A Creative Tool for the Musician Combining LSTM and Markov Chains in Max/MSPNicola Privato ⁄ Omar Rampado ⁄ Alberto NovelloLSTM Neural Network ⁄ Markov Chain ⁄ MIDI Composer ⁄ Max/Msp Neural Network2022
A Study on Noise, Complexity, and Audio AestheticsStefano KalonarisComputational Aesthetics ⁄ Complexity ⁄ Japanoise2022
A Systematic Evaluation of GPT-2-Based Music GenerationBerker Banar ⁄ Simon ColtonGenerative Music ⁄ Deep Learning ⁄ Transformers ⁄ Music Generation Evaluation ⁄ Transfer Learning2022
Aesthetic Evaluation of Experimental Stimuli Using Spatial Complexity and Kolmogorov ComplexityMohammad Ali Javaheri JavidComputational Aesthetics ⁄ 2D Pattern ⁄ Information Theory ⁄ Spatial Complexity ⁄ Kolmogorov Complexity2022
An Application of Neural Embedding Models for Representing Artistic PeriodsRao Hamza Ali ⁄ Katie Rhodeghiero ⁄ Alexa Zuch ⁄ Saniya Syed ⁄ Erik LinsteadArt Periods ⁄ Neural Embeddings ⁄ Word Embeddings ⁄ T-Sne2022
Classification of Guitar Effects and Extraction of Their Parameter Settings from Instrument Mixes Using Convolutional Neural NetworksReemt Hinrichs ⁄ Kevin Gerkens ⁄ Jörn OstermannConvolutional Neural Networks ⁄ Guitar Effects ⁄ Parameter Extraction ⁄ Music Information Retrieval2022
Classifying Biometric Data for Musical Interaction Within Virtual RealityChris Rhodes ⁄ Richard Allmendinger ⁄ Ricardo ClimentEMG ⁄ Interactive Music ⁄ Machine Learning ⁄ Music Composition ⁄ Myo ⁄ Biometrics ⁄ Wekinator ⁄ VR ⁄ Virtual Reality2022
Co-creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based ReflectionSeveri Uusitalo ⁄ Anna Kantosalo ⁄ Antti Salovaara ⁄ Tapio Takala ⁄ Christian GuckelsbergerCo-Creativity ⁄ Interactive Evolutionary Algorithm ⁄ Introspection ⁄ Autoethnography ⁄ Longitudinal Study ⁄ Design2022
Conditional Drums Generation Using Compound Word RepresentationsDimos Makris ⁄ Guo Zixun ⁄ Maximos Kaliakatsos-Papakostas ⁄ Dorien HerremansDrums Generation ⁄ Transformer ⁄ Compound Word2022
Emotion-Driven Interactive Storytelling: Let Me Tell You How to FeelOneris Daniel Rico Garcia ⁄ Javier Fernandez Fernandez ⁄ Rafael Andres Becerra Saldana ⁄ Olaf WitkowskiComputational Creativity ⁄ Interactive Storytelling ⁄ Emotion Recognition ⁄ Affective Computing ⁄ Artificial Intelligence2022
EvoDesigner: Towards Aiding Creativity in Graphic DesignDaniel Lopes ⁄ João Correia ⁄ Penousal MachadoAutomatic ⁄ Evolutionary ⁄ Graphic Design ⁄ Layout ⁄ Poster2022
Evolutionary Construction of Stories that Combine Several Plot LinesPablo Gervás ⁄ Eugenio Concepción ⁄ Gonzalo MéndezStory Generation ⁄ Multiplot Stories ⁄ Evolutionary Approach2022
Expressive Aliens - Laban Effort Factors for Non-anthropomorphic MorphologiesDaniel BisigDance and Technology ⁄ Physics Simulation ⁄ Reinforcement Learning ⁄ Laban Effort Factors2022
Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent SpaceImke Grabe ⁄ Jichen Zhu ⁄ Manex AgirrezabalIntelligent Fashion ⁄ Generative Adversarial Networks ⁄ Genetic Algorithm ⁄ Gaussian Mixture Model2022
Generating Novel Furniture with Machine LearningNelson Vermeer ⁄ Andrew R. BrownDesign Language ⁄ Graph Network ⁄ Deep Neural Nets ⁄ Generative Design2022
Lamuse: Leveraging Artificial Intelligence for Sparking InspirationBart Lamiroy ⁄ Emmanuelle Potier2022
Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract ConceptsYingtao Tian ⁄ David Ha2022
MusIAC: An Extensible Generative Framework for Music Infilling Applications with Multi-level ControlRui Guo ⁄ Ivor Simpson ⁄ Chris Kiefer ⁄ Thor Magnusson ⁄ Dorien HerremansMusic Generation ⁄ Music Transformer ⁄ Music Control ⁄ Controllable Generation ⁄ Music Representation ⁄ Infilling2022
Music Style Transfer Using Constant-Q Transform SpectrogramsTyler McAllister ⁄ Björn Gambäck2022
Painting with Evolutionary AlgorithmsDanny Dijkzeul ⁄ Nielis Brouwer ⁄ Iris Pijning ⁄ Levi Koppenhol ⁄ Daan BergEvolutionary Algorithms ⁄ Plant Propagation Algorithm ⁄ Computational Creativity ⁄ Hillclimbing ⁄ Simulated Annealing ⁄ Brush Strokes2022
Quality-Diversity for Aesthetic EvolutionJon McCormack ⁄ Camilo Cruz GambardellaQuality Diversity ⁄ Aesthetic Measure ⁄ Generative Art ⁄ Generative Design ⁄ Evolutionary Art ⁄ Fitness Measure2022
SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms ⁜Tasos Asonitis ⁄ Richard Allmendinger ⁄ Matt Benatan ⁄ Ricardo ClimentSonification ⁄ Optimization ⁄ Algorithmic Behaviour ⁄ Metaheuristics ⁄ Evolutionary Computation ⁄ Process Monitoring ⁄ Sonopt2022
Sound Model Factory: An Integrated System Architecture for Generative Audio ModellingLonce Wyse ⁄ Purnima Kamath ⁄ Chitralekha GuptaGenerative Sound Modeling ⁄ Parameter Mapping ⁄ Audio Textures ⁄ Neural Networks2022
SpeechTyper: From Speech to Typographic CompositionJéssica Parente ⁄ Tiago Martins ⁄ Jo\textasciitilde ao Bicker ⁄ Penousal MachadoType Design ⁄ Typography ⁄ Speech ⁄ Speech-Driven ⁄ Sound2022
Towards the Generation of Musical Explanations with GPT-3Stephen James Krol ⁄ Maria Teresa Llano ⁄ Jon McCormackExplainability ⁄ GPT3 ⁄ Music2022
Translating Emotions from EEG to Visual ArtsPiera Riccio ⁄ Francesco Galati ⁄ Maria A. Zuluaga ⁄ Juan Carlos De Martin ⁄ Stefano NicheleArt Generation ⁄ Deep Learning ⁄ Computational Creativity ⁄ Affective Computing ⁄ Brain-Computer Interface2022