Integration of MFCCS and CNN for multi-class stress speech classification onunscripted dataset

• Main Authors: Zainal, Nur Aishah, Asnawi, Ani Liza, Jusoh, Ahmad Zamani, Ibrahim, Siti Noorjannah, Mohd. Ramli, Huda Adibah
• 格式: Article
• 语言: English; English
• 出版: 2024
• 主题: TK Electrical engineering. Electronics Nuclear engineering
• 在线阅读: http://irep.iium.edu.my/118380/2/118380_%20Integration%20of%20MFCCS.pdf; http://irep.iium.edu.my/118380/3/118380_%20Integration%20of%20MFCCS_Scopus.pdf; http://irep.iium.edu.my/118380/; https://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/3207; https://doi.org/10.31436/iiumej.v25i2.3207

Stress is an interaction between individuals and their environment, where perceived threats can lead to serious consequences if prolonged and consistently linked to adverse physical and mental health outcomes. Our study explores methods for stress classification via speech, utilizing an unscripted d...