177 citations · 214 across the 4 of their papers we have counts for
4 papers
Cross-domain Sound Recognition for Efficient Underwater Data Analysis
Jeongsoo Park, Dong-Gyun Han, Hyoung Sul La +3
This paper presents a novel deep learning approach for analyzing massive underwater acoustic data by leveraging a model trained on a broad spectrum of non-underwater (aerial) sound…
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning
Sungkyun Chang, Donmoon Lee, Jeongsoo Park +4
Most of existing audio fingerprinting systems have limitations to be used for high-specific audio retrieval at scale. In this work, we generate a low-dimensional representation fro…
Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation
Yoonchang Han, Kyogu Lee
In recent years, neural network approaches have shown superior performance to conventional hand-made features in numerous application areas. In particular, convolutional neural net…
Deep convolutional neural networks for predominant instrument recognition in polyphonic music
Yoonchang Han, Jaehun Kim, Kyogu Lee
Identifying musical instruments in polyphonic music recordings is a challenging but important problem in the field of music information retrieval. It enables music search by instru…