Dataset for polyphonic sound event detection tasks in urban soundscapes: The synthetic polyphonic ambient sound source (SPASS) dataset

Dataset for polyphonic sound event detection tasks in urban soundscapes: The synthetic polyphonic ambient sound source (SPASS) dataset

This paper presents the Synthetic Polyphonic Ambient Sound Source (SPASS) dataset, a publicly available synthetic polyphonic audio dataset. SPASS was designed to train deep neural networks effectively for polyphonic sound event detection (PSED) in urban soundscapes. SPASS contains synthetic recordin...

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Bibliographic Details
Main Authors: Rhoddy Viveros-Muñoz, Pablo Huijse, Victor Vargas, Diego Espejo, Victor Poblete, Jorge P. Arenas, Matthieu Vernier, Diego Vergara, Enrique Suárez
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Data in Brief
Subjects:
Deep learning
Polyphonic sound event detection
Soundscape
Acoustic virtual reality
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340923006522

Internet

http://www.sciencedirect.com/science/article/pii/S2352340923006522

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