Alaa Nfissi

According to our database, Alaa Nfissi authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

From unaltered raw waveform to emotion: Synergizing convolutional and gated recurrent networks for holistic speech emotion analysis.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

Appl. Intell., June, 2025

SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

IEEE Trans. Affect. Comput., 2025

Multimodal Emotion Recognition with Cross-Attentive Learning and Feature Fusion.

Alaa Nfissi, Ines Jemmali, Wassim Bouachir, Nizar Bouguila

Proceedings of the 38th Canadian Conference on Artificial Intelligence, 2025

Neural Wavelet Packet-Based Bidirectional Autoencoder for Multi-Resolution Speech Enhancement.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila

Proceedings of the 38th Canadian Conference on Artificial Intelligence, 2025

2024

Unveiling hidden factors: explainable AI for feature boosting in speech emotion recognition.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

Appl. Intell., June, 2024

Unlocking the Emotional States of High-Risk Suicide Callers through Speech Analysis.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

Learnable Deep Wavelet Packet Transform for Speech Emotion Recognition in High-Risk Suicide Calls.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

Proceedings of the International Conference on Machine Learning and Applications, 2024

Deep Multiresolution Wavelet Transform for Speech Emotion Assessment of High-Risk Suicide Callers.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

2023

Speech Emotion Diarization: Which Emotion Appears When?

Yingzhi Wang, Mirco Ravanelli, Alaa Nfissi, Alya Yacoubi

CoRR, 2023

Iterative Feature Boosting for Explainable Speech Emotion Recognition.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

CNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks.

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022