Music Generation

MGen

Techniques and tools for generating music using artificial intelligence and machine learning.

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MuseTok: Symbolic Music Tokenization for Generation and Semantic Understanding Jingyue Huang Zachary Novack Phillip Long Yupeng Hou Ke Chen Taylor Berg-Kirkpatrick Julian McAuley MGen 98 0 0 18 Oct 2025
TinyMusician: On-Device Music Generation with Knowledge Distillation and Mixed Precision Quantization Hainan Wang M. Hosseinzadeh Reza Rawassizadeh MQ MGen 104 0 0 31 Aug 2025
Live Music Models Lyria Team Antoine Caillon Brian McWilliams Cassie Tarakajian Ian Simon ... Tom Hume Tom Hume Chris Donahue Kehang Han Adam Roberts MGen VLM 118 2 0 06 Aug 2025
Do Music Preferences Reflect Cultural Values? A Cross-National Analysis Using Music Embedding and World Values Survey Yongjae Kim Seongchan Park MGen 105 0 0 16 Jun 2025
LoopGen: Training-Free Loopable Music Generation Davide Marincione Giorgio Strano Donato Crisostomi Roberto Ribuoli Emanuele Rodolà MGen 301 0 0 06 Apr 2025
Deep learning for music generation. Four approaches and their comparative evaluation Razvan Paroiu Stefan Trausan-Matu MGen 233 0 0 03 Apr 2025
ReMi: A Random Recurrent Neural Network Approach to Music Production Hugo Chateau-Laurent Tara Vanhatalo Wei-Tung Pan Xavier Hinaut MGen 133 0 0 02 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao Wang Songruoyao Wu Jiaxing Yu Jianchao Tan MGen VGen 414 2 0 01 Apr 2025
AI-Generated Music Detection and its ChallengesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Darius Afchar Gabriel Meseguer-Brocal Romain Hennequin MGen 82 4 0 20 Jan 2025
MusicGen-Stem: Multi-stem music generation and edition through autoregressive modelingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Simon Rouard Robin San Roman Yossi Adi Axel Roebel MGen 62 9 0 08 Jan 2025
Unrolled Creative Adversarial Network For Generating Novel Musical Pieces Pratik Nag MGen GAN 120 0 0 03 Jan 2025
Melody-Guided Music Generation Shaopeng Wei Manzhen Wei Haoyu Wang Yu Zhao Gang Kou MGen 82 3 0 31 Dec 2024
Watermarking Training Data of Music Generation Models Pascal Epple Igor Shilov Bozhidar Stevanoski Yves-Alexandre de Montjoye MGen WaLM 116 4 0 11 Dec 2024
Missing Melodies: AI Music Generation and its "Nearly" Complete Omission of the Global South Atharva Mehta Shivam Chauhan Monojit Choudhury MGen 250 4 0 05 Dec 2024
MusicGen-Chord: Advancing Music Generation through Chord Progressions and Interactive Web-UI Jongmin Jung Andreas Jansson Dasaem Jeong MGen 165 1 0 30 Nov 2024
Generative AI for Music and Audio Hao-Wen Dong MGen 121 0 0 21 Nov 2024
Attention-guided Spectrogram Sequence Modeling with CNNs for Music Genre Classification Aditya Sridhar MGen 104 0 0 18 Nov 2024
Generating Mixcode Popular Songs with Artificial Intelligence: Concepts, Plans, and Speculations Abhishek Kaushik Kayla Rush MGen 39 0 0 10 Nov 2024
Arabic Music Classification and Generation using Deep Learning Mohamed Elshaarawy Ashrakat Saeed Mariam Sheta Abdelrahman Said Asem Bakr Omar Bahaa Walid Gomaa MGen 123 1 0 25 Oct 2024
Do Music Generation Models Encode Music Theory?International Society for Music Information Retrieval Conference (ISMIR), 2024 Megan Wei Michael Freeman Chris Donahue Chen Sun MGen 112 7 0 01 Oct 2024
Applications and Advances of Artificial Intelligence in Music Generation:A Review Yanxu Chen Linshu Huang Tian Gou MGen 134 7 0 03 Sep 2024
Rage Music Classification and Analysis using K-Nearest Neighbour, Random Forest, Support Vector Machine, Convolutional Neural Networks, and Gradient Boosting Akul Kumar MGen 58 0 0 20 Aug 2024
The evolution of inharmonicity and noisiness in contemporary popular musicJournal of New Music Research (JNMR), 2023 Emmanuel Deruty David Meredith Stefan Lattner MGen 51 1 0 15 Aug 2024
Audio Conditioning for Music Generation via Discrete Bottleneck Features Simon Rouard Yossi Adi Jade Copet Axel Roebel Alexandre Défossez MGen 193 4 0 17 Jul 2024
Generating Music with Structure Using Self-Similarity as Attention Sophia Hager Kathleen R. Hablutzel Katherine Kinnaird MGen 175 1 0 21 Jun 2024
Controllable Dance Generation with Style-Guided Motion Diffusion Hongsong Wang Yin Zhu Yang Zhang Junbo Wang Xin Geng L. Wang MGen 124 1 0 12 Jun 2024
