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        Embodied Perspectives on Musical AI (EmAI)
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              <h1>
      
        Embodied Perspectives on Musical AI (EmAI)
      </h1>
              
              
      
        <div class="vrtx-introduction"><p>In this two-day workshop consisting of keynote speeches, performances, and thematic sessions, we explore&nbsp;<span><span>musical artificial intelligence's past, present, and future through the lenses of embodied cognition.</span></span></p>
</div>
      
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    <span class="time-and-place">Time:</span>
    <time class="dtstart" datetime="2022-11-21T12:00:00+01:00">
Nov. 21, 2022 12:00 PM</time><span class="separator-date"> &ndash; </span><time class="dtend" datetime="2022-11-22T22:00:00+01:00">Nov. 22, 2022 10:00 PM</time>


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                <div class="vrtx-imagedescription"><p>The image is generated by OpenAI's&nbsp;DALL·E 2 from the text prompt, "Embodied Perspectives on Musical AI."</p>
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                <div><span class="vrtx-toc-header">Table of Contents</span>
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<p>The workshop is free and open for anyone interested in the topic.</p>

<p><a class="button" href="https://nettskjema.no/a/emai-register">Sign up for the workshop</a></p>

<h2>About</h2>

<p>Embodiment, or, more concretely, musical embodiment, denotes how the body shapes our musical experiences. For example, you may exert more or less effort depending on the uncertainty of some musical situations or while playing technically challenging tasks. Such varying levels of effort during a live performance can lead to particular affective states resulting in bodily arousals. Or, you can also use your body functionally, such as full-body swaying to facilitate keeping the groove or nodding your head to signal your bandmate to return to the tune’s main melody. From an enactive perspective, our perception is shaped by our actions. As such, cognition emerges not just through information processing but mainly from the dynamic interaction between the agent and the environment. All in all, we experience the music with our body, using more modalities than hearing, regardless if we perform or listen to it.&nbsp;</p>

<p>Most musical artificial intelligence (AI) and multi-agent systems (MAS) focus on the music information found in the auditory domain. Modeling instrumental acoustics, synthesizing raw audio, or generating symbolic music data are highly complex tasks that AI can already accomplish to some extent. Still, it is unclear how these technologies can collaborate with musicking humans. How will machines perceive humans as diverse embodied entities, and how will humans communicate with machines exploiting multiple modalities? How can embodiment theories contribute to creating intelligent musical agents? At large, how will we make music with AI in the future? The interaction and artistic contexts, perceptual-motor constraints, affective states, environmental features, sensing devices, and computational systems are just a few that can come into play in an attempt to answer such questions.</p>

<p>An interdisciplinary research model encompassing natural sciences, humanities, cognition, and performing arts is often necessary to understand conventional forms of musical collaboration and create novel music technologies. Thus, in this two-day workshop, we will convene a group of scholars, artists, and engineers from diverse disciplines to emphasize embodied perspectives on musical human-AI interactions. Together we will explore theories and practices in this intriguing domain and discuss musical AI's past, present, and future through the lenses of embodied cognition.</p>

<p>&nbsp;</p>

<h2>Submissions</h2>

<p>The two-day workshop will consist of thematic sessions in addition to two keynote lectures and one evening performance. We invite submissions for the thematic sessions. The aim is to encourage dialogue so that presenters will give short 10-minute presentations followed by a panel discussion. The proposals can include demos, completed projects, works-in-progress, and provocations. We solicit anything of relevance to the topic of Embodied Perspectives on Musical AI. Short proposal texts (200-300 words) <s>can be submitted at:<a href="https://nettskjema.no/a/emai"> https://nettskjema.no/a/emai</a>.</s></p>

<h2>Important dates</h2>

<ul>
	<li><s>Abstract submission deadline: 1 September 2022 (AoE, UTC-12)</s></li>
	<li><s>Workshop notifications sent to authors: 21 September 2022</s></li>
	<li><s>Registration open: 28 September 2022</s>
		<ul>
			<li><s>Go to the <a href="https://nettskjema.no/a/emai-register">EmAI Participant Registration</a> form (for non-presenters!)</s></li>
		</ul>
	</li>
	<li><s>Announcement of the final program: 21 October 2022</s></li>
	<li><s>Workshop: 21-22 November 2022</s></li>
</ul>

