| From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec | Nov 29, 2018 | Music Generation | —Unverified | 0 |
| The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation | Nov 20, 2018 | Music Generation | CodeCode Available | 0 |
| Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset | Oct 29, 2018 | Music GenerationMusic Modeling | CodeCode Available | 1 |
| SING: Symbol-to-Instrument Neural Generator | Oct 23, 2018 | Audio SynthesisDecoder | CodeCode Available | 0 |
| Music Transformer | Sep 12, 2018 | Music GenerationMusic Modeling | CodeCode Available | 1 |
| This Time with Feeling: Learning Expressive Musical Performance | Aug 10, 2018 | Music Generation | CodeCode Available | 0 |
| Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network | Jul 30, 2018 | Generative Adversarial NetworkMusic Generation | CodeCode Available | 0 |
| Conditioning Deep Generative Raw Audio Models for Structured Automatic Music | Jun 26, 2018 | Music Generation | —Unverified | 0 |
| The challenge of realistic music generation: modelling raw audio at scale | Jun 26, 2018 | Music Generation | —Unverified | 0 |
| The NES Music Database: A multi-instrumental dataset with expressive performance attributes | Jun 12, 2018 | Music Generation | CodeCode Available | 0 |
| Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation | Jun 1, 2018 | Music Generation | CodeCode Available | 0 |
| Deep Segment Hash Learning for Music Generation | May 30, 2018 | Music Generation | —Unverified | 0 |
| Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation | Apr 25, 2018 | Music Generation | CodeCode Available | 2 |
| Music Generation by Deep Learning - Challenges and Directions | Dec 9, 2017 | Deep LearningMusic Generation | —Unverified | 0 |
| Learning to Fuse Music Genres with Generative Adversarial Dual Learning | Dec 5, 2017 | Music Generation | CodeCode Available | 0 |
| A Classifying Variational Autoencoder with Application to Polyphonic Music Generation | Nov 19, 2017 | Music Generation | —Unverified | 0 |
| Interactive Music Generation with Positional Constraints using Anticipation-RNNs | Sep 19, 2017 | Music Generation | —Unverified | 0 |
| MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment | Sep 19, 2017 | Music Generation | CodeCode Available | 2 |
| Clustering of Musical Pieces through Complex Networks: an Assessment over Guitar Solos | Sep 14, 2017 | ClusteringMusic Generation | —Unverified | 0 |
| Deep Learning Techniques for Music Generation -- A Survey | Sep 5, 2017 | Deep LearningMusic Generation | CodeCode Available | 0 |
| GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures | Jul 14, 2017 | Music Generation | —Unverified | 0 |
| Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models | May 30, 2017 | Molecular Graph GenerationMusic Generation | CodeCode Available | 0 |
| MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation | Mar 31, 2017 | Generative Adversarial NetworkMusic Generation | CodeCode Available | 0 |
| Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints | Dec 14, 2016 | Music Generation | —Unverified | 0 |
| A Unit Selection Methodology for Music Generation Using Deep Neural Networks | Dec 12, 2016 | Music Generation | —Unverified | 0 |
| Composing Music with Grammar Argumented Neural Networks and Note-Level Encoding | Nov 16, 2016 | Music Generation | —Unverified | 0 |
| Song From PI: A Musically Plausible Network for Pop Music Generation | Nov 10, 2016 | Music Generation | —Unverified | 0 |
| Maximum entropy models capture melodic styles | Oct 11, 2016 | Data CompressionMusic Generation | —Unverified | 0 |
| Style Imitation and Chord Invention in Polyphonic Music with Exponential Families | Sep 16, 2016 | Music Generation | CodeCode Available | 0 |
| Live Orchestral Piano, a system for real-time orchestral music generation | Sep 5, 2016 | Music GenerationPrediction | —Unverified | 0 |
| Deep Learning for Music | Jun 15, 2016 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| Gelisp: A Library to Represent Musical CSPs and Search Strategies | Oct 9, 2015 | Music Generation | —Unverified | 0 |
| A Critical Review of Recurrent Neural Networks for Sequence Learning | May 29, 2015 | Handwriting RecognitionImage Captioning | CodeCode Available | 0 |
| Polyphonic Music Generation by Modeling Temporal Dependencies Using a RNN-DBN | Dec 26, 2014 | Music Generation | —Unverified | 0 |
| Learning Temporal Dependencies in Data Using a DBN-BLSTM | Dec 18, 2014 | Music Generation | —Unverified | 0 |
| Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription | Jun 27, 2012 | Language ModelingLanguage Modelling | CodeCode Available | 0 |