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Experiments, results To determine whether SSL representations are a viable option for automatic isolated word reading assessment in a few-shot setting, we examine model performa

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Towards few-shot isolated word reading assessment

cs.CL · 2025-07-16 · conditional · novelty 6.0

For isolated Afrikaans word reading, template matching with SSL speech features reaches about 65% balanced accuracy for child input, well below adult-adult levels, showing SSL units are poorly adapted to child speech.

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  • Towards few-shot isolated word reading assessment cs.CL · 2025-07-16 · conditional · none · ref 4

    For isolated Afrikaans word reading, template matching with SSL speech features reaches about 65% balanced accuracy for child input, well below adult-adult levels, showing SSL units are poorly adapted to child speech.