21 citations · 38 across the 6 of their papers we have counts for
6 papers
SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila +1
In the field of human-computer interaction and psychological assessment, speech emotion recognition (SER) plays an important role in deciphering emotional states from speech signal…
PatchSVD: A Non-uniform SVD-based Image Compression Algorithm
Zahra Golpayegani, Nizar Bouguila
Storing data is particularly a challenge when dealing with image data which often involves large file sizes due to the high resolution and complexity of images. Efficient image com…
Clarifying Myths About the Relationship Between Shape Bias, Accuracy, and Robustness
Zahra Golpayegani, Patrick St-Amant, Nizar Bouguila
Deep learning models can perform well when evaluated on images from the same distribution as the training set. However, applying small perturbations in the forms of noise, artifact…
Unveiling Hidden Factors: Explainable AI for Feature Boosting in Speech Emotion Recognition
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila +1
Speech emotion recognition (SER) has gained significant attention due to its several application fields, such as mental health, education, and human-computer interaction. However,…
Iterative Feature Boosting for Explainable Speech Emotion Recognition
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila +1
In speech emotion recognition (SER), using predefined features without considering their practical importance may lead to high dimensional datasets, including redundant and irrelev…
Automatic counting of planting microsites via local visual detection and global count estimation
Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
In forest industry, mechanical site preparation by mounding is widely used prior to planting operations. One of the main problems when planning planting operations is the difficult…