Publications

Published Papers and Book Chapters:


  • Soleymani, M., Aljanaki, A., Yang, Y., Caro, M., Eyben, F., Markov, K., Schuller, B., Veltkamp, R., Weninger, F., Wiering, F., (2014). Emotional Analysis of Music: A Comparison of Methods. Proceedings of the ACM International Conference on Multimedia. Orlando, Florida. [PDF]

  • Grunberg, D. K. (2014). Music Information Retrieval in Environments Containing Acoustic Noise. Proceedings of the ACM International Conference on Multimedia (doctoral symposium). Orlando, Florida. [PDF]

  • Batula, A. M., Ayaz, H., and Kim, Y. E. (2014) Evaluating a Four-Class Motor-Imagery-Based Optical Brain-Computer Interface, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, IL. [PDF]

  • Grunberg, D. K., and Kim, Y. E. (2014). Rapidly Learning Musical Beats in the Presence of Environmental and Robot Ego Noise. Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Chicago, IL. [PDF]

  • Schmidt, E. M and Kim, Y. E. (2013). Learning rhythm and melody features with deep belief networks. Proceedings of the 14th International Society for Music Information Retrieval Conference. Curitiba, Brazil. [PDF]

  • Prockup, M., Schmidt, E., Scott, J. & Kim, Y. (2013). Toward understanding expressive percussion through content based analysis. Proceedings of the 14th International Society for Music Information Retrieval Conference. Curitiba, Brazil. [PDF]

  • Scott, J. & Kim, Y. (2013). Instrument Identification Informed Multi-Track Mixing. Proceedings of the 14th International Society for Music Information Retrieval Conference. Curitiba, Brazil. [PDF]

  • Soleymani, M., Caro, M., Schmidt, E. M., Sha, C., and Yang, Y. H. (2013). 1000 songs for emotional analysis of music. Proceedings of the ACM Multimedia 2013 Workshop on Crowdsourcing for Multimedia. Barcelona, Catalunya, Spain. [PDF]

  • Batula, A., Colacot, M., Grunberg, D., and Kim, Y. E. (2013). Using Audio and Haptic Feedback to Detect Errors in Humanoid Musical Performances. Proceedings of the International Conference on New Inferfaces for Musical Expression, Daejeon, Korea: NIME. [PDF]

  • Scott, J., Chapman, J., Moorhead, M., Schwabe, R. and Kim, Y. E. (2013). Personalized Song Interaction Using a Multi-Touch Interface. Proceedings of the 13th International Conference on New Interfaces for Musical Expression, Daejeon, Korea: NIME. [PDF]

  • R. V. Migneco, Y. E. Kim, "A Component Based Approach for Modeling Plucked-Guitar Excitation Signals," in Proceedings of the 12th International Conference on New Interfaces for Musical Expression, Ann Arbor, Michigan: NIME. [PDF]

  • Grunberg ,D., Batula, A., Schmidt, E., and Kim, Y. E. (2012). Affective Gesturing with Music Mood Recognition. Proceedings of the International Conference on Humanoid Robotics, Osaka, Japan: Humanoids. [PDF]

  • Schmidt, E. M., Scott, J., and Kim, Y. E. (2012). Feature Learning in Dynamic Environments: Modeling the Acoustic Structure of Musical Emotion. Proceedings of the 2012 International Society for Music Information Retrieval Conference, Porto, Portugal: ISMIR. [PDF]

  • Schmidt, E. M., Prockup, M., Scott, J., Dolhansky, B., Morton, B. and Kim, Y. E. (2012). Relating perceptual and feature space invariances in music emotion recognition. Proceedings of the 9th International Symposium on Computer Music Modeling and Retrieval, London, U.K.: CMMR. Best Student Paper. [PDF] [Oral Presentation]

  • Scott, J., Schmidt, E. M., Prockup, M., Morton, B. and Kim, Y. E. (2012). Predicting time-varying musical emotion distributions from multi-track audio. Proceedings of the International Symposium on Computer Music Modeling and Retrieval, London, U.K.: CMMR. [PDF]

