Edge Impulse Experts / cough-monitor-audio (Created by Eivind Holt) Public
Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

Test data

Set confidence 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
testing.33ocun3o testing 10s 19 noise
Show classification Show in data acquisition
testing.33octjkl testing 10s 19 noise
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testing.33ocs3s4 testing 10s 12 noise, 7 cough
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testing.33ocp6fu testing 10s 11 cough, 5 noise, 3 uncertain
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testing.33ob6ma0 testing 10s 10 cough, 8 noise, 1 uncertain
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cough.33oals0v.s10 cough 300ms 100% 1 cough
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cough.33oals0v.s9 cough 300ms 100% 1 cough
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cough.33oals0v.s8 cough 300ms 100% 1 cough
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cough.33oals0v.s7 cough 300ms 100% 1 cough
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cough.33oals0v.s6 cough 300ms 100% 1 cough
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cough.33oals0v.s5 cough 300ms 100% 1 cough
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cough.33oals0v.s4 cough 300ms 100% 1 cough
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cough.33oals0v.s3 cough 300ms 100% 1 cough
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cough.33oals0v.s2 cough 300ms 100% 1 cough
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cough.33oals0v.s1 cough 300ms 100% 1 cough
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cough.33oahf7o.s11 cough 250ms 100% 1 cough
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cough.33oahf7o.s10 cough 250ms 100% 1 cough
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cough.33oahf7o.s9 cough 250ms 100% 1 cough
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cough.33oahf7o.s8 cough 250ms 100% 1 cough
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cough.33oahf7o.s7 cough 250ms 100% 1 cough
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cough.33oahf7o.s6 cough 250ms 100% 1 cough
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cough.33oahf7o.s5 cough 250ms 100% 1 cough
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cough.33oahf7o.s4 cough 250ms 100% 1 cough
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cough.33oahf7o.s3 cough 250ms 100% 1 cough
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cough.33oahf7o.s2 cough 250ms 100% 1 cough
Show classification Show in data acquisition
cough.33oahf7o.s1 cough 250ms 100% 1 cough
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noise.33oa7n12.s21 noise 250ms 100% 1 noise
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noise.33oa7n12.s20 noise 250ms 100% 1 noise
Show classification Show in data acquisition
noise.33oa7n12.s19 noise 353ms 100% 1 noise
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noise.33oa7n12.s18 noise 250ms 100% 1 noise
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noise.33oa7n12.s17 noise 250ms 100% 1 noise
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noise.33oa7n12.s16 noise 250ms 100% 1 noise
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noise.33oa7n12.s15 noise 250ms 100% 1 noise
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noise.33oa7n12.s14 noise 250ms 100% 1 noise
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noise.33oa7n12.s13 noise 352ms 100% 1 noise
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noise.33oa7n12.s12 noise 250ms 100% 1 noise
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noise.33oa7n12.s11 noise 243ms 100% 1 noise
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noise.33oa7n12.s10 noise 244ms 100% 1 noise
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noise.33oa7n12.s9 noise 392ms 100% 1 noise
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noise.33oa7n12.s8 noise 523ms 100% 1 noise
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noise.33oa7n12.s7 noise 250ms 0% 1 cough
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noise.33oa7n12.s6 noise 250ms 100% 1 noise
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noise.33oa7n12.s5 noise 345ms 100% 1 noise
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noise.33oa7n12.s4 noise 250ms 100% 1 noise
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noise.33oa7n12.s3 noise 250ms 100% 1 noise
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noise.33oa7n12.s2 noise 357ms 100% 1 noise
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noise.33oa7n12.s1 noise 250ms 100% 1 noise
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noise.33o9tsk7.s16 noise 1s 100% 1 noise
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noise.33o9tsk7.s15 noise 1s 100% 1 noise
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noise.33o9tsk7.s14 noise 1s 100% 1 noise
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noise.33o9tsk7.s13 noise 368ms 100% 1 noise
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noise.33o9tsk7.s12 noise 422ms 100% 1 noise
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noise.33o9tsk7.s11 noise 339ms 100% 1 noise
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noise.33o9tsk7.s10 noise 586ms 100% 1 noise
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noise.33o9tsk7.s9 noise 555ms 100% 1 noise
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noise.33o9tsk7.s8 noise 483ms 100% 1 noise
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noise.33o9tsk7.s7 noise 1s 100% 1 noise
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noise.33o9tsk7.s6 noise 420ms 100% 1 noise
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noise.33o9tsk7.s5 noise 214ms 100% 1 noise
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noise.33o9tsk7.s4 noise 378ms 100% 1 noise
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noise.33o9tsk7.s3 noise 1s 100% 1 noise
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noise.33o9tsk7.s2 noise 646ms 100% 1 noise
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noise.33o9tsk7.s1 noise 364ms 100% 1 noise
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cough.33bklgmt.s5 cough 547ms 0% 1 noise
