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

reeta

Predicted: Benign Actual: Not set

Patient info

Age
45
Gender
female
Recorded
2026-02-18 15:48:32.684204 (UTC)
Duration
4.78 sec

Model prediction

Predicted: Benign

Probabilities

  • Benign0.795
  • Malignant0.180
  • Normal0.025

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean226.603682
f0_median221.614965
f0_min187.377308
f0_max284.088668
f0_range96.711360
f0_sd27.908182
jitter_local0.022936
jitter_rap0.012435
jitter_ppq50.013648
shimmer_local0.148017
shimmer_apq30.064112
shimmer_apq50.093396
shimmer_apq110.167184
hnr_mean8.767508
cpp_mean9.462623
spectral_centroid2248.015091
spectral_flatness0.011138
zcr0.122764
spectral_rolloff_854213.115387
ltas_0_1k0.797386
ltas_1_2k0.126031
ltas_2_4k0.055417
ltas_4_8k0.014461

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Benign Benign: 0.790 Malignant: 0.187 Normal: 0.024
2 1.5s – 4.5s Benign Benign: 0.800 Malignant: 0.174 Normal: 0.026
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.