  • Grunberg, D., Batula, A., Schmidt, E., and Kim, Y. E. (2012). Synthetic Emotions for Humanoids: Perceptual Effects of Size and Number of Robot Platforms. International Journal of Synthetic Emotions: Special Issue on Music, Robots, and Emotion (invited paper), JSE. [PDF]

  • Grunberg, D., Batula, A., and Kim, Y. E. (2012). Towards the Development of Robot Musical Audition. Proceedings of the 2012 Music, Mind, and Invention Workshop, Ewing Township, New Jersey, USA: MMI. [PDF]

  • Batula, A. M., Morton, B. G., Migneco, R., Prockup, M., Schmidt, E. M., Grunberg, D. K., Kim, Y. E., and Fontecchio, A. K. (2012). Music Technology as an Introduction to STEM. Proceedings of the 2012 ASEE Annual Conference, San Antonio, Texas: [PDF]

  • Scott, J., Dolhansky, B., Prockup, M., McPherson, A., Kim, Y. E. (2012). New Physical and Digital Interfaces for Music Creation and Expression. Proceedings of the 2012 Music, Mind and Invention Workshop, Ewing, NJ: [PDF]

  • Batula, A. M., Mather, W. T., Carryon, G., Surrey, S., Ueda, D. E., Kim, Y. E., and Fontecchio, A. K. (2012). Evaluating the Acquisition of Engineering Confidence and Skills Through Robotics. Proceedings of the 2012 ASEE Annual Conference, San Antonio, Texas: [PDF]

  • Schmidt, E. M. and Kim, Y. E. (2011). Modeling musical emotion dynamics with conditional random fields. Proceedings of the 2011 International Society for Music Information Retrieval Conference, Miami, Florida: ISMIR. [PDF]

  • Scott, J. J. and Kim, Y. E. (2011). Analysis of acoustic features for automated multi-track mixing. Proceedings of the 2011 International Society for Music Information Retrieval Conference, Miami, Florida: ISMIR. [PDF]

  • Speck, J. A., Schmidt, E. M., Morton, B. G., and Kim, Y. E. (2011). A comparative study of collaborative vs. traditional annotation methods. Proceedings of the 2011 International Society for Music Information Retrieval Conference, Miami, Florida: ISMIR. [PDF]

  • Schmidt, E. M. and Kim, Y. E. (2011). Learning emotion-based acoustic features with deep belief networks. Proceedings of the 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY: WASPAA. [PDF]

  • Schmidt, E. M., Migneco, R. V., Scott, J. J. and Kim, Y. E. (2011). Modeling instrument tones as dynamic textures. Proceedings of the 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY: WASPAA. [PDF]

  • Migneco, R. V. and Kim, Y. E. (2011). Excitation modeling and synthesis for plucked guitar tones. Proceedings of the 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY: WASPAA. [PDF]

  • D. K. Grunberg, D. M. Lofaro, P. Y. Oh, and Y. E. Kim, "Robot Audition and Beat Identification in Noisy Environment," in Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011. [PDF]

  • J. Scott, M. Prockup, E. M. Schmidt, Y. E. Kim (2011). Automatic Multi-Track Mixing Using Linear Dynamical Systems. Proceedings of the 8th Sound and Music Computing Conference, Padova, Italy: SMC. [PDF]

  • Migneco, R., Kim, Y. E. (2011). Modeling Plucked Guitar Tones Via Joint Source Filter Estimation. Proceedings of the 14th IEEE Digital Signal Processing Workshop and 6th IEEE Signal Processing Education Workshop , Sedona, AZ: DSP/SPE. [PDF]

  • Y. E. Kim, D. K. Grunberg, A. M. Batula, D. M. Lofaro, J.-H. Oh, and P. Y. Oh, "Enabling Humanoid Musical Interaction and Performance," in Proceedings of the 2011 International Conference on Collaboration Technologies and Systems, 2011. [PDF]

