Browsing School of Electronic Engineering and Computer Science by Author "Subramanian, V"

Now showing items 1-3 of 3

    • Anomalous behaviour in loss-gradient based interpretability methods 

      Subramanian, V; Gururani, S; Benetos, E; Sandler, M; RobustML workshop paper at ICLR 2021 (2021-05-07)

    • Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification 

      Delgado, A; Demirel, E; Subramanian, V; Saitis, C; Sandler, M; 19th Sound and Music Computing Conferences (2022-01-01)
      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. Classifier algorithms ...

    • Memory Controlled Sequential Self Attention for Sound Recognition 

      Pankajakshan, A; Bear, H; Subramanian, V; Benetos, E; 21st Annual Conference of the International Speech Communication Association (INTERSPEECH 2020) (International Speech and Communication Association (ISCA), 2020-10-25)
      In this paper we investigate the importance of the extent of memory in sequential self attention for sound recognition. We propose to use a memory controlled sequential self attention mechanism on top of a convolutional ...