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

kanak

Predicted: Benign Actual: Not set

Patient info

Age
33
Gender
female
Recorded
2026-02-18 16:32:36.423570 (UTC)
Duration
6.23 sec

Model prediction

Predicted: Benign

Probabilities

  • Benign0.752
  • Malignant0.236
  • Normal0.012

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean128.005138
f0_median127.716327
f0_min124.209325
f0_max131.738435
f0_sd3.328635
f0_range7.529110
jitter_local0.037945
jitter_rap0.021220
jitter_ppq50.022716
shimmer_local0.186039
shimmer_apq30.074763
shimmer_apq50.110296
shimmer_apq110.206554
hnr_mean5.118196
cpp_mean6.914615
spectral_centroid4795.533422
spectral_flatness0.019046
zcr0.354129
spectral_rolloff_857414.185509
ltas_0_1k0.144324
ltas_1_2k0.170127
ltas_2_4k0.105725
ltas_4_8k0.395825

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Malignant Benign: 0.376 Malignant: 0.620 Normal: 0.004
2 1.5s – 4.5s Benign Benign: 0.934 Malignant: 0.042 Normal: 0.024
3 3.0s – 6.0s Benign Benign: 0.945 Malignant: 0.047 Normal: 0.008
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.