What This Document Is
This document outlines a range of potential project ideas for CSCI 534: Affective Computing at the University of Southern California. It’s designed to inspire and guide students as they formulate proposals for substantial, semester-long research endeavors. The focus is on exploring the computational and theoretical aspects of recognizing, modeling, and expressing emotion. It details several avenues for investigation within the field, spanning multiple modalities and approaches.
Why This Document Matters
This resource is crucial for students enrolled in Affective Computing who are beginning the project phase of the course. It’s particularly valuable during the initial stages of brainstorming and proposal development. Students will find it helpful to review these ideas to understand the scope of acceptable projects, potential research directions, and the types of skills and resources that might be required. It’s best used *before* finalizing a project proposal, to ensure alignment with course expectations and feasibility.
Common Limitations or Challenges
This document serves as a starting point and does not provide fully-formed project specifications. It does *not* include detailed methodologies, code examples, datasets, or pre-defined evaluation metrics. It also doesn’t guarantee the availability of specific software or hardware. Students are expected to expand upon these ideas, conduct their own literature reviews, and develop unique project plans. The listed requirements are suggestions and may vary based on the chosen project direction.
What This Document Provides
* A collection of project suggestions categorized by core areas: voice recognition, facial expression analysis, computational modeling, and various forms of expression (body, facial, dialog, voice).
* Framing questions to guide research within each area.
* Broad resource considerations for each project type, hinting at relevant fields like psychology and engineering.
* Indications of potential software or expertise needed for successful project completion.
* A timeline overview of key project milestones, including proposal and presentation dates.
