Alabinjan / Nicla Audio Public
Target: Cortex-M4F 80MHz Clone this project

Test data

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Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome Length Accuracy Result
testing.6kf7ievt testing 5s 109 Human speech, 11 Background noise, 7 uncertain
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testing.6kf7g0hk testing 5s 58 Human speech, 43 Background noise, 26 uncertain
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clip_0_orig Drone 7s 121 drone, 31 Background noise, 27 Human speech, 10 uncertain
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clip_1_aug_1 Drone 7s 178 drone
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clip_4_aug_1 Drone 8s 207 drone
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clip_5_aug_0 Drone 7s 187 drone
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clip_7_orig Drone 7s 189 drone
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clip_7_aug_0 Drone 7s 184 drone
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clip_8_aug_0 Drone 7s 182 drone
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clip_10_aug_1 Drone 7s 180 drone
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clip_12_aug_0 Drone 7s 183 drone
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clip_18_aug_0 Drone 8s 209 drone
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clip_15_orig Drone 7s 189 drone
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clip_17_orig Drone 7s 189 drone
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clip_15_aug_1 Drone 7s 182 drone
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testing.6kf2fcem testing 5s 70 Human speech, 32 Background noise, 25 uncertain
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testing.6kf228t6 testing 5s 105 Human speech, 18 uncertain, 4 Background noise
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00026 Human speech 25s 99% 738 Human speech, 10 uncertain, 1 Background noise
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00022 Human speech 8s 100% 227 Human speech
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00019 Human speech 5s 97% 130 Human speech, 4 uncertain
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00006 Human speech 9s 100% 257 Human speech
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00015 Human speech 6s 97% 139 Human speech, 5 uncertain
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testing.6k01ot5e drone 5s 85% 108 drone, 15 uncertain, 4 Background noise
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testing.6k01m9s4 drone 5s 83% 105 drone, 15 uncertain, 7 Background noise
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drone drone 5s 85% 108 drone, 14 uncertain, 4 Background noise, 1 Human speech
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testing.6k0106kr Human speech 5s 99% 126 Human speech, 1 uncertain
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Membo_2_028-membo_002_ drone 1s 0% 2 Background noise
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mixed_11-bebop_000_ drone 1s 0% 2 uncertain
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extra_membo_D2_2014 drone 1s 0% 2 Background noise
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Membo_2_028-membo_003_ drone 1s 0% 1 Background noise, 1 uncertain
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extra_membo_D2_2026 drone 1s 0% 2 Background noise
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mixed_18-bebop_004_ drone 904ms 100% 1 drone
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mixed_19-bebop_002_ drone 1s 100% 2 drone
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mixed_23-bebop_000_ drone 1s 100% 2 drone
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mixed_26-bebop_002_ drone 1s 100% 2 drone
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mixed_21-bebop_000_ drone 1s 0% 1 Background noise, 1 uncertain
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mixed_34-bebop_002_ drone 1s 0% 2 uncertain
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mixed_41-bebop_000_ drone 1s 0% 2 uncertain
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mixed_45-bebop_004_ drone 904ms 100% 1 drone
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mixed_39-bebop_001_ drone 1s 100% 2 drone
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mixed_43-bebop_003_ drone 1s 0% 2 Background noise
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mixed_47-bebop_004_ drone 904ms 100% 1 drone
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mixed_54-bebop_000_ drone 1s 50% 1 drone, 1 uncertain
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mixed_58-bebop_003_ drone 1s 100% 2 drone
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mixed_membo_16-membo_003_ drone 1s 0% 2 uncertain
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mixed_57-bebop_003_ drone 1s 100% 2 drone
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mixed_58-bebop_004_ drone 904ms 100% 1 drone
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mixed_membo_19-membo_001_ drone 1s 0% 2 Background noise
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mixed_membo_29-membo_002_ drone 1s 0% 2 Background noise
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mixed_8-bebop_004_ drone 904ms 100% 1 drone
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mixed_membo_11-membo_002_ drone 1s 0% 2 uncertain
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mixed_membo_13-membo_003_ drone 1s 0% 1 Background noise, 1 uncertain
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mixed_membo_21-membo_003_ drone 1s 0% 2 Background noise
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mixed_membo_56-membo_002_ drone 1s 100% 2 drone
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mixed_membo_33-membo_003_ drone 1s 100% 2 drone
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mixed_membo_5-membo_004_ drone 904ms 0% 1 uncertain
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mixed_membo_41-membo_004_ drone 904ms 100% 1 drone
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mixed_membo_45-membo_000_ drone 1s 100% 2 drone
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mixed_membo_49-membo_002_ drone 1s 0% 2 Human speech
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mixed_membo_55-membo_001_ drone 1s 100% 2 drone
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mixed_membo_7-membo_001_ drone 1s 100% 2 drone
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mixed_membo_58-membo_000_ drone 1s 100% 2 drone
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mixed_membo_59-membo_001_ drone 1s 0% 2 Background noise
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testing.6jtblkjd human speech 5s 91 Human speech, 25 uncertain, 11 Background noise
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testing.6jtavv98 background noise 5s 121 Background noise, 3 Human speech, 3 uncertain
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testing.6jtaptl9 Human speech 5s 100% 127 Human speech
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testing.6jtai88u background noise 5s 126 Background noise, 1 Human speech
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Model testing output

Results

Model version:
Accuracy
94.71%

Metrics for Classifier

Metric Value
Weighted average Precision 0.99
Weighted average Recall 0.96
Weighted average F1 score 0.98

Confusion matrix

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Feature explorer

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