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: Miranda, E.R (Author), Moffat, D. (Author), Venkatesh, S. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
audio segmentation
convolutional neural network
convolutional recurrent neural network
deep learning
music-speech detection
radio
regression
sound event detection
you only look once
Online Access:View Fulltext in Publisher

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