4 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…
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data
Sneha Paul, Zachary Patterson, Nizar Bouguila
Semi-supervised learning (SSL) has shown its effectiveness in learning effective 3D representation from a small amount of labelled data while utilizing large unlabelled data. Tradi…
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…
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…