Anshuman Fauzdar / Predictive_Audio Public
Target: Sony Spresense (Cortex-M4F 156MHz) Clone this project

Test data

Set thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
background.2oc2930o background 50s 100% 50 background
Show classification Show in data acquisition
background.2oc25opj background 50s 100% 50 background
Show classification Show in data acquisition
fanDisturbance.2oc1vmjr fanDisturbance 50s 100% 50 fanDisturbance
Show classification Show in data acquisition
fanDisturbance.2oc1sn7h fanDisturbance 50s 100% 50 fanDisturbance
Show classification Show in data acquisition
fanNoise.2oc0s9al fanNoise 50s 100% 50 fanNoise
Show classification Show in data acquisition
fanNoise.2oc0n93h fanNoise 50s 100% 50 fanNoise
Show classification Show in data acquisition
fanNoise.2oc0jo6m fanNoise 50s 100% 50 fanNoise
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
100.00%

Confusion matrix

backgroundfanDisturbancefanNoiseuncertain
background100%0%0%0%
fanDisturbance0%100%0%0%
fanNoise0%0%100%0%
f1 score1.001.001.00

Feature explorer

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