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Found 3 papers, 2 papers with code
Missingness-resilient Video-enhanced Multimodal Disfluency Detection
In experiments across five disfluency-detection tasks, our unified multimodal approach significantly outperforms Audio-only unimodal methods, yielding an average absolute improvement of 10% (i. e., 10 percentage point increase) when both video and audio modalities are always available, and 7% even when video modality is missing in half of the samples.
Phase-driven Domain Generalizable Learning for Nonstationary Time Series
Monitoring and recognizing patterns in continuous sensing data is crucial for many practical applications.
Effect of Attention and Self-Supervised Speech Embeddings on Non-Semantic Speech Tasks
different share of people perceive the same speech segment as a non-unanimous emotion.
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