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baumhaus.digital/Miscellanous/Presentations/AE53/Digital Primer Implementation of Human-Machine Peer Learning for Reading Acquisition/Preliminary study/Evaluation & Results

sequences of five vowels resp. CV syllables which were displayed by DP were considered to provide the “reference”; output of the model yielded the hypotheses

data provided by L1 during three testing phases on days 1, 3 and 5 were evaluated by means of 5 different models

DeepSpeech_de = baseline model; KIds-0 : Deepspeech_de fine-tuned with kidsTALC; KIds-L1-1 : KIds-0 fine-tuned with data provided by L1 during day 1 learning phase;KIds-L1-3 : KIds-1 fine-tuned with data provided by L1 during day 3 learning phase;KIds-L1-5 : KIds-5 fine-tuned with data provided by L1 during day 5 learning phase

NOTE: WER-decrease between rows corresponds to increase of accuracy of the ASR model; WER-decrease between columns points to increase in L1's reading competence

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