You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event Detection

You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event Detection

Audio segmentation and sound event detection are crucial topics in machine listening that aim to detect acoustic classes and their respective boundaries. It is useful for audio-content analysis, speech recognition, audio-indexing, and music information retrieval. In recent years, most research artic...

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Bibliographic Details
Main Authors: Satvik Venkatesh, David Moffat, Eduardo Reck Miranda
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
audio segmentation
sound event detection
you only look once
deep learning
regression
convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/12/7/3293

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https://www.mdpi.com/2076-3417/12/7/3293

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