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Juhan Nam
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Year
Multimodal deep learning
J Ngiam, A Khosla, M Kim, J Nam, H Lee, AY Ng
ICML, 2011
30882011
Sample-level deep convolutional neural networks for music auto-tagging using raw waveforms
J Lee, J Park, KL Kim, J Nam
Sound and Music Computing Conference (SMC), 2017, 2017
1562017
Multi-level and multi-scale feature aggregation using pretrained convolutional neural networks for music auto-tagging
J Lee, J Nam
IEEE signal processing letters 24 (8), 1208-1212, 2017
1192017
SampleCNN: End-to-end deep convolutional neural networks using very small filters for music classification
J Lee, J Park, KL Kim, J Nam
Applied Sciences 8 (1), 150, 2018
1102018
A Classification-Based Polyphonic Piano Transcription Approach Using Learned Feature Representations.
J Nam, J Ngiam, H Lee, M Slaney
ISMIR, 175-180, 2011
1022011
Learning Sparse Feature Representations for Music Annotation and Retrieval.
J Nam, J Herrera, M Slaney, JO Smith III
ISMIR, 565-570, 2012
992012
Sample-level CNN architectures for music auto-tagging using raw waveforms
T Kim, J Lee, J Nam
2018 IEEE international conference on acoustics, speech and signal …, 2018
792018
Deep learning for audio-based music classification and tagging: Teaching computers to distinguish rock from bach
J Nam, K Choi, J Lee, SY Chou, YH Yang
IEEE signal processing magazine 36 (1), 41-51, 2018
632018
Raw waveform-based audio classification using sample-level CNN architectures
J Lee, T Kim, J Park, J Nam
Machine Learning for Audio Signal Processing Workshop, Neural Information …, 2017
622017
Systems and methods for audio signal processing
E Visser, LH Kim, Y Guo, J Nam
US Patent App. 13/828,415, 2013
612013
Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks.
S Kum, C Oh, J Nam
ISMIR, 819-825, 2016
592016
Comparison and analysis of samplecnn architectures for audio classification
T Kim, J Lee, J Nam
IEEE Journal of Selected Topics in Signal Processing 13 (2), 285-297, 2019
572019
Representation learning of music using artist labels
J Park, J Lee, J Park, JW Ha, J Nam
ISMIR, 717-724, 2018
492018
Alias-suppressed oscillators based on differentiated polynomial waveforms
V Valimaki, J Nam, JO Smith, JS Abel
IEEE Transactions on audio, speech, and language processing 18 (4), 786-798, 2009
402009
Efficient antialiasing oscillator algorithms using low-order fractional delay filters
J Nam, V Valimaki, JS Abel, JO Smith
IEEE transactions on audio, speech, and language processing 18 (4), 773-785, 2009
382009
Systems and methods for evaluating strength of an audio password
LH Kim, J Nam, E Visser
US Patent 10,157,272, 2018
332018
A method for estimating interaural time difference for binaural synthesis
J Nam, JS Abel, JO Smith III
Audio Engineering Society Convention 125, 2008
332008
Joint detection and classification of singing voice melody using convolutional recurrent neural networks
S Kum, J Nam
Applied Sciences 9 (7), 1324, 2019
322019
Zero-shot learning for audio-based music classification and tagging
J Choi, J Lee, J Park, J Nam
ISMIR, 67-74, 2019
292019
Perceptually informed synthesis of bandlimited classical waveforms using integrated polynomial interpolation
V Välimäki, J Pekonen, J Nam
The Journal of the Acoustical Society of America 131 (1), 974-986, 2012
292012
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