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GPT Transcribe, Explained Simply

What GPT Transcribe is, what it does well, and what it costs โ€” released 2026-07-28 by OpenAI.

TLDR
  • OpenAI just released a new audio model designed to turn spoken words into accurate text.
  • It is built to handle audio files and live, real-time conversations.
  • You can give it custom keywords and context to help it understand specific topics better.
  • It supports multiple languages, so it isn't just for English.

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GPT Transcribe is an AI tool made by OpenAI that converts speech into text. It is designed for developers building apps, businesses that need accurate written records of meetings, or anyone who wants a reliable way to transcribe audio files and live conversations.

What it does well

  • File and live transcription: It is great at turning pre-recorded audio files into text, as well as transcribing live conversations as they happen (using the companion "Live" version for low-latency, meaning very little delay).
  • Custom keywords: You can give it "keyword hints." If you are talking about tricky names or specific industry terms, you can tell the AI to watch out for them so it spells them correctly.
  • Free-form context: You can give the AI background information about what is being talked about. This helps the model understand the situation and make smarter guesses when audio is unclear.
  • Multiple languages: It can handle audio in several different languages, not just one.

How it compares

  • Versus older OpenAI models: Previous OpenAI transcription tools mostly just took audio and spit out text. This new model is much more interactive because you can feed it context and keyword hints to guide the output, and it is built to handle both finished files and live streaming smoothly.

What it costs and what it can handle

  • The announcement does not list specific prices, file size limits, or exact languages, but it confirms the model handles both pre-recorded files and live audio streams.

Worth knowing

  • Right now, this looks like a tool for developers, meaning you interact with it through an API (the behind-the-scenes code that apps use to talk to each other) rather than a simple everyday website.
  • To get the live, real-time transcription, you have to use its sister model, GPT Live Transcribe, which is separate from the standard file version.

This is our plain-language summary. Read the complete, official notes on the OpenAI Audio official changelog โ†—.

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