3 citations · 5 across the 4 of their papers we have counts for
5 papers
CochlScene: Acquisition of acoustic scene data using crowdsourcing
Il-Young Jeong, Jeongsoo Park
This paper describes a pipeline for collecting acoustic scene data by using crowdsourcing. The detailed process of crowdsourcing is explained, including planning, validation criter…
RGB no more: Minimally-decoded JPEG Vision Transformers
Jeongsoo Park, Justin Johnson
Most neural networks for computer vision are designed to infer using RGB images. However, these RGB images are commonly encoded in JPEG before saving to disk; decoding them imposes…
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…
Enhancing Music Features by Knowledge Transfer from User-item Log Data
Donmoon Lee, Jaejun Lee, Jeongsoo Park +1
In this paper, we propose a novel method that exploits music listening log data for general-purpose music feature extraction. Despite the wealth of information available in the log…
Separation of Instrument Sounds using Non-negative Matrix Factorization with Spectral Envelope Constraints
Jeongsoo Park, Jaeyoung Shin, Kyogu Lee
Spectral envelope is one of the most important features that characterize the timbre of an instrument sound. However, it is difficult to use spectral information in the framework o…