Advancements in Generative AI: Exploring Fundamentals and Evolution

RK Gatla, A Gatla, P Sridhar, DG Kumar… - 2024 International …, 2024 - ieeexplore.ieee.org
Generative Artificial Intelligence (AI) has emerged as a transformative field with far-reaching
implications across various domains. This review manuscript provides a advancements in …

Transparency in music-generative AI: A systematic literature review

R Batlle-Roca, E Gómez, WH Liao, X Serra, Y Mitsufuji - 2023 - researchsquare.com
Music-generative AI raises multiple challenges particularly related to the work of artists, the
existing music industry model, the role of AI in creative processes, and the discussion of …

Machine Intelligence in Africa: a survey

AA Tapo, A Traoré, S Danioko, H Tembine - arxiv preprint arxiv …, 2024 - arxiv.org
In the last 5 years, the availability of large audio datasets in African countries has opened
unlimited opportunities to build machine intelligence (MI) technologies that are closer to the …

The impact of generative AI on school music education: Challenges and recommendations

L Cheng - Arts Education Policy Review, 2025 - Taylor & Francis
The widespread application of generative artificial intelligence (AI) poses both opportunities
and challenges in formal music education. Students can now effortlessly compose using …

Explainable AI and Music

N Bryan-Kinns, B Banar, C Ford, CN Reed… - … Intelligence for Art …, 2024 - taylorfrancis.com
The field of eXplainable Artificial Intelligence (XAI) has become a hot topic examining how
machine learning models such as neural nets and deep learning techniques can be made …

Fourier (Common-Tone) Phase Spaces are in Tune with Variational Autoencoders' Latent Space

N Carvalho, G Bernardes - … on Mathematics and Computation in Music, 2024 - Springer
Expanding upon the potential of generative machine learning to create atemporal latent
space representations of musical-theoretical and cognitive interest, we delve into their …

Generating Mixcode Popular Songs with Artificial Intelligence: Concepts, Plans, and Speculations

A Kaushik, K Rush - arxiv preprint arxiv:2411.06420, 2024 - arxiv.org
Music is a potent form of expression that can communicate, accentuate or even create the
emotions of an individual or a collective. Both historically and in contemporary experiences …

Foundations of Generative AI

T Babu, RR Nair, PM Ebin - The Pioneering Applications of …, 2024 - igi-global.com
The chapter delves into the foundations of generative artificial intelligence (AI), offering an
introductory overview and a nuanced understanding of its basic principles, history, and …

Music Generation Using Dual Interactive Wasserstein Fourier Acquisitive Generative Adversarial Network

T Shaikh, A Jadhav - International Journal of Computational …, 2024 - World Scientific
Music composition, an intricate blend of human creativity and emotion, presents substantial
challenges when generating melodies from lyrics which hinders effective learning in neural …

Introduction to Generative AI in Cybersecurity

A Khan, N Jhanjhi, GAA Abdulhabeb, SK Ray, GW Wei - 2025 - igi-global.com
The intent of this chapter is to introduce the reader to the foundations upon which Generative
Artificial Intelligence (GenAI) is slowly revolutionizing the field of cybersecurity. Over the next …