Kyogu Lee, Ziwon Hyung, and Juhan Nam , "Acoustic Scene Classification Using Sparse Feature Learning and Event-based Pooling ," IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013

Juhan Nam, "Learning Feature Representations for Music Classification," Ph.D. thesis, Stanford University, 2012
Juhan Nam, Jorge Herrera, Malcolm Slaney and Julius O. Smith, " Learning Sparse Feature Representations for Music Annotation and Retrieval," In Proceedings of the 13th International Conference for Music Information Retrieval (ISMIR) Conference, 2012
Juhan Nam, Gautham J. Mysore and Paris Smaragdis, " Sound Recognition in Mixtures," In Proceedings of the International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), 2012
Jussi Pekonen, Juhan Nam, Vesa Välimäki and Julius O. Smith " Optimized Polynomial Spline Basis Function Design for Quasi-Bandlimited Classical Waveform Synthesis,” IEEE Signal Processing Letters, 2012
Vesa Välimäki, Jussi Pekonen, Juhan Nam, " Perceptually Informed Synthesis of Bandlimited Classical Waveforms Using Integrated Polynomial Interpolation,” Journal of the Acoustical Society of America, 2012

Juhan Nam, Jiquan Ngiam, Honglak Lee and Malcolm Slaney, " A Classification-Based Polyphonic Piano Transcription Approach Using Learned Feature Representations ," In Proceedings of the 12th International Conference for Music Information Retrieval (ISMIR) Conference, 2011
Jiquan Ngiam, Aditya Khosla, Mingyu Kim, Juhan Nam , Honglak Lee and Andrew Y. Ng. " Multimodal Deep Learning," In Proceedings of the 28th International Conference on Machine Learning (ICML), 2011 (Also appeared in the NIPS 2010 Workshop on Deep Learning and Unsupervised Feature Learning: pdf ).

Juhan Nam , Vesa Välimäki, Jonathan S. Abel, and Julius O. Smith, " Efficient antialiasing oscillator algorithms using low-order fractional delay filters," IEEE Transactions on Audio, Speech and Language Processing, 2010
Vesa Välimäki, Juhan Nam, Jonathan O. Smith, and Jonathan S. Abel, " Alias-suppressed oscillators based on differentiated polynomial waveforms," IEEE Transactions on Audio, Speech and Language Processing, 2010
Juhan Nam , Gautham Mysore, Joachim Ganseman, Kyogu Lee, and Jonathan S. Abel, " A super-resolution spectrogram using coupled PLCA ," the 11th Conference of the International Speech Communication Association (Interspeech), September 2010
Jussi Pekonen, Juhan Nam , Julius O. Smith, Jonathan S. Abel and V. Välimäki, " On Minimizing the Look-Up Table Size in Quasibandlimited Classical Waveform Oscillators,” Proceedings of the 13th Int. Conference on Digital Audio Effects (DAFx), September 2010.
Jussi Pekonen, Vesa Välimäki, Juhan Nam, Julius O. Smith, and Jonathan S. Abel, " Variable Fractional Delay Filters in Bandlimited Oscillator Algorithms for Music Synthesis,” Proceedings of Int. Conference on Green Circuits and Systems, June 2010 (Invited paper).

Juhan Nam, Vesa Välimäki, Jonathan S. Abel, Julius O. Smith, "Alias-free virtual analog oscillators using a feedback delay loop," the 12th Int. Conference on Digital Audio Effects (DAFx) , September 2009.

Juhan Nam, Jonathan S. Abel, Julius O. Smith, "A Method for Estimating Interaural Time Difference for Binaural Synthesis," the 125th Audio Engineering Society Convention, October 2008.
Juhan Nam, Miriam A. Kolar, Jonathan S. Abel, "On the Minimum-phase Nature of Head-Related Transfer Functions," the 125th Audio Engineering Society Convention, October 2008.

Juhan Nam , "A Study of Sinusoid Generation Using Recursive Algorithms," Emile, Journal of Korean Electro-Acoustic Music Society, December 2005.

Juhan Nam