<h2>Where</h2>

<p>This workshop will be in a hybrid format, meaning you can choose to join us via Zoom&nbsp;or in person. The first day of the workshop will take place in Salen in the <a href="/english/about/getting-around/areas/blindern/bl21/">ZEB building</a>, while the second day will be in Forsamlingssalen in&nbsp;<a href="/om/finn-fram/omrader/gaustad/ga09/">Harald Schjelderups Hus</a>.</p>

<h2>Live Stream</h2>

<p><a href="https://youtu.be/G5OknCS54q0">Day 1</a></p>

<p></p>

<p><a href="https://youtu.be/V8Vy1eWgoLU">Day 2</a></p>

<p></p>

<p><a href="https://youtu.be/pIq6TP2ox5c">Performances</a></p>

<p></p>

<h2>Workshop program</h2>

<p><em>All times are in Central European Time (CET), UTC +1&nbsp;</em></p>

<table>
	<tbody>
		<tr>
			<td colspan="4"><strong>Monday 21 November 2022&nbsp;</strong>@<a href="https://link.mazemap.com/gD5uhFi4">Salen</a></td>
		</tr>
		<tr>
			<td>
			<p>09:15</p>
			</td>
			<td>
			<div><strong>Pre-workshop hands-on: </strong></div>

			<div><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/bilge-serdar-goksuluk.html"><em>From Bodily Interactions to Embodied Concepts</em></a></div>

			<p><a class="button" href="https://nettskjema.no/a/294299">Pre-registration is required</a></p>
			</td>
			<td><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/bilge-serdar-goksuluk.html">Bilge Serdar G?ksülük</a></td>
			<td>University of Oslo</td>
		</tr>
		<tr>
			<td>11:30</td>
			<td colspan="3" rowspan="1">Coffee and registration</td>
		</tr>
		<tr>
			<td>12:00</td>
			<td><strong>Welcome</strong></td>
			<td><a href="/ritmo/english/people/management/alexanje/index.html">Alexander R. Jensenius</a></td>
			<td>University of Oslo</td>
		</tr>
		<tr>
			<td>12:10</td>
			<td><strong>Introducing the program</strong></td>
			<td>?a?r? Erdem</td>
			<td>University of Oslo</td>
		</tr>
		<tr>
			<td>12:15</td>
			<td><strong>Keynote</strong></td>
			<td><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/sarahfa.html" target="popup">Embodied Interaction in Dance: methods, creations, and critical reflections</a>&nbsp;(Sarah Fdili Alaoui)</td>
			<td>LISN-Université Paris Saclay &amp; Ex)Situ INRIA</td>
		</tr>
		<tr>
			<td>14:00</td>
			<td colspan="3" rowspan="1"><em>Break&nbsp;</em></td>
		</tr>
		<tr>
			<td>14:15</td>
			<td colspan="3" rowspan="1">
			<p><strong>Thematic Session 1: <em>Design and Interaction</em></strong></p>

			<p>Chair: <a href="https://www.mn.uio.no/ifi/english/people/aca/griff/index.html">Carsten Griwodz</a></p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/davin-browner.html" target="popup">Memristor based Spiking Neural Network Interfaces (SNNIs) for Embodied Musical AI</a> (Davin Browner)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/chris-kiefer.html" target="popup">Holistic approaches to musical AI interfaces</a> (Chris Kiefer)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/florian-goeschke.html" target="popup">The iOSCahedron - developing a hybrid spatialization instrument</a> (Florian Goeschke)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/sebastian-gonzalez.html" target="popup">AI for traditional instrument making</a> (Sebastian Gonzalez)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/christopher-tralie.html" target="popup">Embodied Learning in Music Theory through Augmented Reality</a> (Christopher Tralie)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/greg-corness.html" target="popup">Intuition as a Parameter of Interaction Experience</a> (Greg Corness)</p>

