Dorien Herremans

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upvoted 2 papers about 2 months ago

MERIT: Learning Disentangled Music Representations for Audio Similarity

Paper • 2605.27346 • Published May 26 • 8

Text2Score: Generating Sheet Music From Textual Prompts

Paper • 2605.13431 • Published May 13 • 2

upvoted 2 papers 8 months ago

Aligning Generative Music AI with Human Preferences: Methods and Challenges

Paper • 2511.15038 • Published Nov 19, 2025 • 3

NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards

Paper • 2511.14659 • Published Nov 18, 2025 • 13

upvoted 16 papers 10 months ago

Jointist: Joint Learning for Multi-instrument Transcription and Its Applications

Paper • 2206.10805 • Published Jun 22, 2022 • 1

Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure

Paper • 2102.09794 • Published Feb 19, 2021 • 1

Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy

Paper • 1812.01278 • Published Dec 4, 2018 • 1

Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks

Paper • 1910.01463 • Published Oct 1, 2019 • 1

Regression-based music emotion prediction using triplet neural networks

Paper • 2001.09988 • Published Jan 25, 2020 • 1

nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks

Paper • 1912.12055 • Published Dec 27, 2019 • 1

Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders

Paper • 1912.02613 • Published Dec 3, 2019 • 1

Acoustic prediction of flowrate: varying liquid jet stream onto a free surface

Paper • 2006.09016 • Published Jun 16, 2020 • 1

A dataset and classification model for Malay, Hindi, Tamil and Chinese music

Paper • 2009.04459 • Published Sep 9, 2020 • 1

A variational autoencoder for music generation controlled by tonal tension

Paper • 2010.06230 • Published Oct 13, 2020 • 1

Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework

Paper • 2104.13056 • Published Apr 27, 2021 • 1

Revisiting the Onsets and Frames Model with Additive Attention

Paper • 2104.06607 • Published Apr 14, 2021 • 1

The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy

Paper • 2010.09969 • Published Oct 20, 2020 • 1

MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control

Paper • 2202.05528 • Published Feb 11, 2022 • 1

DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability

Paper • 2210.05148 • Published Oct 11, 2022 • 1

Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder

Paper • 2211.03316 • Published Nov 7, 2022 • 1