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

rajshri

Predicted: Malignant Actual: Not set

Patient info

Age
66
Gender
female
Recorded
2026-02-18 16:40:14.611619 (UTC)
Duration
6.66 sec

Model prediction

Predicted: Malignant

Probabilities

  • Benign0.340
  • Malignant0.648
  • Normal0.012

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean49.712021
f0_median49.712021
f0_min49.712021
f0_max49.712021
f0_sd0.000000
f0_range0.000000
jitter_local0.021741
jitter_rap0.011622
jitter_ppq50.014136
shimmer_local0.186709
shimmer_apq30.105998
shimmer_apq50.110811
shimmer_apq110.143595
hnr_mean3.547866
cpp_mean8.827698
spectral_centroid4442.509607
spectral_flatness0.030539
zcr0.305589
spectral_rolloff_857525.992526
ltas_0_1k0.276255
ltas_1_2k0.266715
ltas_2_4k0.104113
ltas_4_8k0.163895

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Malignant Benign: 0.128 Malignant: 0.868 Normal: 0.004
2 1.5s – 4.5s Benign Benign: 0.722 Malignant: 0.251 Normal: 0.027
3 3.0s – 6.0s Malignant Benign: 0.169 Malignant: 0.825 Normal: 0.006
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.