Youcef Soufiane Gheffari
current affiliationUniversité des Sciences et de la Technologie d'Oran Mohamed Boudiaf, Oran, Algeria
Youcef Soufiane Gheffari has 2 papers on this site, in 2026, most of them on Sentiment & emotion, Speech & spoken language, Semitic languages; often with Samiya Silarbi.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
Affiliations
- Université des Sciences et de la Technologie d'Oran Mohamed Boudiaf · Oran, Algeria — current · 2026 on 3 papers
Topics
Works by year
2020s
Papers
- Hybrid CNN-Transformer Architecture for Arabic Speech Emotion Recognition (2026)
The paper tackles Speech Emotion Recognition (SER) for Arabic, where annotated emotional speech data is scarce and most past work used shallow classifiers or plain CNNs. - Towards Robust Arabic Speech Emotion Recognition with Deep Learning (2026)
Arabic speech emotion recognition (SER) lags behind work on English and other Indo-European languages. Labelled emotional speech is scarce, dialects differ widely, and a model has to catch both brief spectral cues and patterns that span a whole utterance. Earlier Arabic studies mostly tested a single model on a…
Co-authors here
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