Concepedia

Jongpil Lee

JL

Statistics

Publications

23

Citations

935

H-Index

17

Active since

2007

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Kyungpook National University

Korea Electrotechnology Research Institute

Asan Medical Center

Jongpil Lee is an author at Korea Advanced Institute of Science and Technology specializing in engineering, deep learning, and music.

Top concepts

EngineeringDeep LearningMusicMachine LearningData ScienceSpeech ProcessingSpeech RecognitionComputer SciencePattern RecognitionNatural Language Processing

Publications per year

2007–2024

23

Publications

23

SampleCNN: End-to-End Deep Convolutional Neural Networks Using Very Small Filters for Music Classification

Jongpil Lee, Jiyoung Park, Keunhyoung Kim et al. · Applied Sciences · 2018 · 125 citations · Full text

Music, Convolutional Neural Network, Audio Mining +14

Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach

Juhan Nam, Keunwoo Choi, Jongpil Lee et al. · IEEE Signal Processing Magazine · 2018 · 115 citations

Music, Computational Musicology, Engineering +16

Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms

Jongpil Lee, Ji Young Park, Keunhyoung Luke Kim et al. · arXiv (Cornell University) · 2017 · 104 citations · Full text

Music, Deep Neural Networks, Engineering +12

Sample-Level CNN Architectures for Music Auto-Tagging Using Raw Waveforms

Tae‐Jun Kim, Jongpil Lee, Juhan Nam · 2018 · 91 citations

Music, Convolutional Neural Network, Building Cnn +12

Comparison and Analysis of SampleCNN Architectures for Audio Classification

Taejun Kim, Jongpil Lee, Juhan Nam · IEEE Journal of Selected Topics in Signal Processing · 2019 · 88 citations

Music, Convolutional Neural Network, Audio Mining +15

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