no code implementations • 15 Jul 2022 • Vinod Subramanian, Siddharth Gururani, Emmanouil Benetos, Mark Sandler
Loss-gradients are used to interpret the decision making process of deep learning models.
no code implementations • 10 Apr 2022 • Alejandro Delgado, Emir Demirel, Vinod Subramanian, Charalampos Saitis, Mark Sandler
Vocal Percussion Transcription (VPT) is concerned with the automatic detection and classification of vocal percussion sound events, allowing music creators and producers to sketch drum lines on the fly.
1 code implementation • 13 May 2020 • Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian, Emmanouil Benetos
In this paper we investigate the importance of the extent of memory in sequential self attention for sound recognition.
no code implementations • 4 Jul 2019 • Vinod Subramanian, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark Sandler
In addition, we show that the adversarial attacks are very effective across the different models.