3 papers
cs.CL2026
Enhancing Multi-Label Emotion Analysis and Corresponding Intensities for Ethiopian Languages
Tadesse Destaw Belay, Dawit Ketema Gete, Abinew Ali Ayele +4
Developing and integrating emotion-understanding models are essential for a wide range of human-computer interaction tasks, including customer feedback analysis, marketing research…
cs.CL2025
Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
Sukairaj Hafiz Imam, Babangida Sani, Dawit Ketema Gete +6
Automatic Speech Recognition (ASR) technologies have transformed human-computer interaction; however, low-resource languages in Africa remain significantly underrepresented in both…
cs.CL2025
Whispering in Amharic: Fine-tuning Whisper for Low-resource Language
Dawit Ketema Gete, Bedru Yimam Ahmed, Tadesse Destaw Belay +11
This work explores fine-tuning OpenAI's Whisper automatic speech recognition (ASR) model for Amharic, a low-resource language, to improve transcription accuracy. While the foundati…