Exploring XAI for the Arts: Explaining Latent Space in Generative Music

10 August 2023

Papers citing "Exploring XAI for the Arts: Explaining Latent Space in Generative Music"

10 / 10 papers shown

Title
A Mapping Strategy for Interacting with Latent Audio Synthesis Using Artistic Materials Shuoyang Zheng Anna Xambó Sedó Nick Bryan-Kinns 34 1 0 05 Jul 2024
Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists Jingjing Sun Jingyi Yang Guyue Zhou Yucheng Jin Jiangtao Gong 33 9 0 22 Feb 2024
JAMMIN-GPT: Text-based Improvisation using LLMs in Ableton Live Sven Hollowell Tashi Namgyal Paul Marshall 15 0 0 06 Dec 2023
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI Nick Bryan-Kinns Bingyuan Zhang Songyan Zhao Berker Banar DRL MGen 23 8 0 14 Nov 2023
Exploring Latent Spaces of Tonal Music using Variational Autoencoders Nádia Carvalho Gilberto Bernardes 22 1 0 07 Nov 2023
Explaining the Arts: Toward a Framework for Matching Creative Tasks with Appropriate Explanation Mediums M. Clemens 11 3 0 18 Aug 2023
An Autoethnographic Exploration of XAI in Algorithmic Composition Ashley Noel-Hirst Nick Bryan-Kinns 10 1 0 11 Aug 2023
Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors Anastasia Natsiou Luca Longo Seán O'Leary 8 0 0 18 Jul 2023
MIDI-Draw: Sketching to Control Melody Generation Tashi Namgyal Peter A. Flach Raúl Santos-Rodríguez 13 2 0 19 May 2023
Challenges in creative generative models for music: a divergence maximization perspective Axel Chemla-Romeu-Santos P. Esling 10 4 0 16 Nov 2022