Matias Valdenegro-Toro
Matias Valdenegro-Toro has 3 papers in our library, in 2025–2026, most of them on Speech & spoken language, Semitic languages; often with Omer Tarik Ozyilmaz, Badr M. Abdullah, Dietrich Klakow.
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📄 3 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #10498
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 2 worksSignal Processing · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Semitic languages · 2 worksSpeech & spoken language · 2 works
Works by year
2020s
Papers
- Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-Tuning (2025 · 4 citations)
Commercial Arabic speech recognisers handle Modern Standard Arabic (MSA) reasonably well but perform poorly on the regional dialects people actually speak, and dialectal training data is scarce and unevenly distributed. - Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints (2025 · 1 citation)
The paper describes the Saarland-Groningen team's entries (called BYZÖ) to NADI 2025, the shared task on speech in Arabic dialects. - Tricking Open-World Object Recognition Models: Uncertainty in Out-of-Distribution Detection (2026)
Object detectors are usually benchmarked on whether they find objects that actually appear in an image. In deployment, however, a system rarely knows in advance whether a queried object is present. This paper probes that gap by giving three Open-World detectors (YOLO-World, Grounding DINO and GPT-4o) "impossible…
Co-authors here
Venues
- Arabic Natural Language Processing Conference (ArabicNLP): ArabicNLP 2025
- Interspeech: Interspeech 2025
- Workshop on Towards Knowledgeable Foundation Models: Workshop on Towards Knowledgeable Foundation Models 2026
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