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

RUCHI SHUKLA

Predicted: Benign Actual: Not set

Patient info

Age
25
Gender
female
Recorded
2026-02-18 02:44:43.832604 (UTC)
Duration
9.73 sec

Model prediction

Predicted: Benign

Probabilities

  • Benign0.772
  • Malignant0.189
  • Normal0.038

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean180.165300
f0_median176.074267
f0_min161.942298
f0_max211.430100
f0_range49.487801
f0_sd14.240229
jitter_local0.016220
jitter_rap0.007481
jitter_ppq50.008920
shimmer_local0.087905
shimmer_apq30.035129
shimmer_apq50.049660
shimmer_apq110.085984
hnr_mean14.544289
cpp_mean13.249775
spectral_centroid1589.471681
spectral_flatness0.002199
zcr0.069680
spectral_rolloff_852836.637574
ltas_0_1k0.916045
ltas_1_2k0.022704
ltas_2_4k0.039871
ltas_4_8k0.009588

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Benign Benign: 0.785 Malignant: 0.171 Normal: 0.043
2 1.5s – 4.5s Benign Benign: 0.756 Malignant: 0.204 Normal: 0.040
3 3.0s – 6.0s Benign Benign: 0.753 Malignant: 0.207 Normal: 0.040
4 4.5s – 7.5s Benign Benign: 0.784 Malignant: 0.183 Normal: 0.034
5 6.0s – 9.0s Benign Benign: 0.784 Malignant: 0.183 Normal: 0.034
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.