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

ritik

Predicted: Malignant Actual: Not set

Patient info

Age
34
Gender
male
Recorded
2026-02-18 16:41:46.487180 (UTC)
Duration
5.03 sec

Model prediction

Predicted: Malignant

Probabilities

  • Benign0.177
  • Malignant0.816
  • Normal0.007

Set actual diagnosis

Aggregate features

FeatureValue
f0_mean0.000000
f0_median0.000000
f0_min0.000000
f0_max0.000000
f0_sd0.000000
f0_range0.000000
jitter_local0.039138
jitter_rap0.022394
jitter_ppq50.028299
shimmer_local0.216070
shimmer_apq30.110432
shimmer_apq50.134354
shimmer_apq110.048910
hnr_mean2.776978
cpp_mean7.876514
spectral_centroid2761.524485
spectral_flatness0.021699
zcr0.163180
spectral_rolloff_855054.919434
ltas_0_1k0.395277
ltas_1_2k0.216601
ltas_2_4k0.312903
ltas_4_8k0.057150

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

Segment predictions

#TimeLabelProbabilities
1 0.0s – 3.0s Malignant Benign: 0.157 Malignant: 0.838 Normal: 0.005
2 1.5s – 4.5s Malignant Benign: 0.197 Malignant: 0.794 Normal: 0.009
Disclaimer: This tool is for research purposes only. It must not be used for clinical diagnosis without validation.