Innovate

Research

I do reaserch in:

  • Music Information Retrieval
  • Networked Music Performance
  • Musical Intrument Timbre Aanalysis
  • Machine Learning and Deep Learning for Music and Dance Movement Analysis
  • Interaction Design for Artistic Performances and Art Installation

Journal papers

  • Luca Comanducci, Davide Gioiosa, Massimiliano Zanoni, Fabio Antonacci and Augusto Sarti Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity. EURASIP Journal on Audio, Speech, and Music Processing, 2023.
  • Alessandro Ilic Mezza, Massimiliano Zanoni, Augusto Sarti A latent rhythm complexity model for attribute-controlled drum pattern generation. EURASIP Journal on Audio, Speech, and Music Processing, Volume 2023, Issue 1, 2023.
  • Katerina El Raheb, Michele Buccoli, Massimiliano Zanoni, Akrivi Katifori, Aristotelis Kasomoulis, Augusto Sarti, Yannis Ioannidis Towards a general framework for the annotation of dance motion sequences a framework and toolkit for collecting movement descriptions as ground-truth datasets. Springer Multimedia Tools and Applications, 2022.
  • Marco Olivieri, Raffaele Malvermi, Mirco Pezzoli, Massimiliano Zanoni, Sebastian Gonzalez, Fabio Antonacci, Augusto Sarti, Audio Information Retrieval and Musical Acoustics. IEEE Instrumentation & Measurement Magazine vol. 24, no.7, pp.10-20, 2021.
  • Stefano Delle Monache, Luca Comanducci, Michele Buccoli, Massimiliano Zanoni, Augusto Sarti, Enrico Pietrocola, Filippo Berbenni, Giovanni Cospito, A Presence- and Performance-Driven Framework to Investigate Interactive Networked Music Learning Scenarios. Hindawi Wireless Communications and Mobile Computing vol. 2019, Article ID 4593853, 20 pages, 2019.
  • Rosemary E. Cisneros, Karen Wood , Sarah Whatley, Michele Buccoli, Massimiliano Zanoni, Augusto Sarti, Virtual Reality and Choreographic Practice: The Potential for New Creative Methods. Body, Space & Technology, 18(1), pp. 1–32, 2019. DOI: https://doi.org/10.16995/bst.305
  • Bruno Di Giorgi, Simon Dixon, Massimiliano Zanoni, Augusto Sarti, A data-driven model of tonal chord sequence complexity, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, no. 11, pp. 2237-2250, Nov. 2017.
  • Bruno Di Giorgi, Massimiliano Zanoni, Sebastian Böck, Augusto Sarti, Multipath Beat Tracking, in Special Issue on Intelligent Audio Processing, Semantics, and Interaction, Journal of the Audio Engineering Society, vol.64, no.7/8, pp.493-502, 2016
  • Cristina Rottondi, Michele Buccoli, Massimiliano Zanoni, Dario Garao, Giacomo Verticale, Augusto Sarti, Feature-Based Analysis of the Effects of Packet Delay on Networked Musical Interactions, Journal of the Audio Engineering Society, vol.63, no.11, pp.864-875, Dec. 2015
  • Francesco Setragno, Massimiliano Zanoni, Augusto Sarti, Marco Malagodi, Tommaso Rovetta, Claudia Invernizzi, Feature-Based Analysis of the Impact of Ground Coat and Varnish on Violin Tone Qualities, Acta Acustica united with Acustica, vol.103, No. 1, pp. 1 – 180, January/February 2017, E 21 466, ISSN 1610-1928

