MusicFactory: Application of a Convolutional Neural Network for the Generation of Soundscapes from Images

Autores: Juan José Navarro Cáceres, André Filipe Sales Mendes, Hector Sánchez San Blas, Gabriel Villarrubia González , María Navarro Cáceres
Localización: New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence: The DITTET 2022 Collection / Daniel Hernández de la Iglesia (ed. lit.) , Juan Francisco de Paz Santana (ed. lit.) , Alfonso José López Rivero (ed. lit.) , 2023, ISBN 978-3-031-14858-3, págs. 156-164
Idioma: español
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Resumen
- A soundscape is a sound description of a concrete environment. Therefore, the soundscapes are always connected to a visual component, as it might capture sounds from an urban city, a countryside, or a domestic place. In this work, we present a system that generate soundscapes from images. Firstly, we recognize some objects in the image. In a second step the system searches the most adequate sounds according to the entities identified in the picture. Finally, a soundscape is synthesized by combining the short sound files found. The results obtained according to the subjective evaluation are promising and encouraging to deepen our research in the soundscape generation.