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Real-Time Multimodal Digital Human Permalink

Built a real-time multimodal digital human for dialogue and music using full-stack development. The system ingests text, audio and video in real time, uses face recognition to personalize responses and manage attention, and matches lip and facial movements to generated speech. The music agent tracks emotional state from voice and image, logs these states for experiments, and queries a backend database to select tracks that match the user’s emotion and request. Implemented the web frontend in JavaScript, and the system is now in production at a provincial court.

publications

Learning Instructive Frequency Spectral and Curvature Features for Cloud Detection

Published in IEEE Geoscience and Remote Sensing Letters, 2025

Learning Instructive Frequency Spectral and Curvature Features for Cloud Detection

Recommended citation: Wanjuan Hu, Guanyi Li, Guoguo Zhang, Liang Chang, Dan Zeng. "Learning Instructive Frequency Spectral and Curvature Features for Cloud Detection." IEEE Geoscience and Remote Sensing Letters, vol. 22, Art. 5001605, pp. 1–5, 2025. DOI: 10.1109/LGRS.2025.3561935. http://dx.doi.org/10.1109/LGRS.2025.3561935

teaching

Music Teacher

Secondary School Teaching, Yuyan High School, 2023

Teaching Responsibilities:

  • Choir ensemble training
  • Directed a New Year choir concert for Xinjiang migrant students

Music Teacher - Private Instruction

Private Instruction, Nova International Education LLC, 2024

Teaching Responsibilities:

  • 1:1 and small-group teaching in performance, theory, and aural skills
  • Organize student performances such as recitals and ensembles

Teaching Assistant (Music Technology & Pedagogy)

Undergraduate course, Yanshan University, 2025

Teaching Responsibilities:

  • Led weekly labs and tutorials
  • Demonstrated DAW and notation workflows
  • Held office hours
  • Supported diverse learners in performance, theory, and aural skills

work

Software Engineer Intern

Shenzhen Guangzongheng Software Co., Ltd

Position: Software Engineer Intern
Period: Jun 2024 – Sep 2024
Location: Shenzhen, China

Pianist Intern

Hillington Park Church of Scotland

Position: Pianist & Music Director Intern
Period: Dec 2024 – Jan 2025
Location: Glasgow, UK

Researcher

Yanshan University

Position: Researcher & PI
Period: Mar 2025 – present
Location: Qinhuangdao, China