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Can ChatGPT transcribe audio? Short clips, yes. Long recordings, no

· 3 min read · NoCutoff

Short answer: sometimes, for a short and clear clip. For an hour-long interview, a recorded meeting or a lecture, a chatbot is the wrong tool: uploads are limited, long recordings come back shortened, and you do not reliably get speaker labels or timestamps.

What a chatbot does well

Some chat assistants accept an audio file. Give one a two-minute voice memo with a single clear voice and you can get usable text back. Chatbots are also good at what comes after transcription: once you have the text, they can summarize it, pull out action items or turn it into an email. If your recording is short and you only need the gist, that may be all you need.

Where it goes wrong

  • Upload limits. Assistants that take audio cap the size and length of the file, and some do not take audio at all. A long recording often has to be cut into pieces and fed in one at a time.
  • Shortened text. A chat window is built to give an answer, not to hand back forty pages. On a long recording the assistant tends to condense, skip stretches or stop partway.
  • No reliable speakers. In an interview or a meeting you need to know who said what. Chatbots do not label speakers reliably, so you end up checking each change of voice against the audio.
  • No reliable timestamps. Without the time of each line you cannot jump back to the audio to check a quote, and you cannot make subtitles.
  • No file to work with. You get text in a chat, not a subtitle file or a document you can hand to someone.

The shortened text is the hardest to notice. A condensed transcript reads smoothly, so nothing tells you that ten minutes in the middle are missing.

Why this happens

Turning speech into text takes a speech recognition model and real processing time on the audio. Working out who is speaking is a further step on top of that. A general chat assistant is set up to answer a message within limits on how much it can take in and how much it can write back. A long recording runs past both.

A dedicated speech-to-text tool is built the other way around: it processes the whole file, keeps the timing of every line, separates the voices, and stores the result as a document you can edit and export.

How to test it yourself

Take a recording you know, at least twenty minutes long, with two people talking.

  1. Ask a chatbot to transcribe it word for word, with speaker names and timestamps.
  2. Note whether the upload is accepted at all.
  3. Find a sentence you remember from near the end and search for it in the result.
  4. Check three speaker changes against the audio.

If the late sentence is there and the speakers are right, your recording is in the easy category. If the text thins out toward the end, you have a summary, not a transcript.

What to use instead

Use a tool built for long recordings. Our Long Audio & Video to Text tool splits the recording into parts, transcribes each part in full with timestamps, and joins them in order. The first part is free; the whole recording of up to six hours is one payment.

You can start free without an account, with 1 transcription a day. One full recording, up to 10 hours and 5 GB, is $5, paid once, with no subscription. There is also an Unlimited plan at $20 a month, or $10 a month billed yearly.

Long jobs, no cut-off.

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