.. link: .. description: .. tags: .. date: 2013/05/29 11:47:55 .. title: Research .. slug: index +---------------+------------------+----------------+---------------------+-----------------------+ | Publications_ | +===============+==================+================+=====================+=======================+ | Books_ | Chapters_ | Patents_ | `Journal Articles`_ | `Conference Papers`_ | +---------------+------------------+----------------+---------------------+-----------------------+ See `Copyright`_ +---------------+------------------+-----------------+---------------------+-------------+------------+ | People_ | +===============+==================+=================+=====================+=============+============+ | PostDocs_ | `Current PhD`_ | `Current MSc`_ | `Past PhD`_ | `Past Msc`_ | Visitors_ | +---------------+------------------+-----------------+---------------------+-------------+------------+ The list of people is most likely not complete. I apologize if I forget someone - it is not intentional. +---------------+------------------+----------------+---------------------+-----------------------+ | Other_ | +===============+==================+================+=====================+=======================+ | Projects_ | Videos_ | Press_ | Slides_ | Software_ | +---------------+------------------+----------------+---------------------------------------------+ ============ Publications ============ A list of publications with citation information can be found at the [`Google Scholar profile `__] of Dr. Tzanetakis. ----- Books ----- #. Music Data Mining [`url `__] T. Li, M. Ogihara, G. Tzanetakis (editors), CRC Press, ISBN 978-1-4398-3552- 4, 2011 -------- Chapters -------- #. Music Mining [`url `__] G.Tzanetakis in Library in Signal Processing, S. Theodoridis, R. Chellapa (editors), Academic Press, 978-0-12-396502-8, 2013, #. Audio Feature Extraction [`url `__] G. Tzanetakis in Music Data Mining. T. Li, M. Ogihara and G. Tzanetakis (editors), CRC Press, ISBN 978-1-4398-3552-4, 2011, #. Modeling Grouping Cues for Auditory Scene Analysis using Spectral Clustering L.G. Martins, M. Lagrange, G. Tzanetakis in Machine Audition: Principles, Algorithms and Systems. Wen Wu (editor), ISBN10: 1615209190, IGI Global, 2010 #. Music Information Retrieval in Polyphonic Music K. Lemstrom, G. Tzanetakis. Encyclopedia of Library and Information Sciences. M. Bates; M.N. Maack, M. Drake (eds), Taylor and Francis, 2008 #. Marsyas-0.2: a case study in implementing music information retrieval systems G. Tzanetakis Intelligent Music Information Systems: Tools and Methodologies, (eds) Shen, Shepherd, Cui, Liu, Information Science Reference, ISBN 978-1-59904-663-1, pp. 31-49, 2007 #. Where is the music in music information retrieval ? G. Tzanetakis in MMIR Multimedia Information Retrieval: Metologie ed Esperienze Internazionali di Content-based Retreival per L’ informazione e la Documentazione. Editors: R. Raieli, et P. Innocenti. AIDA, Roma, ISBN 88-901144-9-5, 2004 ------- Patents ------- #. Intelligent interest point pruning for audio matching Matthew Sharifi, Gheorge Postelnicu, George Tzanetakis, Dominik Roblek US Patent Number: 8831763, Sept 9, 2014 #. Noise based interest point density pruning George Tzanetakis, Roblek, Dominik, Matthew Sharifi, US Patent Number: `8805560`_, Aug 12, 2014 #. Transformation invariant media matching Matthew Sharifi,Sergey Ioffe, Jay Yagnik,Gherghe Postelnicu, Dominik Roblek, US Patent Number: `8738633`_, May 27, 2014 #. Method and System for Analyzing Digital Audio Files Rehan M. Khan, G. Tzanetakis, US Patent Number: `7277766`_, Oct. 2, 2007 ---------------- Journal Articles ---------------- #. Streamlined Tempo Estimation based on Autocorrelation and Cross-correlation with Pulses [`pdf <../taslp2014-tempo-gtzan.pdf>`__], G. Percival, G. Tzanetakis, IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 22(12), pp. 1765-1776, 2014 #. The E-Drum: A case study for machine learning in new musical controllers [`pdf <../cim2011-libre.pdf>`__], A. Tindale and G. Tzanetakis, Journal of Interdisciplinary Music Studies (JIMS), 6(2), pg. 115-136, 2012. #. Sonophenology: A Multimodal Tangible Interface for the Sonification of Phenological Data at Multiple Time-Scales, [`pdf <../ness2012sonophenology.pdf>`__] S. Ness, P. Reimer, J. Love, W.A Schloss, G. Tzanetakis, Journal of Multimodal User Interfaces, 5(3), pg. 123-129, Spring Verlag, 2012. #. Training Surrogate Sensors in Musical Gesture Acquisition Systems, [`pdf <../tmm2011gtzan.pdf>`__] A. Tindale, A. Kapur, G.Tzanetakis, IEEE Transactions on Multimedia (TMM), 13(1), pg. 50-59, 2011 #. Beyond Timbral Statistics: Improving Music Classification using Percussive Patterns and Bass Lines, [`pdf <../taslp2011gtzan.pdf>`__] E. Tsunoo, G. Tzanetakis, N. Ono, S. Sagayama, IEEE Transactions on Audio, Speech and Language Processing (TASLP), 19(4), 1003-1014, 2011 #. Correlation-Based Amplitude Estimation of Coincident Partials in Monaural Musical Signals, [`pdf <../eurasip2010gtzan.pdf>`__] J. Barbedo, G. Tzanetakis, EURASIP Journal on Audio, Speech and Music Processing (ASMP), Volume 2010(2010), Article ID 523791, 15 pages, doi: 10.1155/2010/523791, 2010 #. Stereo Panning Information for Music Information Retrieval Tasks, [`pdf <../stereo_panning_aes.pdf>`__] G. Tzanetakis, J.G. Martins, K. McNally, R. Jones, Journal of the Audio Engineering Society (JAES), 58(5) pg. 409-417, 2010 #. Musical Instrument Classification using Individual Partials, [`pdf <../taslp2010gtzan.pdf>`__] J. Barbedo, G. Tzanetakis, IEEE Trans- actions on Audio, Speech and Langunage Processing (TASLP), 19(1), 111-122, 2010 #. Computer-assisted cantillation and chant research using content-aware web visualization tools, [`pdf <../mta2010gtzan.pdf>`__] S. Ness, G. Tzanetakis, D.P. Biro, Multimedia Tools and Applications, Spring Verlag, 48(1), pg. 207- 224, 2010 #. Audio-based classification of music signals G. Tzanetakis, E. Tsunoo, (in Japanese) Information Processing Society of Japan (IPSJ) Magazine, 50(8), 2009 #. Transforming Perceived Vocal Effort and Breathiness Using Adaptive Pre-emphasis Linear Prediction [`pdf <../taslp2008gtzan.pdf>`__] K. Nordstrom, G.Tzanetakis, P.Driessen. IEEE Transactions on Audio, Speech and Language Processing (TASLP), , 16(6), pg. 1087-1096, August 2008. #. Normalized Cuts for Predominant Melodic Source Separation, [`pdf <../tsalp2008gtzan.pdf>`__] M. Lagrange, L.G. Martins, J. Murdoch, G. Tzanetakis. IEEE Transactions on Audio, Speech and Language Processing (TASLP) , 16(2), pg. 278-290, February 2008. #. Computational Ethnomusicology, [`pdf <../comp_ethno_jims2007.pdf>`__] G. Tzanetakis, A. Kapur, W.A. Schloss, M. Wright. Journal of Interdisciplinary Music Studies, 1(2), Fall 2007. #. A Comparative Evaluation of Search Technologies for Query-by-Humming Using the MUSART Testbed, [`pdf <../jaist2007gtzan.pdf>`__] R. Dannenberg, W. Birmingham, B. Pardo, N. Hu, C. Meek, and G. Tzanetakis. Journal of the American Society for Information Science and Technology , 58(3), February 2007. #. An Experimental Comparison of Audio Tempo Induction Algorithms. [`pdf <../taslp2006gtzan.pdf>`__] F. Gouyon, A. Klapuri, S. Dixon, M. Alonso, G. Tzanetakis, C. Uhle, and P. Cano. IEEE Transactions on Audio, Speech and Language Processing, Vol. 14(5), pp. 1832-1844, 2006. #. Visualization in Audio-Based Music Information Retrieval. [`pdf <../cmj2006gtzan.pdf>`__] M. Cooper, J. Foote, E. Pampalk, G. Tzanetakis. Computer Music Journal, 30(2), 2006. #. A scalable peer-to-peer system for music content and information retrieval. [`pdf <../cmj2004gtzan.pdf>`__] G. Tzanetakis, J. Gao, P. Steenkiste. Computer Music Journal, 28(2), pg. 24-33, 2004. #. The MUSART testbed for query-by-humming evaluation. [`pdf <../cmj2004b_gtzan.pdf>`__] R. Dannenberg, W. Birmingham, B. Pardo, N. Hu, C. Meek, and G. Tzanetakis. Computer Music Journal, 28(2), pg. 34-48, 2004. #. Music Analysis and Retrieval Systems for Audio Signals. [`pdf <../jasist2004gtzan.pdf>`__] G. Tzanetakis, P. Cook. Journal of the American Society for Information Science and Technology. 