  • Kim, Y. E., Batula, A. M., Migneco, R., Richardson, P., Dolhansky, B., Grunberg, D., Morton, B., Prockup, M., Schmidt, E. M., and Scott, J. (2011). Teaching STEM concepts through music technology and DSP. Proceedings of the 14th IEEE Digital Signal Processing Workshop and 6th IEEE Signal Processing Education Workshop, Sedona, AZ: DSP/SPE. [PDF]

  • Migneco, R., Kim, Y. E. (2011). Tone Bender: A Collaborative Activity For Signal Processing Education & Psychoacoustic Data Collection. Proceedings of the 14th IEEE Digital Signal Processing Workshop and 6th IEEE Signal Processing Education Workshop , Sedona, AZ: DSP/SPE. [PDF]

  • Batula, A. M., and Kim, Y. E. (2010). Development of a Mini-Humanoid Pianist. Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, Nashville, TN:Humanoids. [PDF]

  • Y. E. Kim, A. M. Batula, D. K. Grunberg, D. M. Lofaro, J.-H. Oh, and P. Y. Oh, “Developing Humanoids for Musical Interaction,” in Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, October, 2010. [PDF]

  • Schmidt, E. M. and Kim, Y. E. (2010). Prediction of time-varying musical mood distributions using Kalman filtering. Proceedings of the 2010 IEEE International Conference on Machine Learning and Applications, Washington, D.C.: ICMLA. [PDF]

  • Kim, Y. E., Schmidt, E. M., Migneco, R., Morton, B. G., Richardson, P., Scott, J., Speck, J. A. and Turnbull, D. (2010). Music emotion recognition: a state of the art review. Proceedings of the 2010 International Society for Music Information Retrieval Conference, Utrecht, Netherlands: ISMIR. [PDF]

  • Schmidt, E. M. and Kim, Y. E. (2010). Prediction of time-varying musical mood distributions from audio. Proceedings of the 2010 International Society for Music Information Retrieval Conference, Utrecht, Netherlands: ISMIR. [PDF]

  • Scott, J., Migneco, R., Morton, B., Hahn, C. M., Diefenbach, P. and Kim, Y. E. (2010). An audio processing library for MIR application development in Flash. Proceedings of the 2010 International Society for Music Information Retrieval Conference, Utrecht, Netherlands: ISMIR. [PDF]

  • Hrybyk, A. and Kim, Y. (2010). Combined audio and video analysis for guitar chord recognition. Proceedings of the 2010 International Society for Music Information Retrieval Conference, Utrecht, Netherlands: ISMIR. [PDF]

  • McPherson, A. P. and Kim, Y. E. (2010). Augmenting the acoustic piano with electromagnetic string actuation and continuous key position sensing. In Proceedings of the 2010 International Conference on New Interfaces for Musical Expression, Sydney, Australia. [PDF]

  • Morton, B. G., Speck, J. A., Schmidt, E. M., and Kim, Y. E. (2010). Improving music emotion labeling using human computation. Proceedings of the ACM SIGKDD Workshop on Human Computation, Washington, D.C.: HCOMP [PDF]

  • Schmidt, E. M., Turnbull, D., and Kim Y. E. (2010). Feature Selection for Content-Based, Time-Varying Musical Emotion Regression. Proc. ACM SIGMM International Conference on Multimedia Information Retrieval, Philadelphia, PA: MIR [PDF]

  • D. K. Grunberg, R. Ellenberg, I.-H. Kim, J.-H. Oh, P. Y. Oh, and Y. E. Kim, “Development of an Autonomous Dancing Robot,” International Journal of Hybrid Information Technology, 2010. [PDF]

  • Schmidt, E. M., West, K., and Kim, Y. E. (2009). Efficient acoustic feature extraction for music information retrieval using programmable gate arrays. Proceedings of the 2009 International Society for Music Information Retrieval Conference, Kobe, Japan: ISMIR. [PDF]

