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1
Building K-Pop Singing Voice Tag Dataset: A Progress Report

Kim, Luke; Kum, Sangeun; Park, Chae Lin; Lee, Jongpil; Park, Jiyoung; Nam, Juhan, The 18th International Society for Musical Information Retrieval Conference, ISMIR, 2017-10-27

2
Combining Multi-Scale Features Using Sample-level Deep Convolutional Neural Networks for Weakly Supervised Sound Event Detection

Lee, Jongpil; Park, Jiyoung; Kum, Sangeun; Jeong, Youngho; Nam, Juhan, Proceedings of the 2nd Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), IEEE, 2017-11-17

3
Deep learning for vocal melody extractionlink

Kum, Sangeun; Nam, Juhan; et al, 2021

4
Joint Detection and Classification of Singing Voice Melody Using Convolutional Recurrent Neural Networks

Kum, Sangeun; Nam, Juhan, APPLIED SCIENCES-BASEL, v.9, no.7, pp.1324, 2019-03

5
Learning a Cross-Domain Embedding Space of Vocal and Mixed audio with a Structure-Preserving Triplet Loss

Kim, Keunhyoung; Lee, Jongpil; Kum, Sangeun; Nam, Juhan, International Society for Music Information Retrieval Conference, ISMIR 2021, International Society for Music Information Retrieval, 2021-11-09

6
Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks

Kum, Sangeun; Oh, Changheun; Nam, Juhan, The International Society for Music Information Retrieval (ISMIR), 2016, ISMIR, 2016-08-11

7
PSEUDO-LABEL TRANSFER FROM FRAME-LEVEL TO NOTE-LEVEL IN A TEACHER-STUDENT FRAMEWORK FOR SINGING TRANSCRIPTION FROM POLYPHONIC MUSIC

Kum, Sangeun; Lee, Jongpil; Kim, Keunhyoung Luke; Kim, Taehyoung; Nam, Juhan, 47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022, pp.796 - 800, Institute of Electrical and Electronics Engineers Inc., 2022-05-24

8
Semantic Tagging of Singing Voices in Popular Music Recordings

Kim, Keunhyoung Luke; Lee, Jongpil; Kum, Sangeun; Park, Chae Lin; Nam, Juhan, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.28, pp.1656 - 1668, 2020-05

9
Singing melody extraction using multi-column deep neural networks = 다중 심층 신경망을 사용한 가창 멜로디 추출link

Kum, Sangeun; 금상은; et al, 한국과학기술원, 2016

10
멜로디 추출 알고리즘으로 살펴보는 음악정보 검색

Kum, Sangeun; Nam, Juhan, 전자공학회논문지, v.43, no.5, pp.41 - 49, 2016-05

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