Naturalistic Music Decoding from EEG Data via Latent Diffusion Models

Naturalistic Music Decoding from EEG Data via Latent Diffusion Models

15 May 2024

Emilian Postolache

Natalia Polouliakh

Emanuele Rodolà

Papers citing "Naturalistic Music Decoding from EEG Data via Latent Diffusion Models"

15 / 15 papers shown

Title
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond Shreya Shukla Jose Torres Abhijit Mishra Jacek Gwizdka Shounak Roychowdhury 73 0 0 20 Feb 2025
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 126 8 0 10 Jan 2025
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models Eleonora Lopez Luigi Sigillo Federica Colonnese Massimo Panella Danilo Comminiello DiffM 112 1 0 17 Sep 2024
StemGen: A music generation model that listens Julian Parker Janne Spijkervet Katerina Kosta Furkan Yesiler Boris Kuznetsov Ju-Chiang Wang Matt Avent Jitong Chen Duc Le MGen 48 29 0 14 Dec 2023
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals Yu-Ting Lan Kan Ren Yansen Wang Wei-Long Zheng Dongsheng Li Bao-Liang Lu Lili Qiu DiffM 64 19 0 27 Jul 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 65 4,015 1 10 Feb 2023
Moûsai: Text-to-Music Generation with Long-Context Latent Diffusion Flavio Schneider Ojasv Kamal Zhijing Jin Bernhard Schölkopf MGen 68 83 0 27 Jan 2023
MusicLM: Generating Music From Text A. Agostinelli Timo I. Denk Zalan Borsos Jesse Engel Mauro Verzetti ... Adam Roberts Marco Tagliasacchi Matthew Sharifi Neil Zeghidour Christian Frank MGen 85 427 0 26 Jan 2023
Conditioning and Sampling in Variational Diffusion Models for Speech Super-Resolution Chin-Yun Yu Sung-Lin Yeh Gyorgy Fazekas Hao Tang DiffM 62 20 0 27 Oct 2022
Full-band General Audio Synthesis with Score-based Diffusion Santiago Pascual Gautam Bhattacharya Chunghsin Yeh Jordi Pons Joan Serrà DiffM 30 34 0 26 Oct 2022
MuLan: A Joint Embedding of Music Audio and Natural Language Qingqing Huang A. Jansen Joonseok Lee Ravi Ganti Judith Yue Li D. Ellis 81 133 0 26 Aug 2022
Score-based Generative Modeling in Latent Space Arash Vahdat Karsten Kreis Jan Kautz DiffM 32 667 0 10 Jun 2021
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 80 1,429 0 21 Sep 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 163 3,803 0 12 Jul 2019
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 90 2,488 0 29 Sep 2016