openai/gpt-4o-transcribe 📝🖼️🔢 → 📝

⭐ Official ▶️ 13.2K runs 📅 May 2025 ⚙️ Cog 0.16.8 ⚖️ License
speech-to-text

About

A speech-to-text model that uses GPT-4o to transcribe audio

Example Output

Output

So we just added GPT-4o transcribe to Replicate and thought you'd want to know. It's basically a speech-to-text model that uses GPT-4o to turn your audio into text. The cool thing is that it's noticeably better than the Whisper models we've been using, fewer errors, better at recognizing different languages, and just more accurate overall. If you've ever been frustrated with transcripts that mess up technical terms or struggle with different accents, you'll probably appreciate this upgrade. It just works better. Some quick tech specs if you're curious. It has a 16,000 token context window, which means it can handle longer audio clips in one go. And it can output up to 2,000 tokens, so you'll get nice complete transcripts. The model's knowledge is current up to June 2024, so it's pretty up-to-date with language and terminology.

Performance Metrics

2.89s Prediction Time
2.90s Total Time
All Input Parameters
{
  "language": "en",
  "audio_file": "https://replicate.delivery/xezq/XoxHeakty0z3KKc46cMLPKC2ct54ekT3EtvcwDQuRIuxfJdpA/tmpsglqtqn5.mp3",
  "temperature": 0
}
Input Parameters
prompt Type: string
An optional text to guide the model's style or continue a previous audio segment. The prompt should match the audio language.
language Type: string
The language of the input audio. Supplying the input language in ISO-639-1 (e.g. en) format will improve accuracy and latency.
audio_file (required) Type: string
The audio file to transcribe. Supported formats: mp3, mp4, mpeg, mpga, m4a, ogg, wav, or webm
temperature Type: numberDefault: 0Range: 0 - 1
Sampling temperature between 0 and 1
Output Schema

Output

Type: arrayItems Type: string

Example Execution Logs
Input audio duration: 54.756 seconds
Input token count: 912
Output token count: 174
Total token count: 1086
TTFT: 1.38s
Version Details
Version ID
cf92fe5e0d9a451f2c47c58883af0ff92e3908c138239d8cba7f8646e99657bc
Version Created
October 13, 2025
Run on Replicate →