Information-Theoretic Analysis of Disfluencies in Speech

Abstract

This study proposes and examines an information-theoretic measure of planning in incremental speech production, and investigates the effects of planning, predictability, and interference-based measures on distractor selection and production in lexical substitution errors. We then present a rate-distortion theoretic model of speech production that explicates how these factors affect the production of lexical substitution errors.

PDF NeurIPSW OpenReview Semantic Scholar

Cite

Text

Upadhye and Futrell. "Information-Theoretic Analysis of Disfluencies in Speech." NeurIPS 2022 Workshops: InfoCog, 2022.

Markdown

[Upadhye and Futrell. "Information-Theoretic Analysis of Disfluencies in Speech." NeurIPS 2022 Workshops: InfoCog, 2022.](https://mlanthology.org/neuripsw/2022/upadhye2022neuripsw-informationtheoretic/)

BibTeX

@inproceedings{upadhye2022neuripsw-informationtheoretic,
  title     = {{Information-Theoretic Analysis of Disfluencies in Speech}},
  author    = {Upadhye, Shiva and Futrell, Richard},
  booktitle = {NeurIPS 2022 Workshops: InfoCog},
  year      = {2022},
  url       = {https://mlanthology.org/neuripsw/2022/upadhye2022neuripsw-informationtheoretic/}
}