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

deepankar

Predicted: Malignant Actual: Not set

Patient info

Age
46
Gender
male
Recorded
2026-02-24 17:44:22.820218 (UTC)
Duration
8.96 sec

Model prediction

Predicted: Malignant

Probabilities

  • Benign0.353
  • Malignant0.630
  • Normal0.017

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean64.779040
f0_median64.541358
f0_min62.342842
f0_max67.204473
f0_sd1.976523
f0_range4.861631
jitter_local0.045152
jitter_rap0.023930
jitter_ppq50.023755
shimmer_local0.182922
shimmer_apq30.090958
shimmer_apq50.095262
shimmer_apq110.024915
hnr_mean2.939324
cpp_mean7.055919
spectral_centroid3613.803647
spectral_flatness0.020561
zcr0.252850
spectral_rolloff_856279.309786
ltas_0_1k0.131455
ltas_1_2k0.145873
ltas_2_4k0.571836
ltas_4_8k0.067679

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Malignant Benign: 0.204 Malignant: 0.785 Normal: 0.011
2 1.5s – 4.5s Benign Benign: 0.917 Malignant: 0.062 Normal: 0.021
3 3.0s – 6.0s Malignant Benign: 0.169 Malignant: 0.818 Normal: 0.013
4 4.5s – 7.5s Malignant Benign: 0.123 Malignant: 0.853 Normal: 0.024
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.