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Nam, Juhan (남주한)
부교수, (문화기술대학원)

https://mac.kaist.ac.kr/~juhan/

Research Area
Audio Signal Processing, Music Information Retrieval, Sound Synthesis
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Mel2Word: A Text-based Melody Representation for Symbolic Music Analysis

    Park, Saebyul; Choi, Eunjin; Kim, Jeounghoon; et al, Music and Science, v.7, 2024-01

    2
    Editorial for TISMIR Special Collection: Cultural Diversity in MIR Research

    Duan, Zhiyao; van Kranenburg, Peter; Nam, Juhan; et al, Transactions of the International Society for Music Information Retrieval, v.6, no.1, pp.203 - 205, 2023-11

    3
    Quantitative analysis of piano performance proficiency focusing on difference between hands

    Kim, Sarah; Park, Jeong Mi; Rhyu, Seungyeon; et al, PLOS ONE, v.16, no.5, 2021-05

    4
    Special Issue on Deep Learning for Applications in Acoustics: Modeling, Synthesis, and Listening

    Gabrielli, Leonardo; Fazekas, Gyorgy; Nam, Juhan, APPLIED SCIENCES-BASEL, v.11, no.2, pp.473, 2021-01

    5
    Semantic Tagging of Singing Voices in Popular Music Recordings

    Kim, Keunhyoung Luke; Lee, Jongpil; Kum, Sangeun; et al, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.28, pp.1656 - 1668, 2020-05

    6
    Note-Intensity Estimation of Piano Recordings Using Coarsely Aligned MIDI Score

    Jeong, Dasaem; Kwon, Taegyun; Nam, Juhan, JOURNAL OF THE AUDIO ENGINEERING SOCIETY, v.68, no.1/2, pp.34 - 47, 2020-02

    7
    Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing

    Purwins, Hendrik; Sturm, Bob; Li, Bo; et al, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v.13, no.2, pp.203 - 205, 2019-05

    8
    Comparison and Analysis of SampleCNN Architectures for Audio Classification

    Kim, Taejun; Lee, Jongpil; Nam, Juhan, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v.13, no.2, pp.285 - 297, 2019-05

    9
    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

    10
    Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach

    Nam, Juhan; Choi, Keunwoo; Lee, Jongpil; et al, IEEE SIGNAL PROCESSING MAGAZINE, v.36, no.1, pp.41 - 51, 2019-01

    11
    Use the Force: Incorporating Touch Force Sensors into Mobile Music Interaction

    Lee, Edward Jangwon; Yong, Sangeon; Choi, Soonbeom; et al, Lecture Notes in Computer Science, v.11265, no.1, 2018-11

    12
    SampleCNN: End-to-End Deep Convolutional Neural Networks Using Very Small Filters for Music Classification

    Lee, Jongpil; Park, Jiyoung; Kim, Keunhyoung Luke; et al, APPLIED SCIENCES, v.8, no.1, 2018-01

    13
    Multi-Level and Multi-Scale Feature Aggregation Using Pretrained Convolutional Neural Networks for Music Auto-Tagging

    Lee, Jongpil; Nam, Juhan, IEEE SIGNAL PROCESSING LETTERS, v.24, no.8, pp.1208 - 1212, 2017-06

    14
    멜로디 추출 알고리즘으로 살펴보는 음악정보 검색

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

    15
    Sparse feature learning for instrument identification: Effects of sampling and pooling methods

    Han, Yoonchang; Lee, Subin; Nam, Juhan; et al, JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, v.139, no.5, pp.2290 - 2298, 2016-05

    16
    Augmenting Environmental Interaction in Audio Feedback Systems

    Kim, Seunghun; Wakefield, Graham; Nam, Juhan, APPLIED SCIENCES-BASEL, v.6, no.5, 2016-05

    17
    Toward Certain Sonic Properties of an Audio Feedback System by Evolutionary Control of Second-Order Structures

    Kim, Seunghun; Nam, Juhan; Wakefield, Graham, Lecture Notes in Computer Science, v.9027, pp.113 - 124, 2015-03

    18
    Optimized Polynomial Spline Basis Function Design for Quasi-Bandlimited Classical Waveform Synthesis

    Pekonen, Jussi; Nam, Juhan; Smith, Julius O.; et al, IEEE SIGNAL PROCESSING LETTERS, v.19, no.3, pp.159 - 162, 2012-03

    19
    Sound Recognition in Mixtures

    Nam, Juhan; Mysore, Gautham; Smaragdis, Paris, Lecture Notes in Computer Science, v.7191, pp.405 - 413, 2012-03

    20
    Perceptually informed synthesis of bandlimited classical waveforms using integrated polynomial interpolation

    Valimaki, Vesa; Pekonen, Jussi; Nam, Juhan, JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, v.131, no.1, pp.974 - 986, 2012-01
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