Metrics for Polyphonic Sound Event Detection

Metrics for Polyphonic Sound Event Detection

This paper presents and discusses various metrics proposed for evaluation of polyphonic sound event detection systems used in realistic situations where there are typically multiple sound sources active simultaneously. The system output in this case contains overlapping events, marked as multiple so...

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Bibliographic Details
Main Authors: Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
Format: Article
Language:English
Published: MDPI AG 2016-05-01
Series:Applied Sciences
Subjects:
pattern recognition
audio signal processing
audio content analysis
computational auditory scene analysis
sound events
everyday sounds
polyphonic sound event detection
evaluation of sound event detection
Online Access:http://www.mdpi.com/2076-3417/6/6/162

Internet

http://www.mdpi.com/2076-3417/6/6/162

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