INTERSPEECH 2011 Incremental Learning and Forgetting in Stochastic Turn-Taking Models
BibTeX
@MISC{Laskowski_interspeech2011,
author = {Kornel Laskowski and Jens Edlund and Mattias Heldner},
title = {INTERSPEECH 2011 Incremental Learning and Forgetting in Stochastic Turn-Taking Models},
year = {}
}
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Abstract
We present a computational framework for stochastically modeling dyad interaction chronograms. The framework’s most novel feature is the capacity for incremental learning and forgetting. To showcase its flexibility, we design experiments answering four concrete questions about the systematics of spoken interaction. The results show that: (1) individuals are clearly affected by one another; (2) there is individual variation in interaction strategy; (3) strategies wander in time rather than converge; and (4) individuals exhibit similarity with their interlocutors. We expect the proposed framework to be capable of answering many such questions with little additional effort. Index Terms: interaction, chronogram modeling, turn-taking, incremental learning.
