Voice Screening Model
Non-invasive voice analysis demo (research use)

Rupangi

Predicted: Benign Actual: Not set

Patient info

Age
28
Gender
female
Recorded
2026-03-17 17:08:46.254477 (UTC)
Duration
4.27 sec

Model prediction

Predicted: Benign

Probabilities

  • Benign0.846
  • Malignant0.115
  • Normal0.039

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean212.425748
f0_median213.360903
f0_min208.487733
f0_max213.360903
f0_range4.873170
f0_sd1.482208
jitter_local0.011639
jitter_rap0.003859
jitter_ppq50.001643
shimmer_local0.030242
shimmer_apq30.017409
shimmer_apq50.012328
shimmer_apq110.015876
hnr_mean19.293956
cpp_mean17.484421
spectral_centroid1477.246405
spectral_flatness0.000937
zcr0.105573
spectral_rolloff_852598.980713
ltas_0_1k0.320353
ltas_1_2k0.667683
ltas_2_4k0.007510
ltas_4_8k0.002397

Key markers include F0 Max, Shimmer APQ3/APQ5, CPP, and LTAS 0–1k.

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Benign Benign: 0.846 Malignant: 0.115 Normal: 0.039
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.