Sanskriti-Flow

Project Description
SanskritiFlow is an AI-powered video localization platform designed to make education accessible across language barriers. It takes a source lecture video (including YouTube links), transcribes speech, translates the content into a target language, generates natural-sounding dubbed audio, and produces synchronized subtitles. The platform then creates a localized output video and learning aids like quizzes, so students can understand and retain concepts in their preferred language.

What It Solves

• Many high-quality learning resources are unavailable in regional languages.

• Manual translation, dubbing, and subtitle creation are slow and expensive.

• Learners struggle when content language differs from their native language.

Core Capabilities

• Automatic transcription of source speech.

• AI translation with quality checks for education context.

• Voice generation/clone-based dubbing for localized audio tracks.

• Subtitle generation (.srt) and synchronized video output.

• Optional AR-style visual labeling and content enhancement.

• Auto-generated quizzes to support revision and assessment.

• Job-based processing pipeline for scalable backend execution.

How It Works

• Input video URL/file is processed through a multi-stage backend pipeline.

• Audio and text are extracted, translated, validated, and converted to speech.

• Localized audio is merged with video; subtitles are provided as external files.

• Final assets are returned as downloadable outputs with job tracking.

Who It’s For

• EdTech platforms, teachers, coaching institutes, and universities.

• Students in multilingual regions who need localized explanations.

• Content creators who want to reach broader language audiences quickly.

Outcome
SanskritiFlow enables faster, scalable, and cost-effective multilingual education delivery—helping the same lecture reach more learners with better comprehension.