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noise.33jclbck.s16 noise 145ms 100% 1 noise
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noise.33jclbck.s15 noise 152ms 100% 1 noise
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noise.33jclbck.s14 noise 121ms 100% 1 noise
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noise.33jclbck.s13 noise 226ms 100% 1 noise
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noise.33jclbck.s12 noise 204ms 100% 1 noise
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noise.33jclbck.s11 noise 205ms 100% 1 noise
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noise.33jclbck.s10 noise 234ms 100% 1 noise
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noise.33jclbck.s9 noise 288ms 100% 1 noise
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noise.33jclbck.s8 noise 204ms 100% 1 noise
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noise.33jclbck.s7 noise 234ms 100% 1 noise
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noise.33jclbck.s6 noise 158ms 100% 1 noise
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noise.33jclbck.s5 noise 282ms 100% 1 noise
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noise.33jclbck.s4 noise 252ms 100% 1 noise
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noise.33jclbck.s3 noise 200ms 100% 1 noise
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noise.33jclbck.s2 noise 234ms 100% 1 noise
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noise.33jclbck.s1 noise 234ms 100% 1 noise
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noise.33jcg0ps.s16 noise 491ms 100% 1 noise
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noise.33jcg0ps.s15 noise 493ms 100% 1 noise
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noise.33jcg0ps.s14 noise 349ms 100% 1 noise
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noise.33jcg0ps.s13 noise 450ms 100% 1 noise
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noise.33jcg0ps.s12 noise 265ms 100% 1 noise
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noise.33jcg0ps.s11 noise 461ms 100% 1 noise
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noise.33jcg0ps.s10 noise 277ms 100% 1 noise
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noise.33jcg0ps.s9 noise 257ms 100% 1 noise
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noise.33jcg0ps.s8 noise 494ms 100% 1 noise
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noise.33jcg0ps.s7 noise 358ms 100% 1 noise
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noise.33jcg0ps.s6 noise 440ms 100% 1 noise
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noise.33jcg0ps.s5 noise 211ms 100% 1 noise
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noise.33jcg0ps.s4 noise 337ms 100% 1 noise
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noise.33jcg0ps.s3 noise 335ms 100% 1 noise
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noise.33jcg0ps.s2 noise 354ms 100% 1 noise
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noise.33jcg0ps.s1 noise 296ms 100% 1 noise
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cough.33jcdj5l.s9 cough 141ms 100% 1 cough
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cough.33jcdj5l.s8 cough 442ms 100% 1 cough
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cough.33jcdj5l.s7 cough 437ms 100% 1 cough
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cough.33jcdj5l.s6 cough 488ms 100% 1 cough
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cough.33jcdj5l.s5 cough 523ms 100% 1 cough
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cough.33jcdj5l.s4 cough 440ms 100% 1 cough
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cough.33jcdj5l.s3 cough 430ms 100% 1 cough
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cough.33jcdj5l.s2 cough 451ms 100% 1 cough
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cough.33jcdj5l.s1 cough 399ms 100% 1 cough
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cough.33jbpui4.s19 noise 132ms 100% 1 noise
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cough.33jbpui4.s18 noise 84ms 100% 1 noise
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cough.33jbpui4.s17 noise 80ms 100% 1 noise
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cough.33jbpui4.s16 noise 72ms 100% 1 noise
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cough.33jbpui4.s15 noise 92ms 100% 1 noise
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cough.33jbpui4.s14 noise 111ms 100% 1 noise
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cough.33jbpui4.s13 noise 123ms 100% 1 noise
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cough.33jbpui4.s12 noise 111ms 100% 1 noise
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cough.33jbpui4.s11 noise 131ms 100% 1 noise
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cough.33jbpui4.s10 noise 121ms 100% 1 noise
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cough.33jbpui4.s9 noise 123ms 100% 1 noise
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cough.33jbpui4.s8 noise 142ms 100% 1 noise
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cough.33jbpui4.s7 noise 102ms 100% 1 noise
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cough.33jbpui4.s6 noise 59ms 100% 1 noise
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cough.33jbpui4.s5 noise 121ms 100% 1 noise
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cough.33jbpui4.s4 noise 102ms 100% 1 noise
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cough.33jbpui4.s3 noise 64ms 100% 1 noise
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cough.33jbpui4.s2 noise 142ms 100% 1 noise
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cough.33jbpui4.s1 noise 213ms 100% 1 noise
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cough.33bklgmt.s3.s3 cough 37ms 0% 1 noise
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cough.33dvc9s3.s7 noise 440ms 100% 1 noise
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cough.33dvc9s3.s10 noise 524ms 100% 1 noise
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cough.33fvp7ke.s11 cough 317ms 100% 1 cough
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cough.33fvp7ke.s10 cough 286ms 100% 1 cough