			<p>Panel discussion</p>
			</td>
		</tr>
		<tr>
			<td>15:25</td>
			<td colspan="3" rowspan="1"><em>Break &amp; <a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/demos.html">Demos</a></em></td>
		</tr>
		<tr>
			<td>15:40</td>
			<td colspan="3" rowspan="1">
			<p><strong>Thematic Session 2: <em>Software and Synthesis</em></strong></p>

			<p>Chair: <a href="https://vbn.aau.dk/en/persons/117531">Dan Overholt</a></p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/andre-holzapfel.html" target="popup">Identity and Inspiration: perspectives on automatic generation of dance</a> (Andre Holzapfel)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/bjorn-thor-jonsson.html" target="popup">Embodiment of audio evolution</a> (Bj?rn Thór Jónsson)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/darragh-kelly.html" target="popup">Neural synthesis and embodied practice on Musical AI</a> (Darragh Kelly)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/jonathan-chaim-reus.html" target="popup">Performing Voices Without Bodies</a> (Jonathan Chaim Reus)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/camille-noufi.html" target="popup">The Role of the Vocal Persona in Natural and Synthesized Speech</a> (Camille Noufi)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/riccardo-simionato.html" target="popup">Conditioning Neural Network for Embodied Nonlinear Interaction</a> (Riccardo Simionato)</p>

			<p>Panel discussion</p>
			</td>
		</tr>
		<tr>
			<td>17:00</td>
			<td colspan="3" rowspan="1"><em>Break &amp; <a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/demos.html">Demos</a></em></td>
		</tr>
		<tr>
			<td>17:30</td>
			<td colspan="3"><em>Bubbles and tapas</em></td>
		</tr>
	</tbody>
</table>

<table>
	<tbody>
		<tr>
			<td colspan="4"><strong>Tuesday 22 November 2022</strong> @<a href="https://link.mazemap.com/ivbRw0Zb">Forsamlingssalen</a></td>
		</tr>
		<tr>
			<td>09:15</td>
			<td colspan="3" rowspan="1">Coffee and registration</td>
		</tr>
		<tr>
			<td>09:40</td>
			<td colspan="3" rowspan="1">
			<p><strong>Thematic Session 3: <em>Modeling and Analysis</em></strong></p>

			<p>Chair: <a href="https://www.mn.uio.no/ifi/english/people/aca/kyrrehg/index.html">Kyrre Glette&nbsp;</a></p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/tejaswinee-kelkar.html" target="popup">Embodied AI in North Indian Classical Music</a> (Tejaswinee Kelkar)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/oluremi-falowo.html" target="popup">Embodied Music Emotion Representation Learning with Deep Multimodal Networks</a> (Oluremi Falowo)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/alex-szorkovzsky.html" target="popup">Embodied Beat Tracking with a Virtual Quadruped</a> (Alex Szorkovzsky)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/shane-byrne.html" target="popup">Enacting a Musical Habitus: here deviance is possible</a> (Shane Byrne)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/marco-donnarumma.html" target="popup">Transgressing the System: AI and corporeal knowledge</a> (Marco Donnarumma)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/mojtaba-karbasi.html" target="popup">Robotic drummer with embodied cognition</a> (Mojtaba Karbasi)</p>

			<p>Panel discussion</p>
			</td>
		</tr>
		<tr>
			<td>10:50</td>
			<td colspan="3" rowspan="1"><em>Break &amp; <a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/demos.html">Demos</a></em></td>
		</tr>
		<tr>
			<td>11:05</td>
			<td colspan="3" rowspan="1">
			<p><strong>Thematic Session 4: <em>Creativity and Expressivity</em></strong></p>