55(12), pg. 1077-1083, 2004. #. Pitch Histograms in Audio and Symbolic Music Information Retrieval. [`pdf <../jnmr2003gtzan.pdf>`__] G. Tzanetakis, A. Ermolinskyi, P. Cook. Jounral of New Music Research, 32(2), pg. 143-152, 2003. #. Musical Genre Classification of Audio Signals. [`pdf <../tsap02gtzan.pdf>`__] G. Tzanetakis, P. Cook. IEEE Transactions on Speech and Audio Processing, 10(5), pg. 293-302, July 2002. (Winner of the 2004 IEEE Signal Processing Society Young Author Best Paper Award) #. MARSYAS: A Framework for Audio Analysis. [`pdf <../marsyas2000.pdf>`__] G. Tzanetakis, P. Cook. Organized Sound 4(3), pg. 169-175, 2000. #. Early Experiences and Challenges in Building and using a Scalable Display Wall System [`pdf <../2000_cga_sdw.pdf>`__] K. Li et al., IEEE Computer Graphics and Applications, Special Issue: ”Off the Desktop: Large-Format Displays”, 20(4), 2000 ================= Conference papers ================= #. Declarative Composition and Reactive Control in Marsyas, [`pdf <../icmc2014gtzan.pdf>`__], J. Leben, G. Tzanetakis, Proc. Int. Computer Music Conf. (ICMC), 2014 #. Estimation of the direction of strokes and arpeggios, [`pdf <../ismir2014gtzan.pdf>`__], I. Barbancho, G. Tzanetakis, L. J. Tardon, P. F. Driessen and A. M. Barbanch, Proc. Int. Conf. of the Society for Music Information Retrieval (ISMIR), 2014 #. Physical Modelling and Supervised Training of a Virtual String Quartet, [`pdf <../acmmm2013_gperciva.pdf>`__], G. Percival, N. Bailey, G. Tzanetakis, Proc. ACM Multimedia, 2013 #. Empirical Analysis of Track Selection and Ordering in Electronic Dance Music using Audio Feature Extraction, [`pdf <../ismir2013gtzan.pdf>`__] T. Kell, G. Tzanetakis, Proc. Int. Conf. of the Society for Music Information Retrieval (ISMIR), 2013 #. The Orchive: Data Mining a Massive Bioacoustic Archive, [`pdf <../icml2013gtzan.pdf>`__] S. Ness, G. Tzanetakis, Proc. Int. Conf. on Machine Learning (ICML) Workshop on Machine Learning for Bioacoustics, 2013 #. The Wiikembe performer designed lamellophone hyperinstrument for idiomatic musical-DSP interaction, [`pdf <../pacrim2013gtzan.pdf>`__] S. Trail. G. Tzanetakis, Proc. IEEE Pacific Rim Conf (PACRIM), 2013 #. STARI: A self tuning auto-monochord robotic instrument, [`pdf <../pacrim2013gtzan_b.pdf>`__] S. Trail, G. Tzanetakis, L. Jenkins, M. Cheng, D. MacConnell, P. Driessen, Proc. IEEE Pacific Rim Conf (PACRIM), 2013 #. Factors in Factorization: Does better audio source separation imply better polyphonic music transcription ?, [`pdf <../mmsp2013factors.pdf>`__] T. F. Tavares, P. Driessen, G. Tzanetakis, IEEE Int. Conf. on Multimedia Signal Processing (MMSP), 2013 #. Sound Anchoring: Content-based Exploration of Music Collections with Anchored Self-Organized Maps, [`pdf <../smc2013gtzan.pdf>`__] L. Collares, T. F. Tavares, J. Feliciano, S. Gao, G. Tzanetakis, A. Gooch, Proc. Sound and Music Computing (SMC), 2013 #. Reconfigurable Autonomous Novel Guitar EffectSystem(RANGE), [`pdf <../nime2013range.pdf>`__] D.McConnel,S.Trail,P.Driessen, G. Tzanetakis, Proc. Sound and Music Computing (SMC), 2013 #. An Easily Removable, wireless Optical Sensing System (EROSS) for the Trumpet, [`pdf <../nime2013eross.pdf>`__] L. Jenkins, S. Trail, G. Tzanetakis, P. Driessen, and W. Page, Proc. New Interfaces for Musical Expression (NIME), 2013 #. Exploiting structural relationships in audio music signals using Markov Logic Networks, [`pdf <../icassp2013gtzan.pdf>`__] H. Papadopoulos, G. Tzanetakis, Proc. Int. Conf. on Audio, Speech and Signal Processing (ICASSP), 2013 #. An effective simple tempo estimatio method based on self-similarity and regularity, [`pdf <../icassp2013tempo_gtzan.pdf>`__] G. Tzanetakis, G. Percival, Proc.Int. Conf. on Audio, Speech and Signal Processing (ICASSP), 2013 #. Audio-visual vibraphone transcription in real time, [`pdf <../mmsp2012gtzan.pdf>`__] T. F. Tavares, G. Odowichuck, S. Zehtabi, G. Tzanetakis, Proc. IEEE Int. Conf. on Multimedia Signal Processing (MMSP), 2012 #. Modeling Chord and Key Structure with Markov Logic, [`pdf <../ismir2012mln.pdf>`__] H. Papadopoulos, G. Tzanetakis, Proc. Int. Conf. of the Society for Music Information Retrieval (ISMIR), 2012 #. Browsing Music and Sound using Gestures in a Self-Organized 3D Space, [`pdf <../icmc2012kinectSOM.pdf>`__] G. Odowichuck, G. Tzanetakis, Proc. Int. Computer