Speech Translation From Darija to Classical Arabic: Performance Analysis of Whisper, SeamlessM4T, and S2T Models
This study evaluates the performance of advanced speech-to-text translation models—Whisper large-v3, SeamlessM4T, and S2T—fine-tuned on the Darija-C corpus to translate Darija speech into Classical Arabic text. Darija, a widely spoken Arabic dialect, presents significant challe...
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| Main Authors: | Maria Labied, Abdessamad Belangour, Mouad Banane |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11009145/ |
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