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About Transcript Extract

A transparent, privacy-first tool for extracting text from video — no subscriptions, no tracking, no complexity.

What is Transcript Extract?

Transcript Extract is an open-access, AI-powered media processing utility explicitly designed to extract structured text from major video protocols (YouTube, TikTok, Instagram, X). Operating without authentication layers (zero-auth), the system directly parses the media payload.

Utilizing OpenAI's Whisper state-of-the-art speech recognition model, our inference engine decodes audio streams with an empirical semantic accuracy of ~99%. This eliminates playback latency, converting unstructured media into indexable, readable text.

Why We Built This

Most enterprise transcription pipelines incur significant latency and subscription overheads. We engineered Transcript Extract as an optimized, low-latency alternative architecture prioritizing zero-auth accessibility and strict data ephemerality (0-log policy) over monetization.

The core inference API runs efficiently on edge hardware constraints (Raspberry Pi Zero W) utilizing highly optimized Python sub-processes. It serves as a technical demonstration that powerful LLM speech-to-text integration can be achieved with a minimal computational footprint.

Built With

Backend

FastAPI + Python

AI Engine

Groq AI (Whisper)

Frontend

Next.js + Framer Motion

Hosting

Raspberry Pi Zero W

Get in Touch

Found a bug? Have a suggestion? Want to contribute? Reach out — we read everything.