Search Results for author: Shubhr Singh

Found 2 papers, 1 papers with code

ATGNN: Audio Tagging Graph Neural Network

no code implementations2 Nov 2023 Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell

Deep learning models such as CNNs and Transformers have achieved impressive performance for end-to-end audio tagging.

Audio Tagging

Few-shot bioacoustic event detection at the DCASE 2023 challenge

1 code implementation15 Jun 2023 Ines Nolasco, Burooj Ghani, Shubhr Singh, Ester Vidaña-Vila, Helen Whitehead, Emily Grout, Michael Emmerson, Frants Jensen, Ivan Kiskin, Joe Morford, Ariana Strandburg-Peshkin, Lisa Gill, Hanna Pamuła, Vincent Lostanlen, Dan Stowell

Few-shot bioacoustic event detection consists in detecting sound events of specified types, in varying soundscapes, while having access to only a few examples of the class of interest.

Event Detection Few-Shot Learning +1

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