Kieran Cox

The paper introduces The Freshwater Sounds Archive, a global database of species-specific freshwater sounds, aiming to improve species identification from soundscape recordings and enable machine learning applications.

The paper synthesizes passive acoustic monitoring data across ecosystems to assess global coverage and identify gaps in biodiversity monitoring.