  • Migneco, R., Doll, T. M., Scott, J. J., and Kim, Y. E. (2009). An audio DSP toolkit for rapid application development in Flash. IEEE International Workshop on Multimedia Signal Processing. [PDF]

  • R. Ellenberg, D. K. Grunberg, P. Y. Oh, and Y. E. Kim, “Using Miniature Humanoids as Surrogate Research Platforms,” in Proceedings of the IEEE-RAS Conference on Humanoid Robotics, 2009. [PDF]

  • R. Ellenberg, D. K. Grunberg, P. Y. Oh, and Y. E. Kim, “Creating an Autonomous Dancing Robot,” in Proceedings of the International Conference on Hybrid Information Technology, August, 2009. [PDF]

  • Migneco, R., Doll, T. M., Scott, J. J., Hahn, C., Diefenbach, P. J., and Kim, Y. E. (2009). An audio processing library for game development in Flash. International IEEE Consumer Electronics Society's Games Innovations Conference. [PDF]

  • D. K. Grunberg, R. Ellenberg, Y. E. Kim, and P. Y. Oh, "From RoboNova to HUBO: Platforms in Robot Dance," in Proceedings of the International Conference of Advanced Humanoid Robotics Research (ICAHRR) 2009, August, 2009. [PDF]

  • Doll, T. M., and Migneco, R., and Kim, Y. E. (2009). Web-based sound and music games with activities for STEM education. International IEEE Consumer Electronics Society's Games Innovations Conference. [PDF]

  • Kim, Y. E., Doll, T. M., and Migneco, R. (2009). Collaborative online activities for acoustics education and psychoacoustic data collection. IEEE Transactions on Learning Technologies. [PDF]

  • R. Ellenberg, D. K. Grunberg, P. Y. Oh, and Y. E. Kim, “Exploring Creativity Through Humanoids and Dance,” in Proceedings of the 5th International Conference on Ubiquitous Robotics and Ambient Intelligence, November, 2008. [PDF]

  • Kim, Y. E., Schimdt, E., and Emelle, L. (2008). Moodswings: a collaborative game for music mood label collection. Proceedings of the 2008 International Conference on Music Information Retrieval, Philadelphia, PA: ISMIR. [PDF]

  • Doll, T. M., Migneco, R. V., and Kim, Y. E. (2008). Online activities for music information and acoustics education and psychoacoustic data collection. Proceedings of the 2008 International Conference on Music Information Retrieval, Philadelphia, PA: ISMIR. [PDF]

  • Kim, Y. E., Walsh, J. M., and Doll, T. M. (2008). Comparison of a joint iterative method for multiple speaker identification with sequential blind source separation and speaker identification. Proceedings of the 2008 ISCA Odyssey Workshop on Speaker and Language Recognition, Stellenbosch, South Africa: ISCA. [PDF]

  • Lin, Y., J. Chen, Y. E. Kim, and D. D. Lee (2007). Blind channel identification for speech dereverberation using l1-norm sparse learning. Proceedings of the 2007 Conference on Neural Information Processing Systems (NIPS), Vancouver, Canada: NIPS. [PDF]

  • Walsh, J. M., Kim, Y. E., and Doll, T. M. (2007). Joint iterative multi-speaker identification and source separation using expectation propagation. Proceedings of the 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY: IEEE. [PDF]

  • Lin, Y., J. Chen, Y. E. Kim, and D. D. Lee (2007). Blind sparse-nonnegative (BSN) channel identification for acous-tic time-difference-of-arrival estimation. Proceedings of the 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY: IEEE. [PDF]

  • Kim, Y. E. (2007). Singing Voice Analysis, Synthesis, and Modeling. Chapter to appear in Handbook on Signal Processing for Acoustics (in press), David Havelock, editor, New York, NY: Springer-Verlag.

