Objective

To develop an e-learning platform that automatically translates lecture content (video, audio, or text) into local languages in real-time or post-processing, making education more accessible to students from diverse linguistic backgrounds.

Key Features

 Student Panel:

• Access lectures in preferred language

• Switch between original and translated language easily

• View subtitles or read translated transcripts alongside videos

• Save translated notes for offline reference

 Instructor Panel:

• Upload lectures with original audio/video

• Manage available translation languages

• Edit or verify automatically generated translations

• Monitor language-specific engagement statistics

 Admin Panel:

• Manage users and uploaded lecture content

• Monitor translation engine performance and accuracy

• Configure supported languages and translation models

• Generate reports on language usage and accessibility metrics

Tech Stack

Workflow (Step-by-Step)

1. Lecture Upload

• Instructor uploads video or audio lectures

• Backend stores original content securely

2. Audio Extraction & Transcription

• Extract audio track from video (if applicable)

• Convert speech to text using Speech-to-Text engine

• Generate initial transcript in original language

3. Translation

• NLP translation engine converts transcript into selected local language(s)

• Optional: Instructor reviews and corrects translations for accuracy

4. Subtitle & Video Integration

• Embed translated text as subtitles in video

• Optionally provide downloadable translated transcript

• Enable toggling between multiple languages

5. Student Access

• Students select preferred language on lecture interface

• View video with real-time or pre-processed translated subtitles

• Save or annotate translated transcripts

6. Optional Advanced Features

• Real-time translation during live lectures using streaming APIs

• Pronunciation support via Text-to-Speech for spoken translations

• Multi-language quizzes or exercises generated from lecture content

• Analytics on most accessed languages and user preferences