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For SP and BC, our models (Proposed1 and Proposed3) outperformed the baselines, where the differ- ence lies in the use of facial embeddings from the pre-trained encoder

Result, discussion Table 1 shows class-balanced accuracies of the trained models, where S/H indicates shift-hold prediction, S/L indicates shortlong prediction, SP indicates s

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Voice Activity Projection Model with Multimodal Encoders

cs.CL · 2025-06-04 · conditional · novelty 4.0

Adding a pretrained facial-expression encoder to a voice activity projection model yields competitive or slightly better turn-taking prediction on the NoXi French subset, though the improvement is not statistically validated.

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  • Voice Activity Projection Model with Multimodal Encoders cs.CL · 2025-06-04 · conditional · none · ref 8

    Adding a pretrained facial-expression encoder to a voice activity projection model yields competitive or slightly better turn-taking prediction on the NoXi French subset, though the improvement is not statistically validated.