  • Kim, Y. E. (2003). A Framework for Parametric Singing Voice Analysis/Synthesis. Proceedings of the 2003 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY: IEEE. [PDF]

  • Kim, Y. E. (2003). Singer Identification and Transformation through Dynamic Modeling of Vocal Fold and Vocal Tract Parameters. Proceedings of the 2003 Stockholm Music Acoustics Conference, Stockholm, SE: Royal Institute of Technology (KTH). [PDF]

  • Kim, Y. E. (2002). Singer Identification in Popular Music Recordings Using Voice Coding Features. Proceedings of the 2002 International Symposium on Music Information Retrieval, Paris, FR: ISMIR. [PDF]

  • Kim, Y. E. (2001). Excitation Codebook Design for Coding of the Singing Voice. Proceedings of the 2001 IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics, New Paltz, NY: IEEE. [PDF]

  • Lindsay, A. T. and Y. E. Kim (2001). The MPEG-7 Audio Metadata Standard (invited paper). Proceedings of the 2001 International Symposium on Music Information Retrieval, Bloomington, ID: ISMIR.

  • Kim, Y. E. and B. L. Vercoe (2000). The Future of Audio Entertainment. White paper for Interep, Inc., New York, NY.

  • Kim, Y. E., W. Chai, et al. (2000). Analysis of a Contour-Based Representation for Melody. Proceedings of the 2000 International Symposium for Music Information Retrieval, Plymouth, MA: ISMIR. [PDF]

  • Kim, Y. E. (1999). Structured Encoding of the Singing Voice Using Prior Knowledge of the Musical Score. Proceedings of the 1999 IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics New Paltz, NY: IEEE. [PDF]

  • Scheirer, E. D. and Y. E. Kim (1999). Generalized Audio Coding with MPEG-4 Structured Audio. Proceedings of the AES 17th International Conference, Florence, IT: Audio Engineering Society. [PDF]

  • Martin, K. and Y. E. Kim (1998). Musical Instrument Identification: A Pattern-Recognition Approach. Proceedings of the 136th Meeting of the Acoustical Society of America, Norfolk, VA: ASA. [PDF]

Extended Conference Abstracts:


  • McPherson, A. P. and Kim, Y. E. (2010). Toward a computationally-enhanced acoustic grand piano. In Extended Abstracts of the 28th ACM Conference on Human Factors in Computing Systems, Atlanta, GA.

  • Schmidt, E. M. and Kim, Y. E. (2009). Projection of acoustic features to continuous valence-arousal mood labels via regression. Accepted to the 2009 International Society for Music Information Retrieval Conference, Kobe, Japan: ISMIR. [PDF]

Theses:


  • Dolhansky, B. (2012). Musical Ensemble Classification Using Universal Background Model Adaptation and the Million Song Dataset. Unpublished Masters Thesis, Department of Electrical and Computer Engineering, Drexel University, Philadelphia, PA. [PDF]

  • Migneco, R. V. (2012). Analysis and Synthesis of Expressive Guitar Performance. Unpublished Ph.D. Thesis, Department of Electrical and Computer Engineering, Drexel University, Philadelphia, PA. [PDF]

  • Doll, T. M. (2011). Employing Sparsity in the Joint Estimation of Sound Source and Acoustic Channel Parameters for Natural Sounds. Unpublished Ph.D. Thesis, Department of Electrical and Computer Engineering, Drexel University, Philadelphia, PA. [PDF]

  • Williamson, D. S. (2007). Automatic Music Similarity Assessment and Recommendation. Unpublished Masters' Thesis, Department of Electrical and Computer Engineering, Drexel University, Philadelphia, PA. [PDF]

  • Kim, Y. E. (2003). Singing Voice Analysis/Synthesis. Unpublished Ph.D. Thesis, Department of Media Arts and Sciences, Massachusetts Institute of Technology, Cambridge, MA. [PDF]

  • Kim, Y. E. (1996). An Analysis of Brahms' Op. 33: Die schöne Magelone, A Multimedia Song Cycle. Unpublished Masters' Thesis, Department of Music, Stanford University, Stanford, CA.