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Amalia Zahra

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Open access Aug 2026

Speech-to-text model comparison using XLS-R, XLSR-53, and Wav2Vec 2.0

Findings indicate that language-specific fine-tuning plays a more critical role than multilingual generalization in achieving accurate ASR for Indonesian and provide practical guidance for deploying ASR systems in low-resource language scenarios.

Juan Hebert, Amalia Zahra · 0 citations