Kastalia Knowledge Management System · Glasperlenspiel template · knot 871

Task-Specific Scorers

🌐 public · created AE530703 (03.07.2023) · by DDH · open in the standard editor view · 📽 open as presentation

baumhaus.digital/Miscellanous/Presentations/AE53/Digital Primer Implementation of Human-Machine Peer Learning for Reading Acquisition/Some Digital Primer Innovations/Task-Specific Scorers

in majority of reading exercises which are included in the Primer we already know the text in advance

we already know what utterances could be considered as correct lectures and which not

to every specific exercise - like vowel or syllable recognition – Primer associates a specific language model (scorer) which constraints the connectionist temporal classification (CTC) beam search to restricted amount of exercise-relevant answers

significantly constraining the search space of plausible solutions

INNOVATION 1 : implementation of exercise-specific scorers transforms a generic ASR problem (difficult) into multi-class classification problem (easier)

Ancestors (1 superordinated path)