Multimodal processing of language

Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks

Exploring complementary features in multi-modal speech emotion recognition

Audio-visual Speech Enhancement with a Deep Kalman Filter Generative Model

Egocentric Audio-Visual Noise Suppression

SIGN LANGUAGE RECOGNITION VIA DEFORMABLE 3D CONVOLUTIONS AND MODULATED GRAPH CONVOLUTIONAL NETWORKS

End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator

End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders

NEURAL ARCHITECTURE SEARCH WITH MULTIMODAL FUSION METHODS FOR DIAGNOSING DEMENTIA

OUTSIDE KNOWLEDGE VISUAL QUESTION ANSWERING VERSION 2.0

LEVERAGING LABEL CORRELATIONS IN A MULTI-LABEL SETTING: A CASE STUDY IN EMOTION

USING EMOTION EMBEDDINGS TO TRANSFER KNOWLEDGE BETWEEN EMOTIONS, LANGUAGES, AND ANNOTATION FORMATS

Exploring Attention Mechanisms for Multimodal Emotion Recognition in an Emergency Call Center Corpus