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Mapping theoretical and methodological perspectives for understanding speech interface interactions ; CHI EA '19 Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems
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Multimodal Continuous Turn-Taking Prediction Using Multiscale RNNs ...
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Multimodal continuous turn-taking prediction using multiscale RNNs ; ICMI 2018 - 20th ACM International Conference on Multimodal Interaction
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Abstract:
In human conversational interactions, turn-taking exchanges can be coordinated using cues from multiple modalities. To design spoken dialog systems that can conduct fluid interactions it is desirable to incorporate cues from separate modalities into turn-taking models. We propose that there is an appropriate temporal granularity at which modalities should be modeled. We design a multiscale RNN architecture to model modalities at separate timescales in a continuous manner. Our results show that modeling linguistic and acoustic features at separate temporal rates can be beneficial for turn-taking modeling. We also show that our approach can be used to incorporate gaze features into turn-taking models.
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Keyword:
Spoken dialog systems; Turn-taking modeling
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URL: http://people.tcd.ie/nharte https://doi.org/10.1145/3242969.3242997 http://hdl.handle.net/2262/89623
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Survival at the museum: A cooperation experiment with emotionally expressive virtual characters ; ICMI '18 Proceedings of the 20th ACM International Conference on Multimodal Interaction
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Towards predicting dialog acts from previous speakers' non-verbal cues ; BIBTEX 2017
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Building a Database of Political Speech Does Culture Matter in Charisma Annotations?
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In: Conference papers (2014)
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Speech Intelligibility prediction using a Neurogram Similarity Index Measure
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Error Metrics for Impaired Auditory Nerve Responses of Different Phoneme Groups
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In: Conference papers (2009)
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Measurement of Phonemic Degradation in Sensorineural Hearing Loss using a Computational Model of the Auditory Periphery
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In: Conference papers (2009)
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Error Metrics for Impaired Auditory Nerve Responses of Different Phoneme Groups ; Interspeech 2009
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Measurement of phonemic degradation in sensorineural hearing loss using a computational model of the auditory periphery ; IET Irish Signals and Systems Conference ISSC 2009
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Discriminitive Multi-Resolution Sub-Band and Segmental Phonetic Model Combination
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A Novel Model For Phoneme Recognition Using Phonetically Derived Features ...
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