leviathangem / Break_time/Focus/Noise Public
Target: Cortex-M4F 80MHz 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.

Apply filters

Sample name Expected outcome Length Accuracy Result
typing-on-laptop-keyboard-1wav-14885_005 potential_focus_happening 5s 22% 5 uncertain, 2 noise, 2 potential_focus_happening
Show classification Show in data acquisition Show in feature explorer
typing-on-laptop-keyboard-1wav-14885_000 potential_focus_happening 5s 0% 6 uncertain, 3 noise
Show classification Show in data acquisition Show in feature explorer
typing-laptop-keyboard-2-79693_001 potential_focus_happening 5s 44% 5 uncertain, 4 potential_focus_happening
Show classification Show in data acquisition Show in feature explorer
mac-typing-6712_002 potential_focus_happening 5s 0% 6 uncertain, 3 noise
Show classification Show in data acquisition Show in feature explorer
typing-laptop-keyboard-2-79693_002 potential_focus_happening 5s 13% 7 uncertain, 1 potential_focus_happening
Show classification Show in data acquisition Show in feature explorer
typing-keyboard-sound-254462_003 potential_focus_happening 5s 56% 5 potential_focus_happening, 3 uncertain, 1 potential_break_happening
Show classification Show in data acquisition Show in feature explorer
typing-keyboard-sound-254462_001 potential_focus_happening 5s 100% 9 potential_focus_happening
Show classification Show in data acquisition Show in feature explorer
typing-on-laptop-39237_001 potential_focus_happening 3s 0% 3 uncertain, 1 noise
Show classification Show in data acquisition Show in feature explorer
keyboard-typing-sound-effect-335503_001 potential_focus_happening 3s 80% 4 potential_focus_happening, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
keyboard-typing-22490_011 potential_focus_happening 5s 33% 5 uncertain, 3 potential_focus_happening, 1 noise
Show classification Show in data acquisition Show in feature explorer
keyboard-typing-22490_006 potential_focus_happening 5s 11% 7 uncertain, 1 noise, 1 potential_focus_happening
Show classification Show in data acquisition Show in feature explorer
keyboard-typing-3-292593_000 potential_focus_happening 2s 0% 2 potential_break_happening, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
keyboard-typing-22490_003 potential_focus_happening 5s 33% 5 uncertain, 3 potential_focus_happening, 1 noise
Show classification Show in data acquisition Show in feature explorer
keyboard-typing-22490_007 potential_focus_happening 5s 22% 7 uncertain, 2 potential_focus_happening
Show classification Show in data acquisition Show in feature explorer
noise12.uvcljru.wav noise 1m 0s 100% 119 noise
Show classification Show in data acquisition Show in feature explorer
faucet1.v1m71av.wav potential_break_happening 1m 0s 100% 119 potential_break_happening
Show classification Show in data acquisition Show in feature explorer
Filter yielded no results, click to adjust the filter

Model testing output

Results

Model version:
Accuracy
78.16%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.99
Weighted average Precision 0.89
Weighted average Recall 0.86
Weighted average F1 score 0.84

Confusion matrix

Loading...

Feature explorer

Loading...
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy