Deep Convolutional Neural Network with Structured Prediction for Weakly Supervised Audio Event Detection

Audio event detection (AED) is a task of recognizing the types of audio events in an audio stream and estimating their temporal positions. AED is typically based on fully supervised approaches, requiring strong labels including both the presence and temporal position of each audio event. However, fu...

Full description

Bibliographic Details
Main Authors: Inkyu Choi, Soo Hyun Bae, Nam Soo Kim
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/11/2302