			<p>Chair: <a href="https://www.hf.uio.no/imv/english/people/aca/tenured/nanetten/index.html">Nanette Nielsen</a></p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/teresa-pelinski.html" target="popup">Anomaly detection as a means of sensing subtlety and nuance in musical gesture: toolchain and preliminary results</a> (Teresa Pelinski)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/charles-martin.html" target="popup">Instruments that push back: Manipulating feedback networks with embodied musical AI</a> (Charles Martin)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/kenrick-ho.html" target="popup">Drawing Stick-figures with Music: Reflections on using Lerdahl's Cognitive Constraints for Composition</a> (Kenrick Ho)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/mike-mccormick.html" target="popup">Improvising with an Algorithm: A Performer's Perspective knowledge</a> (Mike McCormick)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/balint-laczko.html" target="popup">Working with AI to create the world of The Hum</a> (Bálint Laczkó)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/victor-shepardson.html" target="popup">Investigating the Lived Experience of Statistical AI with Microphenomenology and Notochord</a> (Victor Shepardson)</p>

			<p>Panel discussion</p>
			</td>
		</tr>
		<tr>
			<td>12:15</td>
			<td colspan="3" rowspan="1"><em>Break &amp; <a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/demos.html">Demos</a></em></td>
		</tr>
		<tr>
			<td>12:30</td>
			<td colspan="3"><em>Lunch&nbsp;</em></td>
		</tr>
		<tr>
			<td>13:15</td>
			<td><strong>Keynote</strong></td>
			<td><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/sofian-audry.html" target="popup">Keynote: Aesthetics of Machine Learning Art and Music in Embodied Agents</a>&nbsp;(Sofian Audry)</td>
			<td>University of Quebec in Montreal</td>
		</tr>
		<tr>
			<td>15:00</td>
			<td colspan="3" rowspan="1"><em>Break &amp; RITMO tour!</em></td>
		</tr>
		<tr>
			<td>15:30</td>
			<td colspan="3" rowspan="1">
			<p><strong>Thematic Session 5: <em>Mapping and Control</em></strong></p>

			<p>Chair: <a href="https://www.hf.uio.no/imv/english/people/aca/temporary/tejaswik/index.html">Tejaswinee Kelkar</a></p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/visi-hein.html" target="popup">Artificial Agents and Moving Bodies</a> (Federico Visi &amp; Nicola Leonard Hein)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/andrea-cera.html" target="popup">Interactive Sonification of Expressive Gesture: the DanzArTe - Emotion Wellbeing Technology Project</a> (Andrea Cera)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/dan-overholt.html" target="popup">ImprovAIze: A new bridging project for Embodied Perspectives on Musical AI</a> (Dan Overholt)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/jason-palamara.html" target="popup">Faceplayer: A modular embodiment system for ML-enabled performance technologies</a> (Jason Palamara)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/jason-snell.html" target="popup">Using Biosensors to Amplify Music Embodiment</a> (Jason Snell)</p>

			<p><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/georgios-diapoulis.html" target="popup">Continuous gestural interactions in live coding</a> (Georgios Diapoulis)</p>

			<p>Panel discussion</p>
			</td>
		</tr>
		<tr>
			<td>16:45</td>
			<td colspan="3" rowspan="1">Wrapping-up</td>
		</tr>
		<tr>
			<td>17:00</td>
			<td colspan="3"><em>Break &amp; <a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/demos.html">Demos</a></em></td>
		</tr>
	</tbody>
</table>

<table>
	<tbody>
		<tr>
			<td colspan="4"><strong>Tuesday 22 November 2022</strong> (cont'd) @<a href="/om/finn-fram/omrader/blindern/bl13/">Realfagsbiblioteket</a></td>
		</tr>
		<tr>
			<td>19:00</td>
			<td><strong>Performance</strong></td>
			<td>The [Optic]Fiber Ensemble</td>
			<td>University of Oslo</td>
		</tr>
		<tr>
			<td>19:20</td>
			<td colspan="3" rowspan="1"><em>Break</em></td>
		</tr>
		<tr>
			<td>19:30</td>
			<td><strong>Keynote Performace</strong></td>
			<td><a href="/ritmo/english/news-and-events/events/workshops/2022/embodied-ai/p/koray-tahiroglu.html" target="popup">Communal; AI as a Material, Instrument and the Other</a>&nbsp;(Koray Tahiro?lu)</td>
			<td>Aalto University</td>
		</tr>
		<tr>
			<td>20:30</td>
			<td colspan="3" rowspan="1">
			<p><strong>Panel discussion:&nbsp;</strong><em>How can we make music with AI in the future?</em></p>

