<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Digital Humans | Dr. Rafael Wampfler</title><link>https://rafael-wampfler.github.io/tags/digital-humans/</link><atom:link href="https://rafael-wampfler.github.io/tags/digital-humans/index.xml" rel="self" type="application/rss+xml"/><description>Digital Humans</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Wed, 03 Dec 2025 00:00:00 +0000</lastBuildDate><image><url>https://rafael-wampfler.github.io/media/icon_hu_d100f07c298b9e73.png</url><title>Digital Humans</title><link>https://rafael-wampfler.github.io/tags/digital-humans/</link></image><item><title>Digital Einstein</title><link>https://rafael-wampfler.github.io/projects/digital-einstein/</link><pubDate>Tue, 01 Jun 2021 00:00:00 +0000</pubDate><guid>https://rafael-wampfler.github.io/projects/digital-einstein/</guid><description>&lt;h2 id="overview"&gt;Overview&lt;/h2&gt;
&lt;p&gt;Digital Einstein is a flagship embodied conversational agent that brings the historical figure of Albert Einstein to life through real-time multimodal AI interaction. The system combines speech recognition and synthesis, facial animation, gesture control, and a cognitively grounded language understanding pipeline to deliver immersive, personality-consistent conversations.&lt;/p&gt;
&lt;p&gt;Digital Einstein serves three interconnected roles:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;Research platform&lt;/strong&gt; — a testbed for studying human–agent interaction in constrained embodied settings, yielding insights on affective computing, personality modeling, dialog act classification, and conversational AI.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Education platform&lt;/strong&gt; — a live demonstration of conversational AI and multimodal deep learning deployed in university events, science outreach, and public engagement.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Public engagement tool&lt;/strong&gt; — reaching thousands of visitors globally at scientific conferences, tech summits, museums, and public events, generating sustained international recognition for ETH Zurich.&lt;/li&gt;
&lt;/ol&gt;
&lt;h2 id="motivation"&gt;Motivation&lt;/h2&gt;
&lt;p&gt;How can AI systems convincingly portray a well-known historical personality — someone whose knowledge, values, and speaking style are culturally established — in real-time dialogue with arbitrary members of the public? This challenge crystallizes core problems in interactive AI: maintaining factual and characterological consistency, adapting dynamically to unpredictable user inputs, and delivering a compelling embodied experience at scale.&lt;/p&gt;
&lt;p&gt;Digital Einstein was conceived as both a scientific challenge and a communication vehicle: making abstract advances in AI tangible for general audiences while simultaneously driving rigorous research on the underlying problems.&lt;/p&gt;
&lt;h2 id="approach"&gt;Approach&lt;/h2&gt;
&lt;p&gt;The system is built on a full-pipeline architecture described in the SIGGRAPH 2025 paper &lt;em&gt;&amp;ldquo;A Platform for Interactive AI Character Experiences&amp;rdquo;&lt;/em&gt;. Key components include:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Perception layer&lt;/strong&gt;: Real-time speech recognition via Microsoft Azure Speech Services and multimodal input processing through a webcam-based vision pipeline, including face detection, user characterization, head pose estimation, and re-identification.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Cognitive reasoning layer&lt;/strong&gt;: Knowledge-grounded dialogue management with integrated response generation, powered by GPT-4.1 mini, featuring dynamic personality infusion that adapts outputs to user-selectable archetypes: Digital Einstein, Rude Bulldozer, Drama Volcano, Zen Master, and Hashtag Prophet.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Animation synthesis&lt;/strong&gt;: Data-driven facial animation synchronized with speech output using NVIDIA Audio2Face, blended with emotion-conditioned expressions, and complemented by a curated library of motion-captured body animations categorized by avatar state.