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Transcription Sampler

Quickly test different transcription models on a short snippet (first 5 seconds) of your audio or video.
Compare speed and accuracy before processing the full file.
How it works
  1. Upload a file (audio or video, max 5 seconds will be used for preview).
  2. Select a model to see how it performs on the snippet.
  3. Transcribe and review the transcript and timing.
  4. When satisfied, use the main tool to process the full file and bleep words.
1

Upload Your File

Audio (MP3) or Video (MP4) supported. Only the first 5 seconds will be used for preview.

Drag and drop your audio or video file here or click to browse

2

Select Language & Model

3

Transcribe

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4

Review Transcription Results

✅ Ready to process the full file? Go to Main Tool