53 citations · 153 across the 4 of their papers we have counts for
4 papers
Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network
Dongran Zhang, Jiangnan Yan, Kemal Polat +2
Traffic flow prediction plays a crucial role in the management and operation of urban transportation systems. While extensive research has been conducted on predictions for individ…
Emotional Speaker Identification using a Novel Capsule Nets Model
Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar +3
Speaker recognition systems are widely used in various applications to identify a person by their voice; however, the high degree of variability in speech signals makes this a chal…
Novel Hybrid DNN Approaches for Speaker Verification in Emotional and Stressful Talking Environments
Ismail Shahin, Ali Bou Nassif, Nawel Nemmour +3
In this work, we conducted an empirical comparative study of the performance of text-independent speaker verification in emotional and stressful environments. This work combined de…
Novel Dual-Channel Long Short-Term Memory Compressed Capsule Networks for Emotion Recognition
Ismail Shahin, Noor Hindawi, Ali Bou Nassif +2
Recent analysis on speech emotion recognition has made considerable advances with the use of MFCCs spectrogram features and the implementation of neural network approaches such as…