AIive: Interactive Visualization and Sonification of Neural Networks in Virtual Reality
Zhuoyue Lyu, Jiannan Li, Bryan Wang

TL;DR
AIive is an innovative VR tool that visually and sonically represents neural networks, allowing users to interactively manipulate parameters and gain intuitive insights into AI models.
Contribution
It introduces a novel immersive VR environment combining visualization, sonification, and interaction to represent neural networks in an accessible and artistic way.
Findings
Enables real-time manipulation of neural network parameters in VR
Provides auditory feedback for neural network metrics
Creates an intuitive and artistic AI visualization experience
Abstract
Artificial Intelligence (AI), especially Neural Networks (NNs), has become increasingly popular. However, people usually treat AI as a tool, focusing on improving outcome, accuracy, and performance while paying less attention to the representation of AI itself. We present AIive, an interactive visualization of AI in Virtual Reality (VR) that brings AI "alive". AIive enables users to manipulate the parameters of NNs with virtual hands and provides auditory feedback for the real-time values of loss, accuracy, and hyperparameters. Thus, AIive contributes an artistic and intuitive way to represent AI by integrating visualization, sonification, and direct manipulation in VR, potentially targeting a wide range of audiences.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
