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eess.AS2020
Memory Controlled Sequential Self Attention for Sound Recognition
Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian +1
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 attent…
eess.AS2019
Polyphonic Sound Event and Sound Activity Detection: A Multi-task approach
Arjun Pankajakshan, Helen L. Bear, Emmanouil Benetos
Polyphonic Sound Event Detection (SED) in real-world recordings is a challenging task because of the dynamic polyphony level, intensity, and duration of sound events. Current polyp…