Conference papers

  • Massimiliano Zanoni, Michele Buccoli, Guglielmo Cassinelli, Giorgio Rinolfi, Deep Music on air, ARTECH 2019: Proceedings of the 9th International Conference on Digital and Interactive ArtsOctober 2019, Article No.: 90, pp 1–4
  • Stefano Cherubin, Clara Borrelli, Massimiliano Zanoni, Michele Buccoli, Augusto Sarti, Stefano Tubaro, Three-dimensional mapping of high-level music features for music browsing, International Workshop on Multilayer Music Representation and Processing (MMRP19), Milano, Italy, 24-25 January 2019
  • Massimiliano Zanoni, Jean Paul Carradori, Qing Li, It's time to give back, Electronic Imaging & Visual Arts (EVA2019), Florence, Italy, 8-9 May 2019
  • Clara Borrelli, Massimiliano zanoni, Michele Buccoli, Augusto Sarti Automatic playlist generation using convolutional neural networks and recurrent neural networks, European Signal Processing Conference (EUSIPCO2019), Coruna, Spain, 2-6 September 2019

  • Luca Comanducci, Michele Buccoli, Massimiliano Zanoni, Augusto Sarti, Stefano Delle Delle Monache, Giovanni Cospito, Enrico Pietrocola, Filippo Berbenni, Investigating Networked Music Performances in Pedagogical Scenarios for the InterMUSIC Project, Proceedings of the 23rd Conference of Open Innovations Association FRUCT, Bologna, IT, 2018
  • Davide Fiocchi, Michele Buccoli, Massimiliano Zanoni, Fabio Antonacci and Augusto Sarti, Beat Tracking Using Recurrent Neural Network: a Transfer Learning Approach, IEEE 26th European Signal Processing Conference (EUSIPCO2018), Roma, IT, 2018

  • Michele Buccoli, Bruno di Giorgi, Massimilian Zanoni, Fabio Antonacci, Augusto Sarti, Using multi-dimensional correlation for matching and alignment of MoCap and Video signals, IEEE 19th International Workshop on Multimedia Signal Processing (MMSP2017), Luton, UK, 2017
  • Massimiliano Zanoni, Fabio Antonacci, Augusto Sarti, Towards Prediction of Violin Timbre from vibrational measurements , International Symposium on Musical Acoustics (ISMA), Montréal, Canada, 2017
  • Francesco Setragno, Massimiliano Zanoni, Fabio Antonacci, Augusto Sarti, Feature-based timbral characterization of historical and modern violins , International Symposium on Musical Acoustics (ISMA), Montréal, Canada, 2017
  • Massimiliano Zanoni, Stefano Lusardi, Paolo Bestagini, Antonio Canclini, Augusto Sarti, and Stefano Tubaro, Robust music identification approach based on local spectrogram image descriptors , Proceedings of 142th AES Convention, Berlin, Germany, 2017

  • Michele Buccoli, Davide Andreoletti, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, Unsupervised feature learning for Music Structural Analysis , Proceedings of 24th European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 2016
  • Michele Buccoli, Massimiliano Zanoni, György Fazekas, Augusto Sarti, Mark Sandler and Stefano Tubaro, A higher-dimensional expansion of affective norms for English terms for music tagging, Proceedings of 17th International Society for Music Information Retrieval Conference (ISMIR), New York City, USA, 2016

  • Michele Buccoli, Alessandro Gallo, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, A Dimensional Contextual Semantic Model For Music Description And Retrieval, DMRN+10: Digital Music Research Network One-day Workshop 2015, London, UK, 2015
  • Roberto Corradi, Alessandro Liberatore, Stefano Miccoli, Fabio Antonacci, Antonio Canclini, Augusto Sarti, Massimiliano Zanoni, A multidisciplinary approach to the characterization of bowed strung instruments: the musical acoustics lab in Cremona, The 22nd International Congress on Sound and Vibration (ICSV22), Florence, Italy, 2015
  • Michele Buccoli, Alessandro Gallo, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, A dimensional contextual semantic model for music description and retrieval, 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2015), Brisbane, Queensland, Australia, 2015
  • Massimiliano Zanoni, Francesco Setragno, Fabio Antonacci, Augusto Sarti, Gyorgy Fazekas, Mark Sandler, Training-based Semantic Descriptors modeling for violin quality sound characterization, Audio Engineering Society Convention (AES), Warsaw, Poland, 2015
  • Michele Buccoli, Massimiliano Zanoni, Francesco Setragno, Augusto Sarti, Stefano Tubaro, An Unsupervised approach to the semantic description of the sound quality of violins, European Signal Processing Conference (EUSIPCO 2015), Nice, France, 2015

