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spencer tipping datasci compsci linux research hardware github linkedin ssh pubkey datasci ni for audio ni includes all the basic tools required to stream compressed audio into a binary reader, export samples, and stream batches of those into NumPy for windowed FFT processing. Those can be visualized directly in the web UI. Using the Fourier transform for data forensics This one completely surprised me. I was looking for the exact spacing being applied to some data and started seeing all kinds of interesting stuff in the high-frequency range: spikes at 2 17 and 2 18 indicating single-precision truncation, powers of ten indicating digit truncation, and in another (not yet published) analysis, 1/60 and 1/3600 from truncated DMS encoding. Rendering OSM's full history in 4k How to produce a YouTube video of OSM's full history starting with the planet download. Uses gnuplot, ffmpeg, Image...
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