no code implementations • 11 Nov 2023 • Hossein Simchi, Samira Tajik
The COVID-19 pandemic has forced many people to limit their social activities, which has resulted in a rise in mental illnesses, particularly depression.
1 code implementation • 23 Mar 2023 • Shahabedin Nabavi, Hossein Simchi, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi
Methods: The proposed generalised deep meta-learning model can evaluate the quality by learning tasks in the prior stage and then fine-tuning the resulting model on a small labelled dataset of the desired tasks.
no code implementations • 28 Apr 2022 • Ali Yazdani, Hossein Simchi, Yasser Shekofteh
Speech Emotion Recognition (SER) is of great importance in Human-Computer Interaction (HCI), as it provides a deeper understanding of the situation and results in better interaction.
Ranked #1 on Speech Emotion Recognition on ShEMO
no code implementations • 13 Dec 2021 • Shahabedin Nabavi, Hossein Simchi, Mohsen Ebrahimi Moghaddam, Alejandro F. Frangi, Ahmad Ali Abin
Increasing the speed of training and testing can be achieved with the proposed model in the frequency domain.