publications

2024

1. LHGNN: Local-Higher Order Graph Neural Networks for Audio Tagging and Classification

   Shubhr Singh, Emmanouil Benetos, Huy Phan, and 1 more author

   (Under review), IEEE MLSP, 2024
2. ST-ITO: Controlling Audio Effects For Style Transfer With Inference-Time Optimization

   Christian Steinmetz, Shubhr Singh, Marco Comunita, and 4 more authors

   (Under review), ISMIR, 2024
3. Audio Tagging Graph Neural Networks

   Shubhr Singh, Christian Steinmetz, Emmanouil Benetos, and 2 more authors

   (IEEE Signal Processing Letters), 2024

2023

1. Perceptual musical similarity metric learning with graph neural networks

   C Vahidi, S Singh, E Benetos, and 5 more authors

   2023
2. Learning to detect an animal sound from five examples

   Inês Nolasco, Shubhr Singh, Veronica Morfi, and 8 more authors

   arXiv e-prints, 2023

2022

1. HYPERNETWORKS FOR SOUND EVENT DETECTION: A PROOF-OF-CONCEPT

   Shubhr Singh, Huy Phan, and Emmanouil Benetos

   2022
2. Few-shot bioacoustic event detection at the DCASE 2022 challenge

   S Singh, E Vidana-Villa, E Grout, and 6 more authors

   arXiv preprint arXiv:2207.07911, 2022

2021

1. Intelligent control method for the dynamic rangecompressor: A user study

   S Singh

   Journal of the Audio Engineering Society, 2021
2. Prototypical Networks for Domain Adaptation in Acoustic Scene Classification

   S Singh, H Bear, E Benetos, and 1 more author

   2021

2019

1. Audio tagging using linear noise modelling layer

   Shubhr Singh, Arjun Pankajakshan, and Emmanouil Benetos

   2019