Papers with Surprisal Theory
Expectation and Locality Effects in the Prediction of Disfluent Fillers and Repairs in English Speech (N19-3)
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| Challenge: | a study aims to understand the role of disfluencies in speech production . speakers tend to lessen cognitive load for upcoming difficulties . |
| Approach: | They examine the role of three influential theories of language processing in predicting disfluencies in speech production. |
| Outcome: | The proposed classifiers predict disfluencies in English conversational speech . the classifier features lexical surprisal, word duration and DLT integration costs . |