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Fact · Speech recognition

480000samples per 30-second chunk

In the open-source Whisper code, a chunk of 30 seconds at a sample rate of 16,000 per second is 480,000 samples.

Checked against its source on October 17, 2026

In the source's own words

“N_SAMPLES = CHUNK_LENGTH * SAMPLE_RATE # 480000 samples in a 30-second chunk”

whisper/audio.py: the audio constants and log-Mel code in the openai/whisper repository, OpenAI, GitHub, openai/whisper repository (main branch), 2022, Module constants, audio.py.

Open the original
What it measures
The constants sit at the top of the file that converts audio into the spectrogram the model reads.
What it does not show
The number is the code's own comment for the open-source Whisper release. It does not say how long a real recording takes to transcribe.

Source

A 30-second Whisper chunk is 480,000 samples | Yap