			<p>Moderator: <a href="https://www.hf.uio.no/imv/english/people/aca/tenured/stefanof/index.html">Stefano Fasciani</a></p>

			<p>Panelists: Benedikte Wallace, <a href="/ritmo/english/people/management/alexanje/index.html">Alexander Jensenius</a>,&nbsp;<span style="font-weight:400; font-variant:normal; white-space:pre-wrap"><span style="font-style:normal"><a href="http://saralaoui.com/">Sarah Fdili Alaoui</a>, <a href="http://dmi.aalto.fi/koraytahiroglu/">Koray Tahiroglu</a>, <a href="https://sofianaudry.com/">Sofian Audry</a></span></span></p>
			</td>
		</tr>
		<tr>
			<td>21:15</td>
			<td colspan="3">Closing</td>
		</tr>
	</tbody>
</table>

<h2>Workshop convenors</h2>

<p>?a?r? Erdem, <a href="https://www.hf.uio.no/imv/english/people/aca/temporary/riccarsi/index.html">Riccardo Simionato</a>, <a href="/ritmo/english/people/phd-fellows/mojtabak/index.html">Sayed Mojtaba Karbasi</a>, <a href="/ritmo/english/people/management/alexanje/index.html">Alexander Refsum Jensenius</a></p>

<p>Tech crew: <a href="https://www.hf.uio.no/imv/personer/adm/aleksati/">Aleksander Tidemann</a>, P<a href="https://pedrolucas.tech/">edro Pablo Lucas Bravo</a>, <a href="/ritmo/english/people/phd-fellows/mahamr/index.html">Maham Riaz</a>,&nbsp;<a href="/ritmo/english/people/postdoctoral-fellows/bthj/index.html">Bj?rn Thor Jónsson</a></p>

<p>Administration: <a href="/ritmo/english/people/administration/eiriskar/index.html">Eirik Slinning Karlsen</a>, <a href="/ritmo/english/people/administration/maritjf/index.html">Marit Johanne Furunes</a>, <a href="https://www.hf.uio.no/imv/english/people/adm/julieoda/index.html">Julie ?derud Danielsen</a></p>

              </div>
              
      
      
        <div class="vrtx-event-organizers">
          <h2>Organiser</h2>
          
            
            
            
            
            

            
              <a href="/ritmo/english/research/interaction-robotics/index.html"><span class="organizer">Interaction and Robotics Lab</span></a>,
            
            
          
            
            
            
            
            

            
              <a href="/ritmo/english/"><span class="organizer">RITMO</span></a>,
            
            
          
            
            
            
            
            

            
              <a href="https://www.hf.uio.no/imv/english/"><span class="organizer">Department of Musicology</span></a>
            
            
              and
            
          
            
            
            
            
            

            
              <a href="https://www.mn.uio.no/ifi/english/"><span class="organizer">Department of Informatics</span></a>
            
            
          
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  <span class="vrtx-tags">
      <span class="title">Tags:</span>
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<a href="/english/?vrtx=tags&amp;tag=artificial%20intelligence">artificial intelligence</a><span class="tag-separator">,</span>
<a href="/english/?vrtx=tags&amp;tag=embodied%20cognition">embodied cognition</a><span class="tag-separator">,</span>
<a href="/english/?vrtx=tags&amp;tag=Music%20Technology">Music Technology</a>
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          <span class="published-date-label">Published</span> <span class="published-date">July 20, 2022 10:24 PM </span>
          
            <span class="separator-date"> - </span> <span class="last-modified-date">Last modified</span> <span class="last-modified-date">Jan. 5, 2026 1:59 PM</span>
          
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