Biblio

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In Press
Purwins, H., Nagi A., Barak B., Höckele U., Kyek A., Lenz B., et al. (In Press).  Regression Methods for Prediction of PECVD Silicon Nitride Layer Thickness. 7th Annual IEEE Conference on Automation Science and Engineering (CASE). 387-392. Abstract
application/pdf iconPurwins_etal_CASE2011_Regression_Si3N4.pdf
application/pdf iconpurwins_etal_case2011_regression_Si3N4_slides.pdf
Scholler, S., & Purwins H. (In Press).  Sparse Approximations for Drum Sound Classification. IEEE Journal of Selected Topics in Signal Processing. 5(5), 933 - 940. Abstract
video/quicktime iconatomic_function_learning.mov
application/pdf iconScholler_Purwins_IEEE_JSTSP_2011_SparseDrumClass.pdf
application/zip iconsparse_classification_code.zip
2010
Kersten, S., & Purwins H. (2010).  Sound Texture Synthesis with Hidden Markov Tree Models in the Wavelet Domain. Sound and Music Computing Conference. Abstract
application/pdf iconkersten_sound_texture_synthesis_smc2010.pdf
Papiotis, P., & Purwins H. (2010).   A Lyrics-Matching QBH System for Interactive Environments. Sound and Music Computing Conference. Abstract
application/pdf iconPapiotis_Purwins_QBH_SMC2010.pdf
Papiotis, P., & Purwins H. (2010).  Real-time Accompaniment using lyrics-matching QBH. 7th International Symposium on Computer Music Modeling and Retrieval (CMMR). 279-280. Abstract
application/pdf iconPapiotis_CMMR2010_QBHDemo.pdf
Hayderer, G., Radl M., Scheibelhofer P., Stadlober E., Purwins H., Purwins T., et al. (2010).  Scheduling of Foreline Maintenance on a CVD Tool Based on FDC Parameter. European Advanced Equipment Control/ Advanced Process Control AEC/APC. Abstract
application/pdf iconHayderer_AEC_CVD_2010_Poster.pdf
Scholler, S., & Purwins H. (2010).  Sparse Coding for Drum Sound Classification and its Use as a Similarity Measure. 3rd International Workshop on Machine Learning and Music (MML’10) at ACM Multimedia 2010 . Abstract
application/pdf iconacm_ml_sparse.pdf
Marchini, M., & Purwins H. (2010).  Unsupervised Generation of Percussion Sound Sequences from a Sound Example. Sound and Music Computing Conference. Abstract
application/pdf iconMarchiniPurwinsContinuationSMC2010Final.pdf
Marxer, R., & Purwins H. (2010).  Unsupervised Incremental Learning and Prediction of Audio Signals. International Symposium on Music Acoustics. Abstract
application/pdf iconMarxerPurwinsUnsupervisedIncrementalPredictionAudioISMA2010.pdf
Marchini, M., & Purwins H. (2010).  An Unsupervised System for the Synthesis of Variations from Audio Percussion Patterns. 7th International Symposium on Computer Music Modeling and Retrieval (CMMR). 277-278. Abstract
application/pdf iconMarchiniPurwinsCMMR2010Demo.pdf
Purwins, H. (2010).  We Perceive Music before we Understand Speech. Physics of Life Reviews. 7(1), 46. Abstract
application/pdf iconPurwins_Perlovsky_review_PRL_EmotionMusicSpeech.pdf
2009
Purwins, H., Holonowicz P., & Herrera P. (2009).  Polynomial Extrapolation for Prediction of Surprise Based on Loudness - A Preliminary Study . Sound and Music Computing Conference. Abstract
Holonowicz, P., Herrera P., & Purwins H. (2009).  The Role of Loudness in Detection of Surprising Events in Music Recordings. 7th Triennial Conference of European Society for the Cognitive Sciences of Music (ESCOM), 2009. Abstract
Adiloglu, K., Annies R., Purwins H., & Obermayer K. (2009).  Visualisation and Measurement Assisted Design . Abstract
application/pdf iconAdiloglu_et_al_CLOSED_Deliverable5.2.pdf
Coath, M., Denham S. L., Smith L. M., Honing H., Hazan A., Holonowicz P., et al. (2009).  Model cortical responses for the detection of perceptual onsets and beat tracking in singing. Connection Science. 21(2-3), 193-205. Abstract
application/pdf iconCoathEtAl08ConnSciPreprint.pdf
Purwins, H., & Hardoon D. (2009).  Trends and Perspectives in Music Cognition Research and Technology. Connection Science. 21(2-3), 85-88. Abstract
Hazan, A., Marxer R., Brossier P., Purwins H., Herrera P., & Serra X. (2009).  What/when causal expectation modelling applied to audio signals. Connection Science. 21(2-3), 119 – 143. Abstract
Anniés, R., Adiloglu K., & Purwins H. (2009).  Playing with {SID}. Sound and Music Computing Conference, Inspirational Session "Sonic Interaction Design: interactive sound and everyday life" . Abstract
application/pdf iconAnniesAdilogluPurwins_SID_SoundPlay.pdf
2008
Hazan, A., Holonowicz P., Salselas I., Herrera P., Purwins H., Knast A., et al. (2008).  Modeling the Acquisition of Statistical Regularities in Tone Sequences. 30th Annual Meeting of the Cognitive Science Society. Abstract
Purwins, H., Herrera P., Grachten M., Hazan A., Marxer R., & Serra X. (2008).  Computational Models of Music Perception and Cognition I: The Perceptual and Cognitive Processing Chain. Physics of Life Reviews. 5(3), 151-168. Abstract
Purwins, H., Grachten M., Herrera P., Hazan A., Marxer R., & Serra X. (2008).  Computational Models of Music Perception and Cognition II: Domain-Specific Music Processing. Physics of Life Reviews. 5(3), 169-182. Abstract
Salselas, I., Hazan A., Herrera P., & Purwins H. (2008).  The Development of Melodic Representations at Early Age: Towards a Computational Model.. Music, Language and the Mind 2008. Abstract
Marxer, R., Holonowicz P., Hazan A., & Purwins H. (2008).  Dynamical Hierarchical Self-Organization Of Harmonic And Motivic Musical Categories. The Journal of the Acoustical Society of America, vol. 123, issue 5, p. 3800. Abstract
Marxer, R., & Purwins H. (2008).  An F-Measure for Evaluation of Unsupervised Clustering with Non-Determined Number of Clusters. Abstract
Hazan, A., Holonowicz P., Salselas I., Herrera P., Purwins H., Knast A., et al. (2008).  Poster - Modeling the Acquisition of Statistical Regularities in Tone Sequences. CogSci 2008.
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