crossrefMachine Learning and Knowledge Extraction2025-09-24
Enhancing Soundscape Characterization and Pattern Analysis Using Low-Dimensional Deep Embeddings on a Large-Scale Dataset
Daniel Alexis Nieto Mora, Leonardo Duque-Muñoz, Juan David Martínez Vargas
Soundscape monitoring has become an increasingly important tool for studying ecological processes and supporting habitat conservation. While many recent advances focus on identifying species through supervised learning, there is growing interest in understanding the soundscape as…