Audio dataset for training coffee first crack detection models. Contains 10-second WAV chunks from coffee roasting recordings, labelled as first_crack (popping/cracking sounds) or no_first_crack (background roast noise).

Model: syamaner/coffee-first-crack-detection Source code: github.com/syamaner/coffee-first-crack-detection Project home & essays: sertan.com/work How this was built:

Part 1 — The Architecture & The Agent — Spec-Driven ML… See the full description on the dataset page: https://huggingface.co/datasets/syamaner/coffee-first-crack-audio.