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Embodiment&lt;/strong&gt;: A stylized Albert Einstein avatar rendered in Unity on a 65-inch display, integrated into a themed early-20th-century physical environment with spatial audio, a hidden microphone, and physical personality sliders built from potentiometers and an Arduino.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The SIGGRAPH Asia 2024 demonstration paper &lt;em&gt;&amp;ldquo;Immersive Conversations with Digital Einstein: Linking a Physical System and AI&amp;rdquo;&lt;/em&gt; details the physical installation setup, including the integration of an animatronic head with the real-time AI pipeline at the Tokyo venue.&lt;/p&gt;
&lt;h2 id="key-results"&gt;Key Results&lt;/h2&gt;
&lt;p&gt;Digital Einstein has been demonstrated at over 20 major events worldwide, including:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;SIGGRAPH Asia 2024&lt;/strong&gt; (Tokyo, Japan) — Emerging Technologies&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;SIGGRAPH 2025&lt;/strong&gt; (Vancouver, Canada)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;GITEX Global 2024 &amp;amp; 2025&lt;/strong&gt; (Dubai, UAE) — Swiss Pavilion&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;World Economic Forum 2024 &amp;amp; 2026&lt;/strong&gt; (Davos, Switzerland)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Berlin Science Week 2025&lt;/strong&gt; (Berlin, Germany)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Swiss Re Resilience Summit 2024&lt;/strong&gt; (Rüschlikon, Switzerland)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Microsoft Initiative to Advance AI Diffusion in Switzerland 2025&lt;/strong&gt; (Berne)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;After the Algorithm Festival 2026&lt;/strong&gt; (Zurich, Switzerland)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The project has generated sustained international media coverage and public interest, positioning ETH Zurich as a world leader in embodied conversational AI.&lt;/p&gt;
&lt;figure&gt;&lt;img src="https://rafael-wampfler.github.io/projects/digital-einstein/gitex.jpg"
alt="Swiss Ambassador to the UAE, Arthur Mattli, interacting with Digital Einstein at GITEX Global in Dubai."&gt;&lt;figcaption&gt;
&lt;p&gt;Swiss Ambassador to the UAE, Arthur Mattli, interacting with Digital Einstein at GITEX Global in Dubai.&lt;/p&gt;
&lt;/figcaption&gt;
&lt;/figure&gt;
&lt;h2 id="learn-more"&gt;Learn More&lt;/h2&gt;
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&lt;h2 id="primary-publications"&gt;Primary Publications&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;R. Wampfler&lt;/strong&gt;, C. Yang, D. Elste, N. Kovačević, P. Witzig and M. Gross (2025). &lt;em&gt;A Platform for Interactive AI Character Experiences&lt;/em&gt;. Proceedings of the SIGGRAPH Conference Papers &amp;lsquo;25 (Vancouver, Canada, August 10–14, 2025), pp. 1–11.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;R. Wampfler&lt;/strong&gt;, N. Kovačević, P. Witzig, C. Yang, M. Gross (2024). &lt;em&gt;Immersive Conversations with Digital Einstein: Linking a Physical System and AI&lt;/em&gt;. In SIGGRAPH Asia 2024 Emerging Technologies (SA &amp;lsquo;24) (Tokyo, Japan, December 3–6, 2024).&lt;/p&gt;</description></item><item><title>PhonemeNet: A Transformer Pipeline for Text-Driven Facial Animation</title><link>https://rafael-wampfler.github.io/publications/phonemenet-2025/</link><pubDate>Wed, 03 Dec 2025 00:00:00 +0000</pubDate><guid>https://rafael-wampfler.github.io/publications/phonemenet-2025/</guid><description>
&lt;blockquote class="border-l-4 border-neutral-300 dark:border-neutral-600 pl-4 italic text-neutral-600 dark:text-neutral-400 my-6"&gt;
&lt;p&gt;&lt;strong&gt;Best Paper Honorable Mention&lt;/strong&gt; — 18th ACM SIGGRAPH Conference on Motion, Interaction, and Games (MIG 2025)&lt;/p&gt;
&lt;/blockquote&gt;</description></item><item><title>A Platform for Interactive AI Character Experiences</title><link>https://rafael-wampfler.github.io/publications/platform-interactive-ai-2025/</link><pubDate>Sun, 10 Aug 2025 00:00:00 +0000</pubDate><guid>https://rafael-wampfler.github.io/publications/platform-interactive-ai-2025/</guid><description/></item></channel></rss>