies

  • Automatic Speech Recognition (ASR) fundamentals
  • AI-powered transcription models (Whisper, Google Speech-to-Text)
  • Challenges in multilingual speech processing

Text Processing and Neural Machine Translation

  • Introduction to machine translation (MT)
  • Neural machine translation (NMT) models and architectures
  • Fine-tuning translation models for specific domains

Integrating Computer Vision for Multimodal Translation

  • Image-to-text translation (OCR-based AI models)
  • Real-time sign language recognition
  • Translating text from images and videos

Building a Real-Time AI Translation System

  • Connecting speech, text, and visual inputs for translation
  • Using AI APIs for real-time multilingual communication
  • Developing a prototype real-time translation assistant

Deploying AI-Powered Translation in Business Applications

  • Automating multilingual customer support
  • Enhancing business communication with AI-driven translation
  • AI-powered accessibility for global users

Challenges and Ethical Considerations

  • Bias and accuracy in AI language models
  • Data privacy and security concerns
  • Legal and ethical implications of AI translation

Future Trends in AI for Language Processing

  • Advancements in real-time translation models
  • AI-driven language learning and cross-cultural communication
  • Emerging applications of multimodal AI in global industries

Summary and Next Steps

Requirements

  • Basic understanding of natural language processing (NLP)
  • Experience with Python programming
  • Familiarity with AI APIs and cloud-based services

Audience

  • Linguists
  • AI researchers
  • Software developers
  • Business professionals in global markets
 14 Hours

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Price per participant

Provisional Upcoming Courses (Require 5+ participants)

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