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Improving the Learning Power of Artificial Intelligence Using Multimodal Deep Learning
2021
EPJ Web of Conferences
Computer paralinguistic analysis is widely used in security systems, biometric research, call centers and banks. Paralinguistic models estimate different physical properties of voice, such as pitch, intensity, formants and harmonics to classify emotions. The main goal is to find such features that would be robust to outliers and will retain variety of human voice properties at the same time. Moreover, the model used must be able to estimate features on a time scale for an effective analysis of
doi:10.1051/epjconf/202124801017
doaj:5d37721fffe947988fb2e00b7c846e64
fatcat:z7h3h2nnkvbo7kgzbryzienmz4