Web: http://arxiv.org/abs/2104.05488

Jan. 31, 2022, 2:10 a.m. | Kamini Sabu, Mithilesh Vaidya, Preeti Rao

cs.CL updates on arXiv.org arxiv.org

Expressive reading, considered the defining attribute of oral reading
fluency, comprises the prosodic realization of phrasing and prominence. In the
context of evaluating oral reading, it helps to establish the speaker's
comprehension of the text. We consider a labeled dataset of children's reading
recordings for the speaker-independent detection of prominent words using
acoustic-prosodic and lexico-syntactic features. A previous well-tuned random
forest ensemble predictor is replaced by an RNN sequence classifier to exploit
potential context dependency across the longer utterance. Further, …

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