DITTO: Diffusion Inference-Time T-Optimization for Music Generation

DITTO: Diffusion Inference-Time T-Optimization for Music Generation

22 January 2024

Julian McAuley

Taylor Berg-Kirkpatrick

Nicholas J. Bryan

Papers citing "DITTO: Diffusion Inference-Time T-Optimization for Music Generation"

12 / 12 papers shown

Title
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Hao Li Lijun Yang Wen Yao Yue Deng DiffM 38 0 0 12 May 2025
MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments Zhixuan Liu H. Zhu R. Chen Jonathan M Francis Soonmin Hwang J. J. Zhang Jean Oh VGen 175 0 0 18 Mar 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
ConSinger: Efficient High-Fidelity Singing Voice Generation with Minimal Steps Yulin Song Guorui Sang Jing Yu Chuangbai Xiao DiffM 37 0 0 20 Oct 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
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing Phillip Long Zachary Novack Taylor Berg-Kirkpatrick Julian McAuley 47 0 0 17 Sep 2024
Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models J. Nistal Marco Pasini Cyran Aouameur M. Grachten Stefan Lattner DiffM 47 16 0 12 Jun 2024
MusicHiFi: Fast High-Fidelity Stereo Vocoding Ge Zhu Juan-Pablo Caceres Zhiyao Duan Nicholas J. Bryan DiffM 24 4 0 15 Mar 2024
Controllable Music Production with Diffusion Models and Guidance Gradients Mark Levy Bruno Di Giorgi Floris Weers Angelos Katharopoulos Tom Nickson DiffM 75 19 0 01 Nov 2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 124 70 0 23 Mar 2023
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 145 317 0 30 Jan 2023
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021