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ResearchFormerly WizWand

Speech severity evaluation on NKI-RUG-UMCG nspk 8 (total)

0.9598Pearson Correlation Coefficient (r)PPG only
-0.994464-0.4871070.020250.527607Oct 1, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PPG onlyCategory=Proposed (feature ablation)2025.100.9598
XPPG-PCACategory=Proposed, M=12025.100.828
WADA SNRCategory=Reference-free2025.100.4573
HNRCategory=Reference-free2025.100.2014
Voicing ratioCategory=Reference-free2025.100.1431
Speech RateCategory=Reference-free2025.100.0252
VfoCategory=Reference-free2025.100.0091
Duration (s)Category=Reference-free2025.10-0.0295
ShimmerCategory=Reference-free2025.10-0.1167
XPPG-PCACategory=Proposed (moment ablation), M=52025.10-0.1666
JitterCategory=Reference-free2025.10-0.3431
SpeechLMScoreCategory=Reference-free2025.10-0.3766
CPPCategory=Reference-free2025.10-0.4081
xvec onlyCategory=Proposed (feature ablation)2025.10-0.5789
XPPG-PCACategory=Proposed (moment ablation), M=22025.10-0.6001
XPPG-PCACategory=Proposed (moment ablation), M=32025.10-0.6091
XPPG-PCACategory=Proposed (moment ablation), M=42025.10-0.6594
PERCategory=Reference-based2025.10-0.8769
Consonant Error RateCategory=Reference-based2025.10-0.8941
skt error rateCategory=Reference-based2025.10-0.9193