New preprint in bioRxiv: Bridging Auditory Perception and Natural Language Processing with Semantically informed Deep Neural Networks

2024-05-01

Read our new preprint in bioRxiv  on enhancing sound recognition with semantics. We found that  integrating NLP embeddings into CNNs enhances the network’s sound recognition performance and aligns it with human auditory perception: 

Bridging Auditory Perception and Natural Language Processing with Semantically informed Deep Neural Networks. Michele Esposito, Giancarlo Valente, Yenisel Plasencia-Calaña, Michel Dumontier, Bruno L. Giordano, and Elia Formisano,