| Personalized Popular Music Generation Using Imitation and Structure | May 10, 2021 | Deep LearningMusic Generation | —Unverified | 0 |
| MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE | May 10, 2021 | DecoderMusic Generation | CodeCode Available | 1 |
| Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework | Apr 27, 2021 | Machine TranslationMusic Generation | CodeCode Available | 1 |
| CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN | Apr 1, 2021 | Image-to-Image TranslationMusic Generation | —Unverified | 0 |
| Symbolic Music Generation with Diffusion Models | Mar 30, 2021 | Music Generation | CodeCode Available | 1 |
| Learning to Generate Music With Sentiment | Mar 9, 2021 | Deep LearningMusic Generation | CodeCode Available | 1 |
| A Combination of Multi-Objective Genetic Algorithm and Deep Learning for Music Harmony Generation | Feb 16, 2021 | Music GenerationRhythm | —Unverified | 0 |
| Hallmarks of Human-Machine Collaboration: A framework for assessment in the DARPA Communicating with Computers Program | Feb 9, 2021 | Music Generation | —Unverified | 0 |
| MP3net: coherent, minute-long music generation from raw audio with a simple convolutional GAN | Jan 12, 2021 | Audio CompressionMusic Generation | CodeCode Available | 1 |
| Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs | Jan 7, 2021 | GPUMusic Generation | CodeCode Available | 1 |