MusicLDM: Enhancing Novelty in Text-to-Music Generation Using
Beat-Synchronous Mixup Strategies

MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies

3 August 2023

Marianna Nezhurina

Taylor Berg-Kirkpatrick

Shlomo Dubnov

Papers citing "MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies"

16 / 16 papers shown

Title
Versatile Framework for Song Generation with Prompt-based Control Y. Zhang Wenxiang Guo Changhao Pan Z. Zhu Ruiqi Li ... Rongjie Huang Ruiyuan Zhang Zhiqing Hong Ziyue Jiang Zhou Zhao 71 1 0 27 Apr 2025
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Siyuan Liang Jiayang Liu Jiecheng Zhai Tianmeng Fang Rongcheng Tu A. Liu Xiaochun Cao Dacheng Tao VGen 49 0 0 22 Apr 2025
Editing Music with Melody and Text: Using ControlNet for Diffusion Transformer Siyuan Hou Shansong Liu Ruibin Yuan Wei Xue Ying Shan Mangsuo Zhao Chao Zhang 87 3 0 17 Jan 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 39 2 0 31 Dec 2024
SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor Chenyu Yang Shuai Wang Hangting Chen Jianwei Yu Wei Tan Rongzhi Gu Y. Xu Yizhi Zhou Haina Zhu H. Li KELM 118 1 0 18 Dec 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 45 5 0 07 Oct 2024
Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling Ville Heilala Roberto Araya Raija Hamalainen 14 4 0 24 Sep 2024
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing Phillip Long Zachary Novack Taylor Berg-Kirkpatrick Julian McAuley 45 0 0 17 Sep 2024
Bridging Paintings and Music -- Exploring Emotion based Music Generation through Paintings Tanisha Hisariya Huan Zhang Jinhua Liang 24 3 0 12 Sep 2024
MetaBGM: Dynamic Soundtrack Transformation For Continuous Multi-Scene Experiences With Ambient Awareness And Personalization Haoxuan Liu Zihao Wang HaoRong Hong Youwei Feng Jiaxin Yu Han Diao Yunfei Xu K. Zhang 24 0 0 05 Sep 2024
MusicScore: A Dataset for Music Score Modeling and Generation Yuheng Lin Zheqi Dai Qiuqiang Kong VLM 32 2 0 17 Jun 2024
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models Rongjie Huang Jia-Bin Huang Dongchao Yang Yi Ren Luping Liu Mingze Li Zhenhui Ye Jinglin Liu Xiaoyue Yin Zhou Zhao DiffM 140 315 0 30 Jan 2023
AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges Adyasha Dash Kathleen Agres MGen 22 17 0 10 Jan 2023
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention Jingwei Zhao Gus Xia Ye Wang 11 18 0 15 Sep 2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov ViT 114 264 0 02 Feb 2022
The Machine Learning Algorithm as Creative Musical Tool R. Fiebrink Baptiste Caramiaux 26 74 0 01 Nov 2016