Sidra Abid Syed, Munaf Rashid, Samreen Hussain, Anoshia Imtiaz, Hamnah Abid, Hira Zahid
Voice pathologies are irregular vibrations produced due to vocal folds and various factors malfunctioning. In medical science, novel machine learning algorithms are applied to construct a system to identify disorders that occur invoice. This study aims to extract the features from the audio signals of four chosen diseases from the SVD dataset, such as laryngitis, cyst, non-fluency syndrome, and dysphonia, and then compare the four results of machine learning algorithms, i.e., SVM, Naïve Byes, decision tree and ensemble classifier...
March 5, 2021: Mathematical Biosciences and Engineering: MBE