--- title: "Youcef Soufiane Gheffari — author profile and papers" description: "Youcef Soufiane Gheffari, Université des Sciences et de la Technologie d'Oran Mohamed Boudiaf: 2 papers on Elamur Research (2026), h-index 0 —…" canonical: "https://research.elamur.ai/free/en/authors/youcef-soufiane-gheffari/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/youcef-soufiane-gheffari/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Youcef Soufiane Gheffari # Youcef Soufiane Gheffari 2 papers on this site · 2026 current affiliation [Université des Sciences et de la Technologie d'Oran Mohamed Boudiaf](https://md.research.elamur.ai/free/en/universities/universite-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](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/); often with [Samiya Silarbi](https://md.research.elamur.ai/free/en/authors/samiya-silarbi/). [OpenAlex](https://openalex.org/A5133332005) · [**h-index 0**](https://openalex.org/authors/A5133332005) · [3 works](https://openalex.org/works?filter=author.id:A5133332005) · [0 citations](https://openalex.org/works?filter=author.id:A5133332005&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [2 works on this site](https://md.research.elamur.ai/free/en/authors/youcef-soufiane-gheffari/#papers) · [⭐ Paper Star rank #5306](https://md.research.elamur.ai/free/en/paper-stars/page/54/#star-5306) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Youcef+Soufiane+Gheffari) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Youcef+Soufiane+Gheffari) · [dblp](https://dblp.org/search?q=Youcef+Soufiane+Gheffari) · [ACL Anthology](https://aclanthology.org/search/?q=Youcef+Soufiane+Gheffari) ## Affiliations - [Université des Sciences et de la Technologie d'Oran Mohamed Boudiaf](https://md.research.elamur.ai/free/en/universities/universite-des-sciences-et-de-la-technologie-d-oran-mohamed-boudiaf/) · Oran, Algeria —current · 2026 on 3 papers From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Topics [Sentiment & emotion 2](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Speech & spoken language 2](https://md.research.elamur.ai/free/en/topics/speech/) · [Semitic languages 2](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/youcef-soufiane-gheffari/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Hybrid CNN-Transformer Architecture for Arabic Speech Emotion Recognition](https://md.research.elamur.ai/free/en/papers/gheffari-2026-hybrid-cnn-transformer-architecture-arabic/)** *(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. 2. **[Towards Robust Arabic Speech Emotion Recognition with Deep Learning](https://md.research.elamur.ai/free/en/papers/gheffari-2026-towards-robust-arabic-speech-emotion/)** *(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 1 co-author with a page, the most papers together first. - [Samiya Silarbi](https://md.research.elamur.ai/free/en/authors/samiya-silarbi/) ×2