The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation Nick Collins MGen 73 0 0 23 May 2024
Music Genre Classification: Training an AI model Keoikantse Mogonediwa VLM MGen 50 1 0 23 May 2024
Towards an Accessible and Rapidly Trainable Rhythm Sequencer Using a Generative Stacked Autoencoder Alex Wastnidge MGen SLR 111 0 0 11 May 2024
Long-form music generation with latent diffusion Zach Evans Julian Parker CJ Carr Zack Zukowski Josiah Taylor Jordi Pons MGen DiffM 202 85 0 16 Apr 2024
A Survey of Music Generation in the Context of Interaction Ismael Agchar Ilja Baumann Franziska Braun Paula Andrea Pérez-Toro Korbinian Riedhammer Sebastian Trump Martin Ullrich MGen 174 1 0 23 Feb 2024
Everyday Uses of Music Listening and Music Technologies by Caregivers and People with Dementia: Survey and Focus Group Study D. Vidas Romina Carrasco Ryan M. Kelly Jenny Waycott J. Tamplin Kate McMahon Libby M. Flynn Phoebe A Stretton-Smith T. Sousa F. Baker MGen 76 5 0 01 Feb 2024
StemGen: A music generation model that listensIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Julian Parker Janne Spijkervet Katerina Kosta Furkan Yesiler Boris Kuznetsov Ju-Chiang Wang Matt Avent Jitong Chen Duc Le MGen 191 42 0 14 Dec 2023
Can MusicGen Create Training Data for MIR Tasks? N. Kroher Helena Cuesta A. Pikrakis MGen VLM 131 2 0 15 Nov 2023
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AIMachine Intelligence Research (MIR), 2023 Nick Bryan-Kinns Bingyuan Zhang Songyan Zhao Berker Banar DRL MGen 171 17 0 14 Nov 2023
Music ControlNet: Multiple Time-varying Controls for Music GenerationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Shih-Lun Wu Chris Donahue Shinji Watanabe Nicholas J. Bryan DiffM MGen 201 104 0 13 Nov 2023
Are Words Enough? On the semantic conditioning of affective music generation Jorge Forero Gilberto Bernardes Mónica Mendes MGen 60 1 0 07 Nov 2023
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer modelExpert systems with applications (ESWA), 2023 Jaeyong Kang Soujanya Poria Dorien Herremans MGen VGen 247 54 0 02 Nov 2023
Music Generation based on Generative Adversarial Networks with Transformer Ziyi Jiang Ruoxue Wu Zhenghan Chen Xiaoxuan Liang GAN MGen 81 1 0 16 Sep 2023
A Comprehensive Survey for Evaluation Methodologies of AI-Generated Music Zeyu Xiong Weitao Wang Jing Yu Yue Lin Ziyan Wang MGen 173 13 0 26 Aug 2023
A Survey of AI Music Generation Tools and Models Yueyue Zhu Jared Baca Banafsheh Rekabdar Reza Rawassizadeh MGen 179 20 0 24 Aug 2023
JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion ModelsConference on Algebraic Informatics (CAI), 2023 Peike Li Bo-Yu Chen Yao Yao Yikai Wang Allen Wang Alex Jinpeng Wang MGen VLM DiffM 316 50 0 09 Aug 2023
Exploring how a Generative AI interprets music G. Barenboim L. Debbio J. Hirn V. Sanz MGen 114 6 0 31 Jul 2023
VampNet: Music Generation via Masked Acoustic Token ModelingInternational Society for Music Information Retrieval Conference (ISMIR), 2023 Hugo Flores Garcia Prem Seetharaman Rithesh Kumar Bryan Pardo MGen 199 84 0 10 Jul 2023
Emotion-Guided Music Accompaniment Generation Based on Variational AutoencoderIEEE International Joint Conference on Neural Network (IJCNN), 2023 Qi Wang Shubing Zhang Li Zhou MGen 124 5 0 08 Jul 2023
EmoGen: Eliminating Subjective Bias in Emotional Music Generation C. Kang Peiling Lu Botao Yu Xuejiao Tan Wei Ye Shikun Zhang Jiang Bian MGen 166 8 0 03 Jul 2023
Simple and Controllable Music GenerationNeural Information Processing Systems (NeurIPS), 2023 Jade Copet Felix Kreuk Itai Gat Tal Remez David Kant Gabriel Synnaeve Yossi Adi Alexandre Défossez MGen 279 534 0 08 Jun 2023
Efficient Neural Music GenerationNeural Information Processing Systems (NeurIPS), 2023 Max W. Y. Lam Qiao Tian Tang-Chun Li Zongyu Yin Siyuan Feng ... Mingbo Ma Xuchen Song Jitong Chen Yuping Wang Yuxuan Wang DiffM MGen 152 77 0 25 May 2023
Discrete Diffusion Probabilistic Models for Symbolic Music GenerationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Matthias Plasser S. Peter Gerhard Widmer DiffM MGen 120 18 0 16 May 2023
Noise2Music: Text-conditioned Music Generation with Diffusion Models Qingqing Huang Daniel S. Park Tao Wang Timo I. Denk Andy Ly ... Jesse Engel Quoc V. Le William Chan Zhifeng Chen Wei Han MGen DiffM 198 235 0 08 Feb 2023

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