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Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
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Extending the Architecture of Language From a Multimodal Perspective
Peter Hagoort1,2, Aslı Özyürek1,2
1Max Planck Institute for Psycholinguistics, Nijmegen.
Topics in Cognitive Science
|March 17, 2024
Summary
Language is multimodal, integrating spoken words with visual cues like gestures. Distributional semantics offers a way to represent both speech and gestures in a unified semantic framework.
Area of Science:
- Linguistics
- Cognitive Science
- Computational Linguistics
Background:
- Language is inherently multimodal, with spoken and visual signals playing crucial roles.
- Co-speech gestures are integral to linguistic structure and meaning representation in spoken languages.
Purpose of the Study:
- To present evidence supporting the multimodality of language.
- To propose a framework for integrating speech and co-speech gestures.
Main Methods:
- Reviewing evidence for language multimodality.
- Proposing distributional semantics as an integration format.
Main Results:
- Language processing inherently involves integrating auditory and visual information.
- Distributional semantics can provide a unified representation for multimodal linguistic input.
Conclusions:
- Language is fundamentally multimodal, requiring models that account for both speech and gesture.
- Distributional semantics presents a viable computational approach for multimodal language representation.
Keywords:
Co‐speech gesturesDistributional semanticsMemory, Unification, Control (MUC) modelMultimodalSpeechUnificationMore Related Videos
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