Music Conf. (ICMC), 2012 #. Physical Modeling and Hybrid Synthesis for the Gyil African Xylophone, [`pdf <../smc2012model.pdf>`__] D.Godlovich,T.F.Tavares, S. Trail, G. Tzanetakis, Proc. Sound and Music Computing (SMC), 2012 #. Direct and surrogate sensing for the Gyil african xylophone, [`pdf <../nime2012surrogate.pdf>`__] S. Trail, T.F. Tavares, D. Godlovich, G. Tzanetakis, Proc. New Interfaces for Musical Expression (NIME), 2012 #. Non-invasive sensing and gesture control for pitched percussion hyper-instruments using the Kinect, [`pdf <../nime2012gesture.pdf>`__] S. Trail, M. Dean, G. Odowichuck, T. Tavares, P. Driessen, A. Schloss, G. Tzanetakis, Proc. New Interfaces for Musical Expression (NIME), 2012 #. On Computational Transcription and Analysis of Oral and Semi-Oral Chant Traditions, [`pdf <../aawm2012.pdf>`__] D. P. Biro, P. V. Kranenburg, S. Ness, G. Tzanetakis, A. Volk, Proc. Analytical Approaches to World Music (AAWM), 2012 #. Stability and Variation in Cadence Formulas in Oral and Semi-Oral Chant Traditions - a Computational Approach D. P. Biro, P. V. Kranenburg, S. Ness, G. Tzanetakis, A. Volk, Proc. Int. Conf. on Music Cognition and Perception (ICMPC), 2012 #. Cluster aware normalization for enhancing audio similiarity, M. Lagrange, L.G. Martins, G. Tzane- takis, IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2012 #. An empirical investigation of stacking for music tag annotation, [`pdf <../icmla2011gtzan.pdf>`__] A. Theocharis, M. Pierce, G. Tzanetakis, Int. Conf. on Machine Learning and Applications (ICMLA), 2011 #. Raydiance:A Tangible Interface for Teaching Computer Vision, [`pdf <../isvc2011reimer.pdf>`__] P. Reimer, A. B. Albu, G. Tzane- takis, Int. Symposium on Visual Computing (ISVC), 2011 #. A Computational Investigation of Melodic Contour Stability in Jewish Torah Trope Performance Traditions, [`pdf <../ismir2011chant_gtzan.pdf>`__] P. Van Kranenburg, D.P. Biro, S. Ness, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2011 #. Music Information Robotics: Coping Strategies for Musically Challenged Robots [`pdf <../ismir2011drumgtzan.pdf>`__] S. Ness, S. Trail, W. A. Schloss, P. Driessen, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2011 #. A New Method for Classification of Events in Noisy Hydrophone Data F. Sattar, P. Driessen, G. Tzanetakis, W.H. Page. Proc. IEEEE Pacific Rim Conf. (PACRIM), 2011 #. Automatic Event Detection for Long term monitoring of Hydrophone Data F. Sattar, P. Driessen, G. Tzanetakis, S. Ness. Proc. IEEE Pacific Rim Conf. (PACRIM), 2011 #. Strategies for Orca call retrieval to support collaborative annotation of a large archive, [`pdf <../mmsp2011gtzan.pdf>`__] S. Ness, A. Lerch, G. Tzanetakis. Proc. IEEE Int. Conf. on Multimedia Signal Processing (MMSP), 2011 #. Aesthetic Agents: Swarm-based Non-photorealistic Rendering using Multiple Images, [`pdf <../ca2011.pdf>`__] J. Love, P. Pasquier, B. Wyvill, G. Tzanetakis. Proc. Computational Aesthetics in Graphics, Visualization and Imaging, 2011 #. Aesthetic Agents: Experiments in Swarm Painting J. Love, P. Pasquier, B. Wyvill, S. Gibson, G. Tzanetakisr. Proc. Int. Symposium on Electronic Art (ISEA), 2011 #. The E-Drum: A Case Study for Machine Learning in New Musical Controllers A. Tindale, G. Tzanetakis. Proc. Conf. on Interdisciplinary Musicology (CIM), 2011 #. Physical Modeling meets Machine Learning: Teaching Bow Control to a Virtual Violinist, [`pdf <../percival-smc2011-final.pdf>`__] G. Percival, N. Bailey G. Tzanetakis. Proc. Sound and Music Computing Conf. (SMC), 2011 #. Adaptive N-Normalization for Enhancing Music Similarity M. Lagrange, [`pdf <../lagrangeIcassp11similarity.pdf>`__] G. Tzanetakis. Proc. Int. Conf. on Audio, Speech and Signal Processing (ICASSP), 2011 #. A New Image-Based Method for Event Detection and Extraction of Noisy Hydrophone Data F.Sattar, P.F. Driessen, G. Tzanetakis, Int. Conf. on Image Analysis and Recognition (ICIAR), 2011 #. Gesture Analysis of Radio Drum Data, [`pdf <../icmc2011gesturesgtzan.pdf>`__] S. Ness, S. Zehtabi, A. Schloss, G. Tzanetakis, Int. Computer Music Conference (ICMC), 