Gerhard Widmer

Effective Pre-Training of Audio Transformers for Sound Event Detection

arXiv 2024

Multi-Iteration Multi-Stage Fine-Tuning of Transformers for Sound Event Detection with Heterogeneous Datasets

arXiv 2024

GraphMuse: A Library for Symbolic Music Graph Processing

arXiv 2024

Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving

arXiv 2024

Perception-Inspired Graph Convolution for Music Understanding Tasks

arXiv 2024

SMUG-Explain: A Framework for Symbolic Music Graph Explanations

arXiv 2024

Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features

arXiv 2023

Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem

arXiv 2023

Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers

arXiv 2022

Efficient Training of Audio Transformers with Patchout

arXiv 2021

Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data

arXiv 2018

Emmanouil Karystinaios

Francesco Foscarin

Florian Schmid

Hamid Eghbal-zadeh

Jan Schlüter

Khaled Koutini

Paul Primus

Tobias Morocutti

Bernhard A. Moser

Eita Nakamura