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

fatima

Predicted: Benign Actual: Not set

Patient info

Age
49
Gender
female
Recorded
2026-02-24 17:36:57.024338 (UTC)
Duration
8.02 sec

Model prediction

Predicted: Benign

Probabilities

  • Benign0.691
  • Malignant0.290
  • Normal0.019

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean239.226987
f0_median232.627992
f0_min208.232336
f0_max275.421254
f0_sd22.724495
f0_range67.188918
jitter_local0.057116
jitter_rap0.030586
jitter_ppq50.037730
shimmer_local0.193472
shimmer_apq30.078141
shimmer_apq50.109311
shimmer_apq110.169629
hnr_mean4.125595
cpp_mean5.851214
spectral_centroid2399.828022
spectral_flatness0.007865
zcr0.147379
spectral_rolloff_854140.825176
ltas_0_1k0.277746
ltas_1_2k0.420407
ltas_2_4k0.253317
ltas_4_8k0.044525

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Malignant Benign: 0.110 Malignant: 0.881 Normal: 0.009
2 1.5s – 4.5s Benign Benign: 0.903 Malignant: 0.078 Normal: 0.018
3 3.0s – 6.0s Benign Benign: 0.873 Malignant: 0.103 Normal: 0.024
4 4.5s – 7.5s Benign Benign: 0.879 Malignant: 0.097 Normal: 0.025
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.