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cough.33fvp7ke.s9 cough 308ms 100% 1 cough
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cough.33fvp7ke.s8 cough 307ms 100% 1 cough
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cough.33fvp7ke.s7 cough 348ms 100% 1 cough
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cough.33fvp7ke.s6 cough 320ms 100% 1 cough
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cough.33fvp7ke.s5 cough 379ms 100% 1 cough
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cough.33fvp7ke.s4 cough 429ms 100% 1 cough
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cough.33fvp7ke.s3 cough 367ms 100% 1 cough
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cough.33fvp7ke.s2 cough 332ms 100% 1 cough
Show classification Show in data acquisition
cough.33fvp7ke.s1 cough 337ms 100% 1 cough
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cough.33fvjrps.s8 cough 348ms 100% 1 cough
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cough.33fvjrps.s7 cough 399ms 100% 1 cough
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cough.33fvjrps.s6 cough 415ms 100% 1 cough
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cough.33fvjrps.s5 cough 358ms 100% 1 cough
Show classification Show in data acquisition
cough.33fvjrps.s4 cough 379ms 100% 1 cough
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cough.33fvjrps.s3 cough 309ms 100% 1 cough
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cough.33fvjrps.s2 cough 492ms 100% 1 cough
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cough.33fvjrps.s1 cough 327ms 100% 1 cough
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cough.33fv4lua.s7 cough 363ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv4lua.s6 cough 491ms 100% 1 cough
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cough.33fv4lua.s5 cough 386ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv4lua.s4 cough 390ms 100% 1 cough
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cough.33fv4lua.s3 cough 687ms 100% 1 cough
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cough.33fv4lua.s2 cough 466ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv4lua.s1 cough 369ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s8 cough 399ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s7 cough 440ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s6 cough 564ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s5 cough 527ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s4 cough 491ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s3 cough 409ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s2 cough 429ms 100% 1 cough
Show classification Show in data acquisition
cough.33fv3veq.s1 cough 346ms 100% 1 cough
Show classification Show in data acquisition
noise.33e25em0.s9 noise 1s 100% 1 noise
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noise.33e25em0.s8 noise 1s 100% 1 noise
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noise.33e25em0.s7 noise 1s 100% 1 noise
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noise.33e25em0.s6 noise 1s 100% 1 noise
Show classification Show in data acquisition
noise.33e25em0.s5 noise 1s 100% 1 noise
Show classification Show in data acquisition
noise.33e25em0.s4 noise 1s 100% 1 noise
Show classification Show in data acquisition
noise.33e25em0.s3 noise 1s 100% 1 noise
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noise.33e25em0.s2 noise 1s 100% 1 noise
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noise.33e25em0.s1 noise 1s 100% 1 noise
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cough.33dvmgjp.s13 cough 321ms 0% 1 noise
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cough.33dvmgjp.s12 cough 461ms 100% 1 cough
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cough.33dvmgjp.s11 cough 813ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s10 cough 308ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s9 cough 452ms 100% 1 cough
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cough.33dvmgjp.s8 cough 286ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s7 cough 506ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s6 cough 463ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s5 cough 442ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s4 cough 442ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s3 cough 289ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s2 cough 492ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvmgjp.s1 cough 446ms 100% 1 cough
Show classification Show in data acquisition
cough.33dvc9s3.s9 noise 349ms 100% 1 noise
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cough.33dvc9s3.s8 noise 399ms 100% 1 noise
Show classification Show in data acquisition
cough.33dvc9s3.s6 noise 402ms 100% 1 noise
Show classification Show in data acquisition
cough.33dvc9s3.s5 noise 343ms 100% 1 noise
Show classification Show in data acquisition
cough.33dvc9s3.s4 noise 293ms 100% 1 noise
Show classification Show in data acquisition
cough.33dvc9s3.s3 noise 286ms 100% 1 noise
Show classification Show in data acquisition
cough.33dvc9s3.s2 noise 409ms 100% 1 noise
Show classification Show in data acquisition
cough.33dvc9s3.s1 noise 327ms 100% 1 noise
Show classification Show in data acquisition
cough.33bklgmt.s2.s3 cough 273ms 0% 1 noise
Show classification Show in data acquisition
cough.33bklgmt.s2.s2 cough 222ms 0% 1 noise
Show classification Show in data acquisition
cough.33bklgmt.s2.s1 cough 283ms 100% 1 cough
Show classification Show in data acquisition
cough.33bklgmt.s1.s2 cough 261ms 0% 1 noise
Show classification Show in data acquisition
cough.33bklgmt.s1.s1 cough 160ms 0% 1 noise
Show classification Show in data acquisition
cough.33bklgmt.s3.s2 cough 270ms 100% 1 cough
Show classification Show in data acquisition
cough.33bklgmt.s3.s1 cough 310ms 100% 1 cough
Show classification Show in data acquisition
cough.33bklgmt.s4.s3 cough 496ms 0% 1 noise
Show classification Show in data acquisition
cough.33bklgmt.s4.s1 cough 155ms 100% 1 cough
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
95.38%

Confusion matrix

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Feature explorer

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