2011 #. Spatialized Audio using the RadioDrum, G. Odowichuck, S. Ness, G. Tzanetakis, P. Driessen, Int. Computer Music Conference (ICMC), 2011 #. Geoshuffle: Location-aware, content-based music browsing using self-organizing tag clouds, [`pdf <../ismir2010gtzan.pdf>`__] S. Miller, P. Reimer, S. Ness, G. Tzanetakis. Proc. Int. Soc. Music Information Retrieval Conference (ISMIR), 2010 #. A Computational Approach to the Modeling and Employment of Cognitive Units of Folk Song Melodies using Audio Recordings P. van Kranenburgh, G. Tzanetakis, R.C Veltkamp, F. Wiering. Int. Conf. on Music Perception and Cognition (ICMPC), 2010 #. Sonophenology: A Tangible Interface for Sonification of Geo-spatial Phenological Data at Multiple Time-Scales,[`pdf <../icad2010gtzan.pdf>`__] S.Ness, P.Reimer, N. Krell, G. Odowichuk, W.A Schloss, G. Tzanetakis, Proc. Int. Conference on Auditory Display (ICAD), 2010 #. Instrument identification in polyphonic music signals based on individual partials, [`pdf <../icassp2010gtzan.pdf>`__] J. Barbedo, G. Tzanetakis, Proc. Int. Conf. on Acoustics, Audio and Signal Processing (ICASSP), 2010 #. Adapting Personal Music for Synesthetic Game Play, [`pdf <../fdg2010gtzan.pdf>`__] S. Rossoff, G. Tzanetakis, B. Gooch, Proc. Int. Conf. on the Foundations of Digital Games (FDG), 2010 #. Improving Automatic Music Tag Annotation Using Stacked Generalization Of Probabilistic SVM Outputs S.Ness, [`pdf <../acmmm2009gtzan.pdf>`__] A. Theocharis, L. G. Martins, G. Tzanetakis, Proc. ACM Multimedia, 2009 #. Music Analysis, Retrieval and Synthesis of Audio Signals - MARSYAS G. Tzanetakis, Open Source Competition, Proc. ACM Multimedia, 2009 #. SOMBA Multiuser Music Creation using Self-Organizing Maps and Motion Tracking, [`pdf <../icmc2009gtzan-somba.pdf>`__] S. Ness, G. Tzanetakis, Proc. Int. Computer Music Conference (ICMC), 2009 #. AudioScapes: exploring surface interfaces for music exploration, [`pdf <../icmc2009gtzan-freesound.pdf>`__] S. Ness, G. Tzanetakis, Proc. Int. Computer Music Conf. (ICMC), 2009 #. A Force-Sensitive Surface for Intimate Control, [`pdf <../nime2009gtzan.pdf>`__] R. Jones, P. Driessen, A.Schloss, G. Tzanetakis, Proc. New Interfaces for Musical Expression (NIME), 2009 #. Audio Genre Classification Using Percussive Pattern Clustering Combined with Timbral Features, [`pdf <../icme2009tsunoo.pdf>`__] E.Tsunoo, G.Tzanetakis, N.Ono, S.Sagayama. Proc. IEEE Int. Conf. on Multimedia and Expo (ICME), 2009 #. Assistive Music Browsing using Self-Organizing Maps [`pdf <../petrae2009.pdf>`__] G. Tzanetakis, M.S. Benning, S. Ness, D. Minifie, N. Livingstone Proc. Int. Conference on Pervasive Technologies Related to Assistive Environments (PETRAE), 2009 #. Content-aware web browsing and visualization tools for cantillation and chant research, [`pdf <../cbmi2009gtzan.pdf>`__] S. Ness, G. Tzanetakis, D. P. Biro. Proc. IEEE Workshop on Content-based Multimedia Indexing (CBMI), 2009 #. Analyzing Afro-Cuban Rhythm Using Rotation-Aware Clave Template Matching with Dynamic Programming, [`pdf <../ismir2008gtzan.pdf>`__] M. Wright, W.A. Schloss, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2008 #. Visualization Tools for Musical Timing Applied to Afro-Cuban Percussion, [`pdf <../icmc2008-visualization.pdf>`__] M.Wright,W.A.Schloss, G. Tzanetakis. Proc. Int. Computer Music Conference (ICMC), 2008 #. Generating Targeted Rhythmic Exercises for Music Students with Constraint Satisfaction Programming G. Percival, T. Anders, G. Tzanetakis. Proc. Int. Computer Music Conference (ICMC), 2008 #. Interoperability and the Marsyas-0.2 Runtime G. Tzanetakis R. Jones, C. Castillo, L. G. Martins, L. F. Teixeira, M. Lagrange. Proc. Int. Computer Music Conference (ICMC), 2008 #. MarsyasX: multimedia dataflow processing with implicit patching L. F. Teixeira, L. G. Martins, M. Lagrange, G. Tzanetakis. Proc. ACM Multimedia (ACMM), 2008 #. Chants and Orcas: Semi-automatic Tools for Audio Annotation and Analysis in Niche Domains, S. Ness, M. Wright, L.G. Martins, G. Tzanetakis. Workshop on Multiple Faces of Multimedia Semantics. Proc. ACM Multimedia (ACMM), 2008. #. A computationally efficient scheme for dominant harmonic source separation M.Lagrange,L.G.Martins, G. Tzanetakis. Proc. Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2008 #. A Comparison of Solenoid-Based Strategies for Robotic Drumming. A. Kapur, Trimpin, E. Singer, A. Suleman, G. Tzanetakis. Proc. Int. Computer Music Conference (ICMC), 2007. #. A Comparative Study on Wearable Sensors for Signal Processing on the North Indian Tabla. M. Benning, A. Kapur, B. Till, G. Tzanetakis, P. Driessen. Proc. IEEE Pacific Rim Conference, 2007. #. Effective Use of Multimedia for Computer-Assisted Musical Instrument Tutoring. G. Percival, Y. Wang, G. Tzanetakis. Proc. ACM Workshop on Educational Multimedia and Multimedia Education (part of ACM Multimedia), 2007 #. Multimodal Sensor Analysis of Sitar Performance: Where is the Beat? M. S. Benning, A. Kapur, B. Till, G. Tzanetakis. Proc. IEEE Workshop on Multimedia Signal Processing (MMSP), 2007 #. Adaptive Harmonization and Pitch Correction of Polyphonic Audio using Spectral Clustering M. Lagrange, G. Percival, G. Tzanetakis. Proc. Int. Conf. on Digital Audio Effects (DAFX), 2007 #. Stereo Panning Features for Classifying Recording Production Style. G. Tzanetakis, R. Jones, K. McNally, Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2007 #. Polyphonic Instrument Recognition using Spectral Clustering. L.G. Martins, J.J. Burred, G. Tzane- takis, M. Lagrange. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2007 #. Music Browsing using a TableTop Display S. Hitchner, J. Murdoch, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2007 #. Pedagogical Transcription for Multimodal Sitar Performance. A. Kapur, G. Percival, M. Lagrange, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2007 #. Strike-A-Tune: Fuzzy Music Navigation Using a Drum Interface. A. Tindale, D. Sprague, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2007 #. Semi-Automatic Mono to Stereo Up-mixing using Sound Source Formation. M. Lagrange, L.G Martins, G. Tzanetakis, Proc. of the Audio Engineering Society Convention (AES), 2007 #. Speaker Segmentation of Interviews using Integrated Video and Audio Change Detectors. M. Lagrange, L. G. Martins, L. F. Texeira, G. Tzanetakis, Proc. Int. Workshop on Content-based Multi- media Indexing (CBMI), 2007 #. ORCHIVE: Digitizing and Analyzing Orca Vocalizations. G. Tzanetakis, M. Lagrange, P. Spong, H. Symonds. Proc. RIAO Conf. Large-Scale Semantic Access to Content (Text, Image, Video, and Sound), 2007 #. Integrating HyperInstruments, Musical Robots and Machine Musicianship for North Indian Classical Music A. Kapur, E. Singer, M. Benning, G. Tzanetakis, Trimpin. Proc. New Interfaces for Musical Expression (NIME), 2007 #. Sound Source Tracking and Formation using Normalized Cuts M. Lagrange, G. Tzanetakis. Proc. Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2007 #. Learning Indirect Acquistion of Instrumental Gestures using Direct Sensors. G. Tzanetakis, A. Kapur, A. Tindale, Proc. IEEE Workshop on Multimedia Signal Processing (MMSP), 2006 #. Flexible Scheduling for DataFlow Audio Processing. N. Burroughs, A. Parkin, G. Tzanetakis, Proc. Int. Computer Music Conf. (ICMC), 2006 #. Towards the One-Man Indian Computer Music Performance System. A. Kapur, G. Tzanetakis, W.A. Schloss, P. Driessen, E. Singer. Proc. Int. Computer Music Conf. (ICMC), 2006 #. Interactive Content-Aware Music Browsing using the Radio Drum. J. Murdoch, G. Tzanetakis, Proc. IEEE Int. Conf. on Multimedia and Expo (ICME), 2006 #. Spatial Sound Rendering using Measured Room Impulse Responses Y. Li, S. Bellamy, P.Driessen, G.Tzanetakis. Proc. IEEE Int. Symposium on Signal Processing and Information Technology, 2006 #. LogoRhythms: Introductory Audio Programming for Computer Musicians in a Functional Language Paradigm A. Hechmer, A. Tindale, G. Tzanetakis. Proc. IEEE Frontiers in Education, 2006 #. Subband-based Drum Transcription for Audio Signals G. Tzanetakis, A. Kapur, R. McWalter, Proc. IEEE Workshop on Multimedia Signal Processing (MMSP), 2005. #. Audio-based Gender Identification using Bootstrapping. G. Tzanetakis, Proc. IEEE Pacific Rim Conference (PACRIM), 2005. #. A