  • Michele Buccoli, Paolo Bestagini, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, Unsupervised feature learning for bootleg detection using deep learning architectures, IEEE International Workshop on Information Forensics and Security (WIFS), Atlanta, USA, 2014
  • Massimiliano Zanoni, Francesco Setragno, Augusto Sarti, The Violin Ontology, in Proceedings of the 9th Conference on Interdisciplinary Musicology – CIM14 – December 04 – 06, 2014, Berlin, Germany
  • Bruno Di Giorgi, Massimiliano Zanoni, Augusto Sarti, MIREX 2014 Entry: Multipath Beat Tracking – October 27 – 31, 2014, Taipei, Taiwan
  • Bruno Di Giorgi, Massimiliano Zanoni, Augusto Sarti, MIREX 2014 Entry: Tempo Estimation based on Multipath Tempo tracking – October 27 – 31, 2014, Taipei, Taiwan

  • Chris Cannam, Matthias Mauch, Matthew EP Davies, Simon Dixon, Christian Landone, Katy Noland, Mark Levy, Massimiliano Zanoni, Dan Stowell, Luıs A Figueira, MIREX 2013 Entry: Vamp Plugins from Center for Digital Music – November 4 – 8, 2013, Curitiba, Brazil
  • Michele Buccoli, Massimiliano Zanoni, Augusto Sarti, A Music Search Engine based of semantic text-query query, in Proceedings of the 15th international workshop on multimedia signal processing – MMSP 2013 – September 30 – October 02, 2013, Pula (Sardinia), Italy
  • Paolo Bestagini, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, Feature-based Classification for Audio Bootlegs Detection, in Proceedings of the IEEE International Workshop on Information Forensics and Security – WIFS13 – November 18-21, 2013, Guangzhou, China
  • Bruno di Giorgi, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, Automatic chord recognition based on the probabilistic modeling of diatonic modal harmony, in Proceedings of the 8th international workshop on multidimensional (nD) systems – nDS13 – November 9 – September 11, 2013, Erlangen, German

  • Mathieu Barthet, George Fazekas, Massimiliano Zanoni, Panos Kudumakis and Mark Sandler, Making musical mood metadata, DMRN+7: Digital Music Research Network One-day Workshop 2012 London, UK, 2012
  • Massimiliano Zanoni, Daniele Ciminieri, Augusto Sarti, Stefano Tubaro, Searching for dominant High-level Features for Music Information Retrieval, in Proceedings of European Signal Processing Conf. (EUSIPCO-2012), Bucharest, Romania, August 2012

  • Luca Chiarandini, Massimiliano Zanoni, Augusto Sarti, A System for Dynamic Playlist Generation Driven by Multimodal Control Signals and Descriptors, 13th international workshop on multimedia signal processing - MMSP 2011, October 17-19 2011, Hangzhou, China

  • Andrio Spich, Massimiliano Zanoni, Augusto Sarti, Stefano Tubaro, Drum Music Transcription Using Prior Subspace Analysis and Pattern Recognition, 13th International Conference on Digital Audio Effects (DAFx-10), September 6-10 2010, Graz, Austria

  • R. Campanini, E. Angelini, E. Iampieri, N. Lanconelli, M. Masotti, M. Roffilli, O. Schiaratura, M. Zanoni, A fast algorithm for intra-breast segmentation of digital mammograms for CAD systems, 7h International Workshop on Digital Mammography, June 18-21 2004, Durham, North Carolina, USA

Book Chapters

  • Marco Brambilla, Massimiliano Zanoni, Clustering and labeling of multi-dimensional mixed structured data, Chapter in Search Computing Book, Springer Berlin Heidelberg, pp.111-126, 2012
  • The sound of the Stradivari "Cremonese" 1715, Chapter in Il Cremonese 1715-2015 – 300° anniversario, 2015