Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

Against the norm: othering and otherness in AI aesthetics

M Donnarumma - Digital Culture & Society, 2022 - degruyter.com
What are the links between science, aesthetics and episteme sustaining the large deep
learning models known as AI image generators, such as Dall-e, StableDiffusion and …

Real-time Percussive Technique Recognition and Embedding Learning for the Acoustic Guitar

A Martelloni, AP McPherson, M Barthet - arXiv preprint arXiv:2307.07426, 2023 - arxiv.org
Real-time music information retrieval (RT-MIR) has much potential to augment the
capabilities of traditional acoustic instruments. We develop RT-MIR techniques aimed at …

Explainability paths for sustained artistic practice with AI

A Tecks, T Peschlow, G Vigliensoni - arXiv preprint arXiv:2407.15216, 2024 - arxiv.org
The development of AI-driven generative audio mirrors broader AI trends, often prioritizing
immediate accessibility at the expense of explainability. Consequently, integrating such …

[PDF][PDF] Towards Personalizing Generative AI with Small Data for Co-Creation in the Visual Arts.

AM Abuzuraiq, P Pasquier - IUI Workshops, 2024 - ceur-ws.org
Foundational models such as DALL-E and Stable Diffusion are trained on massive and
diverse datasets to fit as many needs and contexts as possible. On the other hand, artists …

Explainable AI in Music Performance: Case Studies from Live Coding and Sound Spatialisation

J Armitage, N Privato, V Shepardson… - XAI in Action: Past …, 2023 - openreview.net
Explainable Artificial Intelligence (XAI) has emerged as a significant area of research, with
diverse applications across various fields. In the realm of arts, the application and …

Unveiling New Artistic Dimensions in Calligraphic Arabic Script with Generative Adversarial Networks

A Sobhan, P Pasquier, A Tindale - … of the ACM on Computer Graphics …, 2024 - dl.acm.org
We present an artistic exploration into calligraphic Arabic script, focusing on the nastaliq
style predominant in Iran, by harnessing the affordances of Generative Adversarial Networks …

Seizing the Means of Production: Exploring the Landscape of Crafting, Adapting and Navigating Generative AI Models in the Visual Arts

AM Abuzuraiq, P Pasquier - arXiv preprint arXiv:2404.17688, 2024 - arxiv.org
In this paper, we map out the landscape of options available to visual artists for creating
personal artworks, including crafting, adapting and navigating deep generative models …

Data-and interaction-driven approaches for sustained musical practices with machine learning

G Vigliensoni, R Fiebrink - Journal of New Music Research, 2025 - Taylor & Francis
While contemporary discourse on AI often fixates on large 'foundation'models, these types of
models often offer only limited ability for musicians to express their musical intentions and …

Visions of Destruction: Exploring a Potential of Generative AI in Interactive Art

M Canet Sola, V Guljajeva - … of the 17th International Symposium on …, 2024 - dl.acm.org
This paper explores the potential of generative AI within interactive art, employing a practice-
based research approach. It presents the interactive artwork" Visions of Destruction"(2023) …