Comparison of Sensor Strategies for Capturing Percussive Gestures. A. Tindale, A. Kapur, G. Tzanetakis, P. Driessen, Proc. Int. Conf. on New Interfaces for Musical Expression (NIME), 2005 #. Implicit Patching for Dataflow-based Audio Analysis and Synthes S. Bray, G. Tzanetakis. Proc. Int. Computer Music Conf. (ICMC), 2005 #. New music interfaces for rhythm-based retrieval. A. Kapur, R. McWalter, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2005 #. Distributed audio feature extraction for music. S. Bray, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2005 #. Gesture-Based Affective Computing on Motion Capture Data. A. Kapur, A. Kapur, N. Virji-Babul, G. Tzanetakis, P. Driessen. Proc. Int. Conf. on Affective Computing and Intelligent Interaction (ACII), 2005. #. A framework for sonification of motion capture data. A. Kapur, G. Tzanetakis, N. Virji-Babul, G. Wang, P. Cook. Proc. Int. Conf. on Digital Audio Effects (DAFX), 2005. #. Indirect acquisition of percussion gestures using timbre recognition. A. Tindale, A. Kapur, W.A. Schloss, G. Tzanetakis. Proc. Int. Conf. on Interdisciplinary Musicology (CIM), 2005. #. Query-by-Beat-Boxing: Music Retrieval for the DJ. A. Kapur, M. Benning, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2004. #. Retrieval of percussion gestures using timbre classification. A. Tindale, A. Kapur, G. Tzanetakis, I. Fujinaga. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2004. #. Audio-Based Gesture Extraction on the ESITAR Controller. A. Kapur, G. Tzanetakis, P. Driessen. Proc. Int. Conf. on Digital Audio Effects (DAFX), 2004. #. Song-specific bootstrapping of singing voice structure. G. Tzanetakis. Proc. IEEE Int. Conf. on Multimedia and Expo (ICME), 2004. #. A comparison of human and automatic musical genre classification. S. Lippens et al. Proc. IEEE Int. Conf. on Audio, Speech and Signal Processing (ICASSP), 2004. #. Building audio classifiers for broadcast news retrieval G. Tzanetakis, M.Y.Chen. Proc. IEEE Work- shop on Image Analysis for Multimedia Interactive Services (WIAMIS), 2004. #. A scalable Peer-to-Peer System for Music Content and Informaiton Retrieaval. G. Tzanetakis, J. Gao, P. Steenkiste. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2003. #. Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video. A. Hauptman et al. Proc. TRECVID 2003. #. The Musart Testbed for Query-by-humming evaluation. W. Birmingham, R. Dannenberg, N. Hu, C. Meek, B. Pardo, G. Tzanetakis. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2003. #. Factors in Automatic Musical Genre Classification. T. Li, G. Tzanetakis. Proc. IEEE Workshop on Applications on Signal Processing to Audio and Acoustics (WASPAA), 2003. #. Polyphonic Audio Matching and Alignment for Music Retrieval. N. Hu, R. Dannenberg, G. Tzane- takis. Proc. IEEE Workshop on Applications on Signal Processing to Audio and Acoustics (WAS- PAA), 2003. #. Musescape: an Interactive Content-aware Music Browser. G. Tzanetakis. Proc. Int. Conf. on Digital Audio Effects (DAFX), 2003. #. Musescape: a Tool for Changing Music Collections into Libraries G. Tzanetakis. Proc. European Conf. on Digital Libraries (ECDL), 2003. #. Content-based Retrieval of Music in Scalable Peer-to-Peer Networks. J. Gao, G. Tzanetakis, P. Steekniste. Proc. IEEE Conf. on Multmedia and Expo (ICME), 2003. #. Toward an Intelligent Editor for Jazz Music. G. Tzanetakis, N. Hu, R. Dannenberg. Proc. IEEE Workshop on Image Analysis for Multimedia Interactive Systems (WIAMIS), 2003. #. Beyond the Query-by-Example Paradigm: New Query Interfaces for Music Information Retrieval. G. Tzanetakis, A. Ermolinskyi, P. Cook. Proc. Int. Computer Music Conference (ICMC), 2002. #. Human Perception and Computer Extraction of Beat Strength, , [`pdf <../dafx2002gtzan.pdf>`__] G. Tzanetakis, G. Essl, P. Cook. Proc. Int. Conf. on Digital Audio Effects (DAFX), 2002. #. Pitch Histograms in Audio and Symbolic Music Information Retrieval. G. Tzanetakis, A. Ermolin- skyi, P. Cook. