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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Bibliographic Details
Main Authors: Maria Labied, Abdessamad Belangour, Mouad Banane
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11009145/
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