A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music

13 March 2018

Papers citing "A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music"

50 / 204 papers shown

Title
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 23 722 0 30 Apr 2020
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation Gaëtan Hadjeres Léopold Crestel 26 18 0 21 Apr 2020
Attribute-based Regularization of Latent Spaces for Variational Auto-Encoders Ashis Pati Alexander Lerch DRL 19 3 0 11 Apr 2020
From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends Jean-Pierre Briot MGen 14 76 0 07 Apr 2020
Towards democratizing music production with AI-Design of Variational Autoencoder-based Rhythm Generator as a DAW plugin N. Tokui MGen DRL 6 8 0 01 Apr 2020
Botnet Detection Using Recurrent Variational Autoencoder Jeeyung Kim A. Sim Jinoh Kim Kesheng Wu DRL 14 16 0 01 Apr 2020
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions K. Chen Gus Xia Shlomo Dubnov MGen 12 17 0 05 Feb 2020
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions Yu-Siang Huang Yi-Hsuan Yang ViT 14 39 0 01 Feb 2020
Encoding-based Memory Modules for Recurrent Neural Networks Antonio Carta A. Sperduti D. Bacciu KELM 10 2 0 31 Jan 2020
Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders Andrea Valenti Antonio Carta D. Bacciu GAN 19 12 0 15 Jan 2020
DAWSON: A Domain Adaptive Few Shot Generation Framework Weixin Liang Zixuan Liu Can Liu 24 45 0 02 Jan 2020
Encoding Musical Style with Transformer Autoencoders Kristy Choi Curtis Hawthorne Ian Simon Monica Dinculescu Jesse Engel 31 89 0 10 Dec 2019
Log Message Anomaly Detection and Classification Using Auto-B/LSTM and Auto-GRU Amir Farzad T. Gulliver 11 14 0 20 Nov 2019
MG-VAE: Deep Chinese Folk Songs Generation with Specific Regional Style Jing Luo Xinyu Yang Shulei Ji Juan Li MGen 17 24 0 29 Sep 2019
Translating Visual Art into Music Max Müller-Eberstein N. V. Noord DRL 19 7 0 03 Sep 2019
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques Hsiao-Tzu Hung Chung-Yang Wang Yi-Hsuan Yang Hsin-Min Wang 6 19 0 26 Aug 2019
Structuring Autoencoders Marco Rudolph Bastian Wandt Bodo Rosenhahn 11 28 0 07 Aug 2019
High-Level Control of Drum Track Generation Using Learned Patterns of Rhythmic Interaction Stefan Lattner M. Grachten 13 33 0 02 Aug 2019
NONOTO: A Model-agnostic Web Interface for Interactive Music Composition by Inpainting Théis Bazin Gaëtan Hadjeres 16 23 0 23 Jul 2019
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training Chris Donahue H. H. Mao Yiting Li G. Cottrell Julian McAuley 30 116 0 10 Jul 2019
Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs Benjamin Genchel Ashis Pati Alexander Lerch MGen 14 12 0 10 Jul 2019
Exploring Conditioning for Generative Music Systems with Human-Interpretable Controls Nicholas Meade Nicholas Barreyre S. Lowe Sageev Oore AI4CE 14 15 0 09 Jul 2019
Learning to Traverse Latent Spaces for Musical Score Inpainting Ashis Pati Alexander Lerch Gaëtan Hadjeres 20 54 0 02 Jul 2019
Mechanisms of Artistic Creativity in Deep Learning Neural Networks L. Wyse AI4CE 13 11 0 30 Jun 2019
Classical Music Prediction and Composition by means of Variational Autoencoders Daniel Rivero Enrique Fernández-Blanco A. Pazos DRL 33 6 0 21 Jun 2019
Deep Music Analogy Via Latent Representation Disentanglement Ruihan Yang Dingsu Wang Ziyu Wang Tianyao Chen Junyan Jiang Gus Xia CoGe DRL 15 69 0 09 Jun 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching Jihun Choi Taeuk Kim Sang-goo Lee BDL 31 6 0 04 Jun 2019
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning Dayiheng Liu Jie Fu Yidan Zhang C. Pal Jiancheng Lv DRL 31 48 0 29 May 2019
Learning to Groove with Inverse Sequence Transformations Jon Gillick Adam Roberts Jesse Engel Douglas Eck David Bamman SLR BDL 21 80 0 14 May 2019
Coevo: a collaborative design platform with artificial agents Gerard Serra D. Miralles 6 2 0 30 Apr 2019
Performing Structured Improvisations with pre-trained Deep Learning Models P. S. Castro BDL 17 10 0 30 Apr 2019
A Deep Generative Model for Graph Layout Oh-Hyun Kwon K. Ma DRL GNN 19 48 0 27 Apr 2019
Latent Translation: Crossing Modalities by Bridging Generative Models Yingtao Tian Jesse Engel DRL 21 15 0 21 Feb 2019
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning Vibert Thio Hao-Min Liu Yin-Cheng Yeh Yi-Hsuan Yang 16 10 0 11 Feb 2019
Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models Dinghan Shen Asli Celikyilmaz Yizhe Zhang Liqun Chen Xin Eric Wang Jianfeng Gao Lawrence Carin DRL 12 52 0 01 Feb 2019
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation Yukai Liu Rose Yu Stephan Zheng Eric Zhan Yisong Yue BDL AI4TS 11 114 0 30 Jan 2019
Latent Variable Modeling for Generative Concept Representations and Deep Generative Models Daniel T. Chang DRL BDL 12 4 0 26 Dec 2018
Coupled Recurrent Models for Polyphonic Music Composition John Thickstun Zaïd Harchaoui Dean Phillips Foster Sham Kakade 19 12 0 20 Nov 2018
Harmonic Recomposition using Conditional Autoregressive Modeling Kyle Kastner Rithesh Kumar Tim Cooijmans Aaron Courville 22 0 0 18 Nov 2018
Concept-Oriented Deep Learning: Generative Concept Representations Daniel T. Chang DRL GAN BDL 24 12 0 15 Nov 2018
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network Bryan Wang Yi-Hsuan Yang 9 38 0 11 Nov 2018
Learning Disentangled Representations for Timber and Pitch in Music Audio Yun-Ning Hung Yian Chen Yi-Hsuan Yang 15 16 0 08 Nov 2018
Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder Yu-An Wang Yu-Kai Huang Tzu-Chuan Lin Shang-Yu Su Yun-Nung (Vivian) Chen 9 3 0 31 Oct 2018
Neural Melody Composition from Lyrics Hangbo Bao Shaohan Huang Furu Wei Lei Cui Yuehua Wu Chuanqi Tan Songhao Piao M. Zhou 11 32 0 12 Sep 2018
Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network Hao-Min Liu Yi-Hsuan Yang MGen GAN 13 39 0 30 Jul 2018
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer David Berthelot Colin Raffel Aurko Roy Ian Goodfellow 10 260 0 19 Jul 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 13 184 0 26 Jun 2018
Learning a Latent Space of Multitrack Measures Ian Simon Adam Roberts Colin Raffel Jesse Engel Curtis Hawthorne Douglas Eck 21 52 0 01 Jun 2018
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors Arash Vahdat Evgeny Andriyash W. Macready 11 49 0 18 May 2018
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation Hao-Wen Dong Yi-Hsuan Yang GAN MGen 11 94 0 25 Apr 2018