Added AC RMS filtering before inference, updated configs - #50
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ellinaho wants to merge 3 commits into
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some docstrings might be missing details/updated info...i will fix it along with the next function fixing commit |
kgarwoodsdzwa
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Jul 22, 2026
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implemented rms filtering before inference, also did power profiling and it reduced idle power consumption by 17% (when there are no noise changes). screenshots of analyzer in box.
in config, you can toggle the sensitivity of the filtering with thresh_multiplier, (the higher value the less sensitive), and also determine how much new weather changes impact ambient noise level each loop.
will use non detection noise changes to calculate new ambient. runs inference on both the trigger clip and the previous.
ended up not doing it with librosa but with numpy because librosa is better for fileprocessing instead of livestreaming?