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2002. #. Enhancing Sonic Browsing using Audio Information Retrieval. E. Brazil, G. Tzanetakis, P. Cook, M. Fernstrom. Proc. Int. Conf. on Auditory Discplay (ICAD), 2002. #. Automatic Musical Genre Classification of Audio Signals. G. Tzanetakis, G. Essl, P. Cook. Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2001. #. Audio Analysis using the Discrete Wavelete Transform. G. Tzanetakis, G. Essl, P. Cook. Proc. WSES Int. Conf. on Acoustics and Music: Theory and Applications (AMTA), 2001. #. MARSYAS3D: A Prototype Audio Browser-Editor using a Large Scale Immersive Visual and Audio Display. G. Tzanetakis, G. Essl, P. Cook. Proc. Int. Conf. Auditory Display (ICAD), 2001. #. 3D Graphics Tools for Isolated Sound Collections. G. Tzanetakis, P. Cook. Proc. Int. Conf. on Digital Audio Effects (DAFX), 2000. #. Audio Information Retrieval (AIR) Tools. G. Tzanetakis, P. Cook. Proc. Int. Symposium on Music Information Retrieval (ISMIR), 2000. #. Sound Analysis using MPEG compressed Audio. G. Tzanetakis, P. Cook. Proc. IEEE Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP), 2000. #. Experiments in Computer-assisted Annotation of Audio. G. Tzanetakis, P. Cook. Proc. Int. Conf. Auditory Display (ICAD), 2000. #. Multimedia Structuring using Trees. G. Tzanetakis, L. Julia. Proc. RIAO Content-based Multimedia Information Access, 2000. #. Multi-feature Segmentation for Audio Browsing and Annotation. G. Tzanetakis, P. Cook. Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 1999. #. A Framework for Audio Analysis based on Classification and Temporal Segmentation. G. Tzanetakis, P. Cook. Proc. Workshop on Music Technology and Audio, EUROMICRO, 1999. #. N >> 2 Multi-speaker Display Systems for Virtual Reality and Spatial Audio Projection P. Cook, G. Essl, G. Tzanetakis and D. Trueman. Proc. Int. Conf. Auditory Display (ICAD), 1998. #. Motion Estimation based on Affine Moment Invariants G. Tzanetakis, M. Traka, G. Tziritas. Proc. European Signal Processing Conference (EUSPICO), 1998. ====== People ====== -------- PostDocs -------- For past students I provided to the best of my knowledge their current position but this list is not updated regularly so these appointments might not be current. Also unless otherwise indicated these correspond to yearly appointments. #. Hannan Lohrasbipeydeh (2014-2015) #. Dan Godlovich (6 months, 2013) #. Graham Percival (6 months, 2013) #. Helene Papadopoulos 2011-2012 #. Farook Sattar 2010-2011 #. Alexander Lerch (6 months, 2010) #. Jayme Barbedo 2008-2009 #. Mathew Wright 2007-2008 #. Mathieu Lagrange 2006-2007 ------------ Current PhD ------------ #. David Johnson #. Jakob Leben #. Robert van Rooyen #. Shawn Trail -------- Past PhD -------- #. Steven Ness 2013 #. Adam Tindale 2009 #. Ajay Kapur 2007 ----------- Current MSc ----------- #. Feng Liu #. Kimberlee Graham-Knight #. Isabelle Dufour #. Richard White (not active) #. Anthony Theocharis (not active) -------- Past MSc -------- #. Leonardo Jenkins #. Sonmaz Zehtabi #. Justin Love #. Gabrielle Odowichuck #. Yan Li #. Bidong Chen #. Adam Parkin #. Steven Ness #. Graham Percival #. Randy Jones #. Neil Burroughs #. Aaron Hechmer -------- Visitors -------- #. Luis Gustavo Martins #. Luis Teixeira #. Emiru Tsunoo #. Peter van Kranenburg #. Norman Krell #. Tiago Tavares #. Fabrizio Pedersoli ======== Other ======== -------- Projects -------- ------ Videos ------ Here are links to various videos related to my research in no particular order. .. youtube:: ij-GxHUqcpY .. youtube:: NDLhrc_WR5Q .. youtube:: ss-8lkNCqKg .. youtube:: 4SoyRqfb6JQ .. youtube:: CtH28mC8SEg -------- Software -------- Marsyas Orchive ----- Press ----- ------ Slides ------ .. _`8805560`: https://www.google.com/patents/US8805560 .. _`8738633`: https://www.google.com/patents/US8738633 .. _`7277766`: https://www.google.com/patents/US7277766 ============= Copyright ============= Several of the papers listed are available electronically in postscript or pdf format. These papers are being made available here to facilitate the timely dissemination of scholarly work; however, most of them are copyrighted, and copyright and all related rights are retained by the respective copyright holders. 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