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Iek-Heng Chu

4 accepted papers

2025

Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement

CVPR 2025poster

Co-speech gestures are essential to non-verbal communication, enhancing both the naturalness and effectiveness of human interaction. Although recent methods have made progress in generating co-speech gesture videos, many rely on strong visual controls, such as pose images or TPS keypoint movements,…

2024

Dialogue Cross-Enhanced Central Engagement Attention Model for Real-Time Engagement Estimation

IJCAI 2024poster

Real-time engagement estimation has been an important research topic in human-computer interaction in recent years. The emergence of the NOvice eXpert Interaction (NOXI) dataset, enriched with frame-wise engagement annotations, has catalyzed a surge in research efforts in this domain. Existing featu…

2022

Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis

EMNLP 2022finding

Multimodal speech emotion recognition (SER) and sentiment analysis (SA) are important techniques for human-computer interaction. Most existing multimodal approaches utilize either shallow cross-modal fusion of pretrained features, or deep cross-modal fusion with raw features. Recently, attempts have…

2022

Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment

ICASSP 2022accepted

Automatic pronunciation assessment is an important technology to help self-directed language learners. While pronunciation quality has multiple aspects including accuracy, fluency, completeness, and prosody, previous efforts typically only model one aspect (e.g., accuracy) at one granularity (e.g.,…

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