Selection and Implementation of AI Models: Speech2Summary

Overview

On 11th July, 2023, the first KISZ workshop on "Pre-trained AI Models:

The speech-to-summary example" takes place. The contents of the workshop will be prepared in this Background Talk format, which is open to all interested parties.

Syllabus

• Introduction to AI Model Selection
Overview of AI model selection
Importance of selecting the right model for the task
• Understanding Pre-trained AI Models
Definition and benefits of pre-trained models
Examples of pre-trained models in natural language processing
• Speech-to-Summary AI Models
Overview of speech-to-summary task
Current state-of-the-art models for speech summarization
• Workshop on Pre-trained AI Models
Objectives of the KISZ workshop
Key topics discussed in the workshop
• Practical Considerations for Model Implementation
Steps in implementing AI models for speech summarization
Common challenges and how to address them
• Case Studies and Examples
Real-world applications of speech-to-summary models
Success stories and lessons learned
• Hands-On Session
Guided exercise on using a pre-trained speech-to-summary model
Tools and platforms for model deployment
• Evaluation and Performance Metrics
Metrics for evaluating speech summarization models
How to conduct performance evaluation in practice
• Conclusion and Next Steps
Recap of key learnings from the course
Suggestions for further reading and exploration
• Q&A and Discussion Session
Addressing participant queries
Open floor for discussion and sharing experiences

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Taught by

AI Service Center Team

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Subjects

Artificial Intelligence