Multi-Source Diffusion Models for Simultaneous Music Generation and Separation

4 February 2023

Papers citing "Multi-Source Diffusion Models for Simultaneous Music Generation and Separation"

7 / 7 papers shown

Title
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 59 7 0 10 Jan 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 33 2 0 31 Dec 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 51 1 0 11 Jun 2024
Adversarial Permutation Invariant Training for Universal Sound Separation Emilian Postolache Jordi Pons Santiago Pascual Joan Serra VLM 6 5 0 21 Oct 2022
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability K. Cheuk Ryosuke Sawata Toshimitsu Uesaka Naoki Murata Naoya Takahashi Shusuke Takahashi Dorien Herremans Yuki Mitsufuji DiffM 32 16 0 11 Oct 2022
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow G. Wichern Prem Seetharaman Jonathan Le Roux 43 122 0 18 Sep 2019
Generative Adversarial Source Separation Cem Subakan Paris Smaragdis GAN 110 64 0 30 Oct 2017