% Key papers for Controllable music generation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2023_edge_20870, title = {{EDGE: Editable Dance Generation From Music}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22535}, } @inproceedings{iclr2019_enabling_29127, title = {{Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2019}, url = {https://iclr.cc/virtual/2019/poster/672}, } @inproceedings{icml2017_deepbach_36140, title = {{DeepBach: a Steerable Model for Bach Chorales Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2017}, url = {https://icml.cc/virtual/2017/poster/731}, } @inproceedings{neurips2018_the_57700, title = {{The challenge of realistic music generation: modelling raw audio at scale}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11766}, } @inproceedings{neurips2023_simple_69222, title = {{Simple and Controllable Music Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70671}, } @inproceedings{aaai2021_symbolic_1447, title = {{Symbolic Music Generation with Transformer-GANs}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/00408-symbolic-music-generation-with-transformer-gans/}, } @inproceedings{aaai2021_songmass_1403, title = {{SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/13798-songmass-automatic-song-writing-with-pre-training-and-alignment-constraint/}, } @inproceedings{cvpr2022_a_18191, title = {{A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{neurips2019_dancing_58084, title = {{Dancing to Music}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13528}, } @inproceedings{aaai2019_performancenet_100203, title = {{PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3911}, } @inproceedings{aaai2020_an_102955, title = {{An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6265}, } @inproceedings{cvpr2024_melfusion_24126, title = {{MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29589}, } @inproceedings{neurips2023_efficient_68793, title = {{Efficient Neural Music Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71058}, } @inproceedings{neurips2024_gtsinger_74616, title = {{GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97428}, } @inproceedings{aaai2024_ft_5943, title = {{FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29943}, } @inproceedings{aaai2025_jen_9618, title = {{JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33584}, } @inproceedings{neurips2022_m4singer_66094, title = {{M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55688}, } @inproceedings{aaai2025_midi_9851, title = {{MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32138}, } @inproceedings{aaai2025_songeditor_10793, title = {{SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34750}, } @inproceedings{icml2024_symbolic_45012, title = {{Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33440}, } @inproceedings{aaai2025_csl_8364, title = {{CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34523}, } @inproceedings{neurips2024_songcreator_71367, title = {{SongCreator: Lyrics-based Universal Song Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95882}, } @inproceedings{aaai2025_compose_8474, title = {{Compose with Me: Collaborative Music Inpainter for Symbolic Music Infilling}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32122}, } @inproceedings{aaai2025_drop_8816, title = {{Drop the Beat! Freestyler for Accompaniment Conditioned Rapping Voice Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34680}, } @inproceedings{aaai2025_songsong_10795, title = {{SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34820}, } @inproceedings{aaai2025_s_10890, title = {{S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34375}, } @inproceedings{iclr2024_whole_35440, title = {{Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17633}, } @inproceedings{icml2025_songgen_47808, title = {{SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44792}, } @inproceedings{icml2025_efficient_48578, title = {{Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44043}, } @inproceedings{neurips2024_structured_71743, title = {{Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95545}, } @inproceedings{iclr2026_steering_86234, title = {{Steering Autoregressive Music Generation with Recursive Feature Machines}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=NaHzPMaCY9}, } @inproceedings{iclr2026_yue_87968, title = {{YuE: Scaling Open Foundation Models for Long-Form Music Generation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=hZy6YG2Ij8}, } @inproceedings{icml2024_musicflow_45193, title = {{MusicFlow: Cascaded Flow Matching for Text Guided Music Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33259}, }