Continuous heart rate (HR) monitoring is vital for early diagnosis and the prevention of patient deterioration. Although clinical gold-standard methods, such as electrocardiography (ECG), offer high accuracy, their contact-dependent nature causes discomfort and restricts mobility during prolonged observation. Non-conta...
Nadiya Azka, Rachmad Setiawan, T. Sardjono et al.· IEEE Access· 0 citations
This study proposes speech command classification using MFCC features and SVM with GridSearchCV hyperparameter optimization. Evaluating RBF/linear kernels, C (0.1-100), and gamma (0.001-scale) on Google Speech Commands Dataset (8 classes), the optimal configuration (RBF, $\mathbf{C}=\mathbf{1 0}$, gamma=0.01) as the be...
Santoso, T. Sardjono, D. Purwanto· International Seminar on Int...· 0 citations
A novel video-based stress detection system with speaking awareness that dynamically processes facial features according to online detection of speech activities to demonstrate the system's applicability to real-world applications in stress tracking across healthcare, educational, and workplace well-being contexts.
Ahmad Rafiqan, Rachmad Setiawan, T. Sardjono· JAREE (Journal on Advanced R...· 0 citations
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