Long Talks. LooperGP: A Loopable Sequence Model for Live Coding Performance Using GuitarPro Tablature / Sara Adkins, Pedro Sarmento, Mathieu Barthet -- Chordal Embeddings Based on Topology of the Tonal Space / Anton Ayzenberg, Maxim Beketov, Aleksandra Burashnikova, German Magai, Anton Polevoi, Ivan Shanin et al. -- Music Generation with Multiple Ant Colonies Interacting on Multilayer Graphs / Lluc Bono Rosselló, Hugues Bersini -- Automatically Adding to Artistic Cultures / Simon Colton, Berker Banar -- Extending Generative Neo-Riemannian Theory for Event-Based Soundtrack Production / Simon Colton, Sara Cardinale -- Is Beauty in the Age of the Beholder? / Edward Easton, Ulysses Bernardet, Anikó Ekárt -- Extending the Visual Arts Experience: Sonifying Paintings with AI / Thomas Fink, Alkim Almila Akdag Salah -- Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio / Leonard Fricke, Igor Vatolkin, Fabian Ostermann -- AI-rmonies of the Spheres / Adrián García Riber, Francisco Serradilla -- SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders / Kyle Kastner, Tim Cooijmans, Yusong Wu, Aaron Courville -- SketchSynth: Cross-Modal Control of Sound Synthesis / Sebastian Löbbers, Louise Thorpe, György Fazekas -- Towards the Evolution of Prompts with MetaPrompter / Tiago Martins, João M. Cunha, João Correia, Penousal Machado -- Is Writing Prompts Really Making Art? / Jon McCormack, Camilo Cruz Gambardella, Nina Rajcic, Stephen James Krol, Maria Teresa Llano, Meng Yang -- Using GPT-3 to Achieve Semantically Relevant Data Sonificiation for an Art Installation / Rodolfo Ocampo, Josh Andres, Adrian Schmidt, Caroline Pegram, Justin Shave, Charlton Hill et al. -- Using Autoencoders to Generate Skeleton-Based Typography / Jéssica Parente, Luís Gonçalo, Tiago Martins, João Miguel Cunha, João Bicker, Penousal Machado -- Visual Representation of the Internet Consumption in the European Union / Telma Rodrigues, Catarina Maçãs, Ana Rodrigues -- GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers / Pedro Sarmento, Adarsh Kumar, Yu-Hua Chen, CJ Carr, Zack Zukowski, Mathieu Barthet -- Artistic Curve Steganography Carried by Musical Audio / Christopher J. Tralie -- LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation / Olga Vechtomova, Gaurav Sahu -- Searching for Human Bias Against AI-Composed Music / Dimiter Zlatkov, Jeff Ens, Philippe Pasquier -- Short Talks. Fabric Sketch Augmentation & Styling via Deep Learning & Image Synthesis / Omema Ahmed, Muhammad Salman Abid, Aiman Junaid, Syeda Saleha Raza -- Transposition of Simple Waveforms from Raw Audio with Deep Learning / Patrick J. Donnelly, Parker Carlson -- AI-Aided Ceramic Sculptures: Bridging Deep Learning with Materiality / Varvara Guljajeva, Mar Canet Sola -- OSC-Qasm: Interfacing Music Software with Quantum Computing / Omar Costa Hamido, Paulo Vitor Itaboraí -- EvoDesigner: Aiding the Exploration of Innovative Graphic Design Solutions / Daniel Lopes, João Correia, Penousal Machado -- Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals / Ravindu Perera, Manjusri Wickramasinghe, Lakshman Jayaratne -- Musical Genre Recognition Based on Deep Descriptors of Harmony, Instrumentation, and Segments / Igor Vatolkin, Mark Gotham, Néstor Nápoles López, Fabian Ostermann