PD	Parkinson’s disease
LMS	Log-scaled Mel Spectrogram
MDS-UPDRS III	Movement Disorder Society Unified Parkinson’s Disease Rating Scale Part III
CNN	Convolutional Neural Network
SVM	Support Vector Machine
RF	Random Forest
KNN	K-Nearest Neighbors
RT	Regression Trees
RNN	Recurrent Neural Network
LSTM	Long Short-Term Memory Network
STFT	Short-Time Fourier Transform
TP	True Positive
FP	False Positive
FN	False Negative
TN	True Negative
ROC	Receiver Operating Characteristic
AUC	Area Under the Curve
OvR	One versus Rest
AUROC	Area Under the Receiver Operating Characteristic Curve
ViT	Vision Transformer
Grad-CAM	Gradient-weighted Class Activation Mapping
t-SNE	t-distributed Stochastic Neighbor Embedding
HC	Healthy Controls
PD_Mild	Mild Parkinson’s Disease
PD_Severe	Severe Parkinson’s Disease
FS	First Segment
AS	All Segments
SOTA	State of the art