Artificial Intelligence in Music, Sound, Art and Design: Lecture Notes in Computer Science
Editat de Colin Johnson, Nereida Rodríguez-Fernández, Sérgio M. Rebeloen Limba Engleză Paperback – apr 2023
The 20 full papers and 7 short papers presented in this book were carefully reviewed and selected from 55 submissions. They cover a wide range of topics and application areas of artificial intelligence, including generative approaches to music and visual art, deep learning, and architecture.
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Specificații
ISBN-13: 9783031299551
ISBN-10: 3031299558
Pagini: 444
Ilustrații: XI, 430 p. 157 illus., 127 illus. in color.
Dimensiuni: 155 x 235 x 24 mm
Greutate: 0.67 kg
Ediția:1st edition 2023
Editura: Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
ISBN-10: 3031299558
Pagini: 444
Ilustrații: XI, 430 p. 157 illus., 127 illus. in color.
Dimensiuni: 155 x 235 x 24 mm
Greutate: 0.67 kg
Ediția:1st edition 2023
Editura: Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
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Cuprins
Long Talks.- LooperGP: A Loopable Sequence Model for Live Coding Performance using GuitarPro Tablature.- Chordal embeddings based on topology of the tonal space.- Music Generation with Multiple Ant Colonies Interacting on Multilayer Graphs.- Automatically Adding to Artistic Cultures.- Extending Generative Neo-Riemannian Theory for Event-based Soundtrack Production.- Is beauty in the age of the beholder.- Extending the Visual Arts experience: Sonifying Paintings with AI.- Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio.- AI-rmonies of the Spheres.- SUNMASK: Mask Enhanced Control in Step Unrolled Denoising Autoencoders.- SketchSynth: cross-modal control of sound synthesis.- Towards the Evolution of Prompts with MetaPrompter.- Is Writing Prompts Really Making Art.- Using GPT-3 to achieve semantically relevant data sonificiation for an art installation.- Using Autoencoders to Generate Skeleton-based Typography.- Visual Representationof the Internet Consumption in the European Union.- GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers.- Artistic Curve Steganography Carried by Musical Audio.- LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation.- Searching For Human Bias Against AI-Composed Music.- Short Talks.- Fabric Sketch Augmentation & Styling via Deep Learning & Image Synthesis.- Transposition of Simple Waveforms from Raw Audio with Deep Learning.- AI-aided Ceramic Sculptures: Bridging Deep Learning with Materiality.- OSC-Qasm: Interfacing Music Software with Quantum Computing.- EvoDesigner: Aiding the exploration of innovative graphic design solutions.- Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals.- Musical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation, and Segments.