Juhan Nam

Juhan Nam

Korea Advanced Institute of Science and Technology

Assistant Professor

Graduate School of Culture Technology

Research Area

  • #Computer science
  • #Artificial intelligence
  • #Pattern recognition
  • #Spectrogram
  • #Feature extraction
  • #Convolutional neural network
  • #Speech recognition
  • #Computer vision
  • #Feature learning
  • #Audio signal

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Related papers to
‘ Computer science ‘ : 9

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

    2017/06

    2.8 Impact Factor

    100 citations

    Jongpil Lee, Juhan Nam

    DOI : 10.1109/LSP.2017.2713830

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Artificial neural network
    • #Feature extraction
    • #Convolutional neural network
    • #Contextual image classification
    • #Convolution
    • #Feature learning
    • #Transfer of learning
    • #Spectrogram

All papers authored by
‘ Juhan Nam ’ : 11

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

    2017/06
    IEEE SIGNAL PROCESSING LETTERS

    2.8 Impact Factor

    100 citations

    Jongpil Lee, Juhan Nam

    DOI : 10.1109/LSP.2017.2713830

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Artificial neural network
    • #Feature extraction
    • #Convolutional neural network
    • #Contextual image classification
    • #Convolution
    • #Feature learning
    • #Transfer of learning
    • #Spectrogram

Related papers to
‘ Computer science ‘ : 9

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

    2017/06
    IEEE SIGNAL PROCESSING LETTERS

    2.8 Impact Factor

    100 citations

    Jongpil Lee, Juhan Nam

    DOI : 10.1109/LSP.2017.2713830

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Artificial neural network
    • #Feature extraction
    • #Convolutional neural network
    • #Contextual image classification
    • #Convolution
    • #Feature learning
    • #Transfer of learning
    • #Spectrogram
  • SampleCNN: End-to-End Deep Convolutional Neural Networks Using Very Small Filters for Music Classification

    2018/01
    APPLIED SCIENCES-BASEL

    2.2 Impact Factor

    87 citations

    Jongpil Lee, Jiyoung Park, Keunhyoung Kim, Juhan Nam

    DOI : 10.3390/APP8010150

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Convolutional neural network
    • #Transfer of learning
    • #Spectrogram
    • #Decimation
    • #Upsampling
    • #Structure (mathematical logic)
    • #Layer (object-oriented design)
    • #Domain (software engineering)

Get access to
Contact information

Log in

All papers authored by
‘ Juhan Nam ’ : 11

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

    2017/06
    IEEE SIGNAL PROCESSING LETTERS

    2.8 Impact Factor

    100 citations

    Jongpil Lee, Juhan Nam

    DOI : 10.1109/LSP.2017.2713830

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Artificial neural network
    • #Feature extraction
    • #Convolutional neural network
    • #Contextual image classification
    • #Convolution
    • #Feature learning
    • #Transfer of learning
    • #Spectrogram
  • SampleCNN: End-to-End Deep Convolutional Neural Networks Using Very Small Filters for Music Classification

    2018/01
    APPLIED SCIENCES-BASEL

    2.2 Impact Factor

    87 citations

    Jongpil Lee, Jiyoung Park, Keunhyoung Kim, Juhan Nam

    DOI : 10.3390/APP8010150

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Convolutional neural network
    • #Transfer of learning
    • #Spectrogram
    • #Decimation
    • #Upsampling
    • #Structure (mathematical logic)
    • #Layer (object-oriented design)
    • #Domain (software engineering)

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