Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

4.0K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.0K
Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

544
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence of...
544
Auditory Perception01:17

Auditory Perception

1.5K
The auditory system is essential for sound perception, utilizing various critical structures. When sound waves enter the outer ear, they travel through the ear canal and cause the eardrum to vibrate. These vibrations are then transmitted to the middle ear, where three tiny bones – the malleus, incus, and stapes – amplify the sound. This amplification is crucial, as it ensures that the sound vibrations are strong enough to be conveyed to the inner ear. These vibrations then reach the...
1.5K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Ambient Analytics: Calm Technology for Immersive Visualization and Sensemaking.

IEEE computer graphics and applications·2026
Same author

ISilDR: Isometric Seriation-Based Dimensionality Reduction for Visual Cluster Analysis.

IEEE transactions on visualization and computer graphics·2026
Same author

A Large-Scale Quantitative Analysis of Avatars in VR and AR.

IEEE transactions on visualization and computer graphics·2026
Same author

Situated Brushing and Linking in Virtual and Augmented Reality.

IEEE transactions on visualization and computer graphics·2026
Same author

PerSiVal: deep neural networks for pervasive simulation of an activation-driven continuum-mechanical upper limb model.

Medical & biological engineering & computing·2026
Same author

Make the Unhearable Visible: Exploring Visualization for Musical Instrument Practice.

IEEE transactions on visualization and computer graphics·2026

Related Experiment Video

Updated: May 5, 2026

Interactive and Visualized Online Experimentation System for Engineering Education and Research
08:35

Interactive and Visualized Online Experimentation System for Engineering Education and Research

Published on: November 24, 2021

2.3K

MAICO: A Visualization Design Study on AI-Assisted Music Composition.

Simeon Rau, Frank Heyen, Benedikt Brachtel

    IEEE Transactions on Visualization and Computer Graphics
    |March 3, 2025
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces MAICO, a visual analytics interface for AI-assisted music composition. It enables composers to interactively create and refine music with generative models, fostering human-AI co-creativity.

    More Related Videos

    Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System
    08:02

    Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System

    Published on: October 4, 2024

    2.6K
    Constructing and Visualizing Models using Mime-based Machine-learning Framework
    06:19

    Constructing and Visualizing Models using Mime-based Machine-learning Framework

    Published on: July 22, 2025

    3.1K

    Related Experiment Videos

    Last Updated: May 5, 2026

    Interactive and Visualized Online Experimentation System for Engineering Education and Research
    08:35

    Interactive and Visualized Online Experimentation System for Engineering Education and Research

    Published on: November 24, 2021

    2.3K
    Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System
    08:02

    Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System

    Published on: October 4, 2024

    2.6K
    Constructing and Visualizing Models using Mime-based Machine-learning Framework
    06:19

    Constructing and Visualizing Models using Mime-based Machine-learning Framework

    Published on: July 22, 2025

    3.1K

    Area of Science:

    • Human-Computer Interaction
    • Music Technology
    • Artificial Intelligence

    Background:

    • AI-driven music generation is advancing, but tools for composers to interactively guide these models are limited.
    • Visualizing and analyzing the output of generative music models is challenging due to the high dimensionality of the parameter space.

    Purpose of the Study:

    • To design and evaluate a visual analytics interface, MAICO (Music AI Co-creativity), for human-AI co-creativity in music composition.
    • To enable composers to interactively generate, explore, select, edit, and compare music samples from multiple generative models.

    Main Methods:

    • Developed MAICO based on visual parameter space analysis.
    • Supported simultaneous analysis of hundreds of symbolic music samples from multiple models.
    • Utilized metric- and similarity-based layouts for data visualization.

    Main Results:

    • MAICO facilitates interactive exploration and selection of AI-generated music samples.
    • A professional composer used MAICO for five months, contributing to a composition for the Biennale Arte 2024.
    • The interface supports the simultaneous analysis of numerous music samples across different layouts.

    Conclusions:

    • Visual analytics can effectively support human-AI co-creativity in music composition.
    • MAICO provides a novel approach for composers to collaborate with generative music models.
    • Design choices and lessons learned offer insights for future human-AI creative systems.