Music Generation by Deep Learning - Challenges and Directions

9 December 2017

Papers citing "Music Generation by Deep Learning - Challenges and Directions"

16 / 16 papers shown

Title
The GigaMIDI Dataset with Features for Expressive Music Performance Detection Keon Ju M. Lee J. Ens Sara Adkins Pedro Sarmento M. Barthet Philippe Pasquier 44 0 0 24 Feb 2025
PAGURI: a user experience study of creative interaction with text-to-music models Francesca Ronchini Luca Comanducci Gabriele Perego Fabio Antonacci 35 3 0 05 Jul 2024
A Novel Bi-LSTM And Transformer Architecture For Generating Tabla Music Roopa Mayya Vivekanand Venkataraman A. Paduri Narayana Darapaneni 18 0 0 06 Apr 2024
AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges Adyasha Dash Kathleen Agres MGen 27 17 0 10 Jan 2023
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming Kshitij Goyal Wannes Meert Hendrik Blockeel E. V. Wolputte Koen Vanderstraeten Wouter Pijpops Kurt Jaspers 30 1 0 04 Oct 2022
Is Disentanglement enough? On Latent Representations for Controllable Music Generation Ashis Pati Alexander Lerch CoGe DRL 25 16 0 01 Aug 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention Ning Zhang Junchi Yan MGen 18 1 0 21 Jul 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 27 20 0 10 Jun 2020
From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends Jean-Pierre Briot MGen 16 76 0 07 Apr 2020
Conditional LSTM-GAN for Melody Generation from Lyrics Yi Yu Abhishek Srivastava Simon Canales GAN 19 135 0 15 Aug 2019
Polyphonic Music Composition with LSTM Neural Networks and Reinforcement Learning Harish Kumar Balaraman Ravindran 13 9 0 05 Feb 2019
Deep Learning Techniques for Music Generation -- A Survey Jean-Pierre Briot Gaëtan Hadjeres F. Pachet MGen 37 297 0 05 Sep 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 512 0 29 Nov 2016
The Machine Learning Algorithm as Creative Musical Tool R. Fiebrink Baptiste Caramiaux 34 73 0 01 Nov 2016