Design and Analysis of a Database to Evaluate Children's Reading Aloud Performance

@inproceedings{Proena2016DesignAA,
  title={Design and Analysis of a Database to Evaluate Children's Reading Aloud Performance},
  author={Jorge Proença and Dirce Celorico and Carla Lopes and Jos{\'e} Miguel Salles Dias and Michael Tjalve and Andreas Stolcke and Sara Candeias and Fernando Perdig{\~a}o},
  booktitle={PROPOR},
  year={2016}
}
To evaluate the reading performance of children, human assessment is usually involved, where a teacher or tutor has to take time to individually estimate the performance in terms of fluency (speed, accuracy and expression). Automatic estimation of reading ability can be an important alternative or complement to the usual methods, and can improve other applications such as e-learning. Techniques must be developed to analyse audio recordings of read utterances by children and detect the… 
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References

SHOWING 1-10 OF 26 REFERENCES
Automatic Prediction of Children's Reading Ability for High-Level Literacy Assessment
TLDR
This paper model and predict the overall reading ability of young children reading a list of English words aloud, and investigates various automated methods to verify the correctness of the word pronunciations and to detect disfluencies in the children's speech using held-out annotated data.
Automatic assessment of children's reading level
TLDR
The proposed system for the assessment of reading in children is described and evaluated and it is concluded that the proposed system can provide large time gains in current manual classification procedures.
A Prototype Reading Coach that Listens
TLDR
A fully automated prototype coach for oral reading is described that displays a story on the screen, listens as a child reads it, and decides whether and how to intervene, and it is shown how the prototype uses the recognizer to trigger these interventions automatically.
Automatic detection and classification of disfluent reading miscues in young children's speech for the purpose of assessment
TLDR
It was discovered human evaluators rated the fluency nearly as important as accuracy when judging the overall reading ability of a child in automating the assessment of children’s oral word reading tasks.
FLORA: Fluent oral reading assessment of children's speech
TLDR
Initial results of FLORA, an accessible computer program that uses speech recognition to provide an accurate measure of children's oral reading ability, are presented and compared to human scoring on 783 recordings of grade level text passages read aloud by first through fourth grade students in classroom settings.
Oral Reading Fluency Norms: A Valuable Assessment Tool for Reading Teachers
In 1992, the authors collaborated to develop a set of norms for oral reading fluency for grades 2–5. Since then, interest in and awareness of fluency has greatly increased, and Hasbrouck and Tindal
Enhancing foreign language tutors - In search of the golden speaker
Correlating ASR errors with developmental changes in speech production: a study of 3-10-year-old European Portuguese children's speech
TLDR
The results of acoustic and auditory analyses of 3-10-year-old European Portuguese children's speech are reported and some of the pronunciation error patterns revealed by the analyses are able to correlate with the errors made by a children'sspeech recogniser trained on speech collected from the same age group.
ESCOLEX: A grade-level lexical database from European Portuguese elementary to middle school textbooks
TLDR
ESOLEX will be a useful tool both for researchers interested in language processing and development and for professionals in need of verbal materials adjusted to children’s developmental stages.
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