Neural networks for neutrality classification of Filipino call center agents' English pronunciation

• Main Author: BAQUIRIN, REY BENJAMIN
• Format: text
• Published: Archīum Ateneo 2018
• Subjects: Speech synthesis; Computational linguistics; English language > Pronunciation; English language > Data processing; Neural networks (Computer science) Speech processing systems; Natural language processing (Computer science)
• Online Access: https://archium.ateneo.edu/theses-dissertations/234; http://rizalls.lib.admu.edu.ph/#section=resource&resourceid=1742870300&currentIndex=0&view=fullDetailsDetailsTab
• Institution: Ateneo De Manila University

This study explored methods of designing and training neural networks to automatically classify the neutrality of Filipino call center agents English pronunciation based on their employers standards on speaking proficiency. Using Mel Frequency Cepstral Coefficients (MFCCs) as features for semi-super...