Sound Source Distance Estimation Using Deep Learning: An Image Classification Approach

Sound Source Distance Estimation Using Deep Learning: An Image Classification Approach

This paper presents a sound source distance estimation (SSDE) method using a convolutional recurrent neural network (CRNN). We approach the sound source distance estimation task as an image classification problem, and we aim to classify a given audio signal into one of three predefined distance clas...

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Bibliographic Details
Main Authors: Mariam Yiwere, Eun Joo Rhee
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Sensors
Subjects:
sound source distance estimation
log-scaled mel spectrogram
deep learning
convolutional recurrent neural network
Online Access:https://www.mdpi.com/1424-8220/20/1/172

Internet

https://www.mdpi.com/1424-8220/20/1/172

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