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ResearchFormerly WizWand

Speech severity evaluation on NKI-SpeechRT nspk 54 (total)

0.8414Pearson Correlation CoefficientXPPG-PCA
-0.88708-0.438340.01040.45914Oct 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
XPPG-PCACategory=Proposed, M=12025.100.8414
PPG onlyCategory=Proposed (feature ablation)2025.100.7648
Speech RateCategory=Reference-free2025.100.6887
SpeechLMScoreCategory=Reference-free2025.100.2392
ShimmerCategory=Reference-free2025.100.1475
JitterCategory=Reference-free2025.100.1257
Voicing ratioCategory=Reference-free2025.100.0273
VfoCategory=Reference-free2025.10-0.0617
CPPCategory=Reference-free2025.10-0.1561
WADA SNRCategory=Reference-free2025.10-0.2852
HNRCategory=Reference-free2025.10-0.2999
skt error rateCategory=Reference-based2025.10-0.5283
XPPG-PCACategory=Proposed (moment ablation), M=52025.10-0.574
xvec onlyCategory=Proposed (feature ablation)2025.10-0.6855
XPPG-PCACategory=Proposed (moment ablation), M=22025.10-0.703
Duration (s)Category=Reference-free2025.10-0.7216
XPPG-PCACategory=Proposed (moment ablation), M=32025.10-0.7336
XPPG-PCACategory=Proposed (moment ablation), M=42025.10-0.7516
Consonant Error RateCategory=Reference-based2025.10-0.8012
PERCategory=Reference-based2025.10-0.8206