New article in Scientific Reports: Semantically-informed DNN for sound recognition

2024-10-21

In this new article in Scientific Report (Open Access), we have learned that deep neural networks (DNN) mapping sounds to distributed language semantics approximate human listeners’ behavior better than standard DNNs with categorical output:

Esposito, M., Valente, G., Plasencia-Calaña, Y., Michel Dumontier, Bruno L. Giordano, Elia Formisano. Bridging auditory perception and natural language processing with semantically informed deep neural networks. Scientific Reports 14, 20994 (2024). https://doi.org/10.1038/s41598-024-71693-9