A Lightweight Deep Learning‐Based Approach for Jazz Music Generation in MIDI Format

PS Yadav, S Khan, YV Singh, P Garg… - Computational …, 2022 - Wiley Online Library
In today's real‐world, estimation of the level of difficulty of the musical is part of very
meaningful musical learning. A musical learner cannot learn without a defined precise …

Towards the generation of musical explanations with GPT-3

SJ Krol, MT Llano, J McCormack - … Intelligence in Music, Sound, Art and …, 2022 - Springer
Open AI's language model, GPT-3, has shown great potential for many NLP tasks, with
applications in many different domains. In this work we carry out a first study on GPT-3's …

The Usage of Artificial Intelligence Technology in Music Education System under Deep Learning

Y Chen, Y Sun - IEEE Access, 2024 - ieeexplore.ieee.org
This work addresses the needs of the music generation field by developing a music
generation system based on an advanced Transformer model. The system incorporates an …

Fast Jukebox: Accelerating Music Generation with Knowledge Distillation

M Pezzat-Morales, H Perez-Meana, T Nakashika - Applied Sciences, 2023 - mdpi.com
Featured Application This paper presents an improvement of the Jukebox system for music
generation, which significantly reduces the inference time. Abstract The Jukebox model can …

MusicEmo: transformer-based intelligent approach towards music emotion generation and recognition

Y Xin - Journal of Ambient Intelligence and Humanized …, 2024 - Springer
The paper proposes a novel approach called MusicEmo, a transformer-based intelligent
system for music emotion generation and recognition. The paper highlights the challenges …

Melody Infilling with User-Provided Structural Context

CP Tan, AWY Su, YH Yang - arXiv preprint arXiv:2210.02829, 2022 - arxiv.org
This paper proposes a novel Transformer-based model for music score infilling, to generate
a music passage that fills in the gap between given past and future contexts. While existing …

An Ethical Framework for Advancing Music Composition through Generative Model

JS Karlapalam, P Joshi, R Khuba… - 2024 15th …, 2024 - ieeexplore.ieee.org
Navigating the intersection of artificial intelligence and music, this work delves into the
application of Generative Adversarial Networks (GANs) for jazz music composition. The GAN …

[HTML][HTML] Coherent Music Composition with Efficient Deep Learning Architectures and Processes

C Zhang - Art and Design Review, 2023 - scirp.org
In recent years, significant advancements in music-generating deep learning models and
neural networks have revolutionized the process of composing harmonically-sounding …

Transformer Fault Detection Algorithm Based on Computer Vision and Deep Learning Technology

Z Wang - 2023 2nd International Conference on 3D Immersion …, 2023 - ieeexplore.ieee.org
With the expansion of the installed capacity of power system and the scale of power grid, the
operation of various electrical equipment requires the reliability of power system to be …

Music Generation through Transformers

S Agarwal, N Sultanova - International Journal of Data Science and …, 2024 - ijdsaa.com
The content creator industry has been booming. After COVID-19 hit, the way content was
observed changed drastically within the people using the social media platforms like …