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

faruk

Predicted: Malignant Actual: Not set

Patient info

Age
29
Gender
male
Recorded
2026-02-18 16:35:24.378654 (UTC)
Duration
9.05 sec

Model prediction

Predicted: Malignant

Probabilities

  • Benign0.304
  • Malignant0.680
  • Normal0.016

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean61.473983
f0_median61.402434
f0_min61.048782
f0_max61.758134
f0_sd0.265525
f0_range0.709353
jitter_local0.051608
jitter_rap0.029440
jitter_ppq50.034780
shimmer_local0.207631
shimmer_apq30.101338
shimmer_apq50.140936
shimmer_apq110.243269
hnr_mean4.379265
cpp_mean7.203165
spectral_centroid2543.470872
spectral_flatness0.013293
zcr0.167882
spectral_rolloff_854190.941068
ltas_0_1k0.240525
ltas_1_2k0.368727
ltas_2_4k0.327118
ltas_4_8k0.028092

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Malignant Benign: 0.141 Malignant: 0.853 Normal: 0.006
2 1.5s – 4.5s Benign Benign: 0.889 Malignant: 0.073 Normal: 0.038
3 3.0s – 6.0s Malignant Benign: 0.148 Malignant: 0.845 Normal: 0.007
4 4.5s – 7.5s Malignant Benign: 0.181 Malignant: 0.811 Normal: 0.008
5 6.0s – 9.0s Malignant Benign: 0.160 Malignant: 0.819 Normal: 0.021
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.