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SpeakEasy Pronunciation Trainer: Personalized Multimodal Pronunciation Training ...
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SpeakEasy Pronunciation Trainer: Personalized Multimodal Pronunciation Training ...
Abstract: The primary goals of computer-assisted pronunciation training (CAPT) systems are to provide a personalized interactive environment and to accurately diagnose mispronunciations. Automatic speech recognition (ASR) systems have been shown to be an effective tool for diagnosing mispronunciations. While the data ASR systems output can be difficult for the layperson to understand, presenting it in a multimodal fashion can make it easier and feeding it into an automated narrative system can produce personalized feedback. In the absence of native speech examples, synthetic examples produced by text-to-speech (TTS) engines have proven to be an adequate substitute, making data collection easier and allowing for larger CAPT systems. In this work we present the SpeakEasy pronunciation trainer, a CAPT system that leverages ASR, TTS, automated narrative systems, and multimodal data representation to provide a personalized interactive environment that tracks a user's progress over time. ...
Keyword: Cognitive Linguistics; Cognitive Science; Computational Intelligence; Computational Linguistics; E-Learning; Phonetics; Phonology; Semantics
URL: https://dx.doi.org/10.48448/ermn-7636
https://underline.io/lecture/26896-speakeasy-pronunciation-trainer-personalized-multimodal-pronunciation-training
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What interventions can decrease or increase belief polarisation in a population of rational agents? ...
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Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners ...
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5
The Mystery of Early Taxonomic Development ...
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Are Explicit Frequency Counters Necessary in Computational Models of Early Word Segmentation? ...
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How hard is cognitive science? ...
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The Mystery of Early Taxonomic Development ...
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9
How hard is cognitive science? ...
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10
Statistical properties of the speed-accuracy trade-off (SAT) paradigm in sentence processing ...
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Statistical properties of the speed-accuracy trade-off (SAT) paradigm in sentence processing ...
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12
What interventions can decrease or increase belief polarisation in a population of rational agents? ...
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Contextual Flexibility Guides Communication in a Cooperative Language Game ...
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Are Explicit Frequency Counters Necessary in Computational Models of Early Word Segmentation? ...
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Contextual Flexibility Guides Communication in a Cooperative Language Game ...
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Recovering Quantitative Models of Human Information Processing with Differentiable Architecture Search ...
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Aesthetic perception of prosodic patterns as a factor in speech segmentation ...
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Aesthetic perception of prosodic patterns as a factor in speech segmentation ...
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Word Probability Re-Estimation Using Topic Modeling and Lexical Decision Data ...
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Word Probability Re-Estimation Using Topic Modeling and Lexical Decision Data ...
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