Grindlay, G., "The Impact of Haptic Guidance on Musical Motor Learning", Media Laboratory, Massachusetts Institute of Technology, 2007. [pdf]

Grindlay, G., "Modeling Expressive Musical Performance with Hidden Markov Models", Dept. of Computer Science, U.C. Santa Cruz, 2005. [pdf]


Grindlay, G. and Helmbold, D., "Modeling, Analyzing, and Synthesizing Expressive Piano Performance with Graphical Models", Machine Learning 65(2-3), pp. 361-387, 2006. [pdf]

Conference & Workshop

Grindlay, G. and Ellis, D.P.W, "A Probabilistic Subspace Model for Multi-instrument Polyphonic Transcription", International Society for Music Information Retrieval Conference, 2010. [pdf][poster]

Grindlay, G. and Ellis, D.P.W, "Multi-Voice Polyphonic Music Transcription Using Eigeninstruments", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009. [pdf][poster]

Grindlay, G., "Haptic Guidance Benefits Musical Motor Learning", Symposium on Haptic Interfaces, IEEE Virtual Reality, 2008. [pdf]

Grindlay, G. and Vasilescu, M. A. O., "A Multilinear (Tensor) Framework for HRTF Analysis and Synthesis", IEEE International Conference on Audio, Speech, and Signal Processing (ICASSP 2007), 2007. [pdf]

Grindlay, G., "Modeling Expressive Musical Performance with HMMs", Musical Information Processing Systems (MIPS 2004). Neural Information Processing Systems (NIPS 2004), Whistler, Canada, 2004. [pdf]

Grindlay, G., "Statistical Models of Expressive Musical Performance", Workshop on Algorithmic Musical Composition (WAMC 2004), Santa Cruz, CA, 2004.


Grindlay, G., "Entropically Constrained Parameter Estimation for Hidden Markov Models", Unpublished (class project), 2004 [paper(pdf)] [notes(pdf)]

Grindlay, G., "Blind Dereverberation of Audio Signals", Unpublished (class project), 2008 [webpage]