Transcribe
Minimal web UI for OpenAI Whisper API audio transcription
If you already have an OpenAI API key and just need a quick, no-frills transcription frontend, Transcribe delivers exactly that. It's not for beginners or anyone wanting a managed service, but for developers and researchers it's a clean, open-source way to access Whisper without overhead.
- Users with existing OpenAI API keys needing a quick transcription frontend
- Developers testing Whisper API without building a UI
- Privacy-conscious users who want data to go directly to OpenAI
- Open-source enthusiasts who prefer transparent code
- Users without an OpenAI API key
- Those seeking a managed service with built-in billing and support
- Users needing advanced features like speaker diarization or audio editing
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In short
Transcribe — Minimal web UI for OpenAI Whisper API audio transcription. Best for Users with existing OpenAI API keys needing a quick transcription frontend, Developers testing Whisper API without building a UI, Privacy-conscious users who want data to go directly to OpenAI. Free to use.
Viability Score
How likely is Transcribe to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- Supports 90+ languages for transcription
- Output formats: plain text, SRT, VTT
- Automatic language detection
- Manual language selection from extensive list
- Client-side API key management via localStorage
- Direct audio file upload from browser
- Minimal, single-page interface
- Open-source codebase on GitHub
About Transcribe
Transcribe is a single-page web application that provides a minimal, browser-based interface for using OpenAI's Whisper API to convert speech to text. It is designed for users who already have an OpenAI API key and want a quick, no-fuss way to transcribe audio files without building their own frontend. The app sends audio files directly to OpenAI's servers via your own API key, stored locally in your browser's localStorage. It supports over 90 languages with automatic or manual language selection and outputs transcription in plain text, SRT, or VTT subtitle formats. As an open-source tool (code on GitHub), it offers full transparency and no recurring subscription fees—just your own API usage costs. It lacks features like speaker diarization, audio editing, or collaboration tools, making it a streamlined option for developers, researchers, and API-savvy users who need lightweight, self-serve transcription. Unlike full SaaS platforms (e.g., Otter.ai, Rev), there's no billing, no account management, and no data storage on a third-party server—everything goes straight to OpenAI from your browser.
Behind the Verdict
Transcribe is the ultimate 'do one thing well' tool: it's literally a single HTML page that sends your audio to the Whisper API and returns text. We'd reach for this when we want to quickly transcribe a meeting recording or test speech-to-text without setting up a server or signing up for another SaaS monthly plan. You provide the API key, it saves to localStorage, and you're done. The language support is generous—over 90 languages listed—and you can switch between automatic detection (slower) or manual selection. Output in SRT or VTT is handy for subtitles. Where it bites: there's no diarization, no editing timeline, no file management. If you transcribe a lot, you'll notice the lack of batch processing—you upload one file at a time. Also, OpenAI's documentation explicitly warns against exposing API keys in client-side code, so security-minded users should be aware this is for personal, low-risk use only. Compared to something like MacWhisper or WhisperX, Transcribe is lighter but less capable offline—it depends entirely on the API. Best for quick one-offs and developers who want to peek at the code. Skip it if you need high-volume transcription or don't want to handle your own API billing.
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Use Cases
Models Under the Hood
Limitations
- Transcribe relies entirely on the user's own OpenAI API key and is subject to OpenAI's usage limits and pricing.
- It offers no built-in file management, collaboration, or editing tools.
- The app does not include any server-side processing; all transcription is handled by the Whisper API, so no offline or batch processing.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
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