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ClassifAI Documentation

Introduction

Welcome to the ClassifAI documentation! ClassifAI is an educational senior design project aimed at assisting teachers in transcribing and analyzing audio or video content. It provides a powerful tool for automatically transcribing teacher's audio or video recordings and analyzing the questions asked by students, classifying them based on their level of inquiry.

Features

ClassifAI offers the following key features:

  • Audio/Video Transcription: ClassifAI utilizes advanced speech recognition algorithms to transcribe audio or video recordings of teachers' lessons.
  • Question Analysis: The system analyzes the questions asked by students during the lesson and provides insights into their level of inquiry.
  • Classification: ClassifAI classifies the questions into different categories based on their level of inquiry, such as basic, intermediate, and advanced.
  • Dashboard: The system provides a user-friendly dashboard to visualize and explore the transcriptions and question analysis results.

Getting Started

To get started with ClassifAI, follow these steps:

  1. Install ClassifAI on your local machine or access it through the provided web interface.
  2. Upload your audio or video recordings of the lesson you want to transcribe and analyze.
  3. Wait for the system to process the recordings and generate the transcriptions.
  4. Explore the transcriptions and analyze the questions asked by students using the provided dashboard.
  5. Use the classification results to gain insights into the level of inquiry of the questions asked during the lesson.

Usage

Uploading Recordings

To transcribe and analyze your lesson recordings, follow these steps:

  1. Log in to the ClassifAI system using your credentials.
  2. Navigate to the "Upload" section.
  3. Select the audio or video recordings you want to upload.
  4. Click on the "Upload" button to start the upload process.
  5. Wait for the system to process the recordings and generate the transcriptions.

Analyzing Questions

To analyze the questions asked by students during the lesson, follow these steps:

  1. Navigate to the "Question Analysis" section.
  2. Select the transcriptions you want to analyze.
  3. Click on the "Analyze" button to start the analysis process.
  4. Explore the question analysis results, including the classification of questions based on their level of inquiry.

Conclusion

ClassifAI is a powerful tool for teachers to transcribe and analyze their lesson recordings, providing valuable insights into the level of inquiry of the questions asked by students. By leveraging advanced speech recognition and machine learning techniques, ClassifAI aims to enhance the teaching and learning experience in educational settings.

For more information, refer to the ClassifAI GitHub repository or contact our support team at tcuclassifai@gmail.com