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

soni

Predicted: Benign Actual: Not set

Patient info

Age
50
Gender
female
Recorded
2026-02-18 16:01:07.270944 (UTC)
Duration
5.12 sec

Model prediction

Predicted: Benign

Probabilities

  • Benign0.849
  • Malignant0.125
  • Normal0.027

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean223.327719
f0_median223.544819
f0_min200.805927
f0_max249.200985
f0_range48.395058
f0_sd13.811742
jitter_local0.012658
jitter_rap0.006751
jitter_ppq50.008054
shimmer_local0.124159
shimmer_apq30.056003
shimmer_apq50.071177
shimmer_apq110.126574
hnr_mean9.990925
cpp_mean10.373684
spectral_centroid2945.669880
spectral_flatness0.017307
zcr0.178078
spectral_rolloff_855185.089998
ltas_0_1k0.393615
ltas_1_2k0.364201
ltas_2_4k0.062353
ltas_4_8k0.043354

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Benign Benign: 0.874 Malignant: 0.098 Normal: 0.029
2 1.5s – 4.5s Benign Benign: 0.824 Malignant: 0.151 Normal: 0.025
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.