EvoMUSART Index
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Authors
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Keywords
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Years
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Info
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EvoMUSART 2024
Articles from 2022
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A Creative Tool for the Musician Combining LSTM and Markov Chains in Max/MSP
Nicola Privato
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Omar Rampado
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Alberto Novello
LSTM Neural Network
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Markov Chain
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MIDI Composer
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Max/Msp Neural Network
2022
A Study on Noise, Complexity, and Audio Aesthetics
Stefano Kalonaris
Computational Aesthetics
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Complexity
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Japanoise
2022
A Systematic Evaluation of GPT-2-Based Music Generation
Berker Banar
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Simon Colton
Generative Music
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Deep Learning
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Transformers
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Music Generation Evaluation
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Transfer Learning
2022
Aesthetic Evaluation of Experimental Stimuli Using Spatial Complexity and Kolmogorov Complexity
Mohammad Ali Javaheri Javid
Computational Aesthetics
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2D Pattern
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Information Theory
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Spatial Complexity
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Kolmogorov Complexity
2022
An Application of Neural Embedding Models for Representing Artistic Periods
Rao Hamza Ali
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Katie Rhodeghiero
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Alexa Zuch
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Saniya Syed
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Erik Linstead
Art Periods
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Neural Embeddings
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Word Embeddings
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T-Sne
2022
Classification of Guitar Effects and Extraction of Their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks
Reemt Hinrichs
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Kevin Gerkens
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Jörn Ostermann
Convolutional Neural Networks
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Guitar Effects
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Parameter Extraction
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Music Information Retrieval
2022
Classifying Biometric Data for Musical Interaction Within Virtual Reality
Chris Rhodes
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Richard Allmendinger
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Ricardo Climent
EMG
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Interactive Music
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Machine Learning
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Music Composition
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Myo
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Biometrics
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Wekinator
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VR
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Virtual Reality
2022
Co-creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection
Severi Uusitalo
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Anna Kantosalo
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Antti Salovaara
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Tapio Takala
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Christian Guckelsberger
Co-Creativity
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Interactive Evolutionary Algorithm
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Introspection
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Autoethnography
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Longitudinal Study
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Design
2022
Conditional Drums Generation Using Compound Word Representations
Dimos Makris
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Guo Zixun
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Maximos Kaliakatsos-Papakostas
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Dorien Herremans
Drums Generation
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Transformer
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Compound Word
2022
Emotion-Driven Interactive Storytelling: Let Me Tell You How to Feel
Oneris Daniel Rico Garcia
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Javier Fernandez Fernandez
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Rafael Andres Becerra Saldana
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Olaf Witkowski
Computational Creativity
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Interactive Storytelling
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Emotion Recognition
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Affective Computing
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Artificial Intelligence
2022
EvoDesigner: Towards Aiding Creativity in Graphic Design
Daniel Lopes
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João Correia
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Penousal Machado
Automatic
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Evolutionary
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Graphic Design
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Layout
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Poster
2022
Evolutionary Construction of Stories that Combine Several Plot Lines
Pablo Gervás
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Eugenio Concepción
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Gonzalo Méndez
Story Generation
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Multiplot Stories
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Evolutionary Approach
2022
Expressive Aliens - Laban Effort Factors for Non-anthropomorphic Morphologies
Daniel Bisig
Dance and Technology
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Physics Simulation
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Reinforcement Learning
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Laban Effort Factors
2022
Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space
Imke Grabe
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Jichen Zhu
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Manex Agirrezabal
Intelligent Fashion
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Generative Adversarial Networks
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Genetic Algorithm
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Gaussian Mixture Model
2022
Generating Novel Furniture with Machine Learning
Nelson Vermeer
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Andrew R. Brown
Design Language
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Graph Network
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Deep Neural Nets
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Generative Design
2022
Lamuse: Leveraging Artificial Intelligence for Sparking Inspiration
Bart Lamiroy
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Emmanuelle Potier
2022
Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts
Yingtao Tian
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David Ha
2022
MusIAC: An Extensible Generative Framework for Music Infilling Applications with Multi-level Control
Rui Guo
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Ivor Simpson
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Chris Kiefer
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Thor Magnusson
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Dorien Herremans
Music Generation
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Music Transformer
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Music Control
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Controllable Generation
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Music Representation
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Infilling
2022
Music Style Transfer Using Constant-Q Transform Spectrograms
Tyler McAllister
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Björn Gambäck
2022
Painting with Evolutionary Algorithms
Danny Dijkzeul
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Nielis Brouwer
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Iris Pijning
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Levi Koppenhol
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Daan Berg
Evolutionary Algorithms
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Plant Propagation Algorithm
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Computational Creativity
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Hillclimbing
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Simulated Annealing
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Brush Strokes
2022
Quality-Diversity for Aesthetic Evolution
Jon McCormack
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Camilo Cruz Gambardella
Quality Diversity
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Aesthetic Measure
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Generative Art
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Generative Design
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Evolutionary Art
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Fitness Measure
2022
SonOpt: Sonifying Bi-objective Population-Based Optimization Algorithms
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Tasos Asonitis
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Richard Allmendinger
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Matt Benatan
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Ricardo Climent
Sonification
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Optimization
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Algorithmic Behaviour
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Metaheuristics
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Evolutionary Computation
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Process Monitoring
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Sonopt
2022
Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling
Lonce Wyse
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Purnima Kamath
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Chitralekha Gupta
Generative Sound Modeling
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Parameter Mapping
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Audio Textures
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Neural Networks
2022
SpeechTyper: From Speech to Typographic Composition
Jéssica Parente
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Tiago Martins
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João Bicker
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Penousal Machado
Type Design
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Typography
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Speech
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Speech-Driven
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Sound
2022
Towards the Generation of Musical Explanations with GPT-3
Stephen James Krol
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Maria Teresa Llano
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Jon McCormack
Explainability
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GPT3
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Music
2022
Translating Emotions from EEG to Visual Arts
Piera Riccio
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Francesco Galati
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Maria A. Zuluaga
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Juan Carlos De Martin
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Stefano Nichele
Art Generation
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Deep Learning
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Computational Creativity
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Affective Computing
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Brain-Computer Interface
2022