George Tzanetakis

Orcid: 0000-0002-6844-7912

Affiliations:
  • University of Victoria, Canada


According to our database1, George Tzanetakis authored at least 149 papers between 1999 and 2024.

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Bibliography

2024
Interactive Sonification for Health and Energy using ChucK and Unity.
CoRR, 2024

2023
Steelpan-specific pitch detection: a dataset and deep learning model.
Proceedings of the 23rd International Conference on New Interfaces for Musical Expression, 2023

2022
HEAR 2021: Holistic Evaluation of Audio Representations.
CoRR, 2022

2021
Using Circular Models to Improve Music Emotion Recognition.
IEEE Trans. Affect. Comput., 2021


Curriculum Learning for Imbalanced Classification in Large Vocabulary Automatic Chord Recognition.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

An Empirical Investigation of PU Learning for Predicting Length of Stay.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

One Billion Audio Sounds from GPU-Enabled Modular Synthesis.
Proceedings of the 24th International Conference on Digital Audio Effects, 2021

Cold-Start Hospital Length of Stay Prediction Using Positive-Unlabeled Learning.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Evaluating the effectiveness of mixed reality music instrument learning with the theremin.
Virtual Real., 2020

Cooperative abnormal sound event detection in end-edge-cloud orchestrated systems.
CCF Trans. Netw., 2020

Deep Autotuner: A Pitch Correcting Network for Singing Performances.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Music Transcription by Pre-Stacking A U-Net.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A comparison between audio and IMU data to detect chewing events based on an earable device.
Proceedings of the AH '20: 11th Augmented Human International Conference, 2020

2019
Polyhedral Compilation for Multi-dimensional Stream Processing.
ACM Trans. Archit. Code Optim., 2019

Deep Autotuner: A Data-Driven Approach to Natural-Sounding Pitch Correction for Singing Voice in Karaoke Performances.
CoRR, 2019

Detecting Hand Posture in Piano Playing Using Depth Data.
Comput. Music. J., 2019

Intonation: A Dataset of Quality Vocal Performances Refined by Spectral Clustering on Pitch Congruence.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Discrimination Between Ascending/Descending Pitch Arpeggios.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Personalizing self-organizing music spaces with anchors: design and evaluation.
Multim. Tools Appl., 2018

SPmat: A Framework and Data Representation for Binary Image Processing.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Decoding Music in the Human Brain Using EEG Data.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Learning-based Cooperative Sound Event Detection with Edge Computing.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Espresso: Efficient Forward Propagation for Binary Deep Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

Singing Style Investigation by Residual Siamese Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Models for Music Analysis From a Markov Logic Networks Perspective.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Multimedia Technologies for Enriched Music Performance, Production, and Consumption.
IEEE Multim., 2017

Espresso: Efficient Forward Propagation for BCNNs.
CoRR, 2017

Voice coil actuators for percussion robotics.
Proceedings of the 17th International Conference on New Interfaces for Musical Expression, 2017

Vrmin: using mixed reality to augment the theremin for musical tutoring.
Proceedings of the 17th International Conference on New Interfaces for Musical Expression, 2017

Histogram-Based Asymmetric Relabeling for Learning from Only Positive and Unlabeled Data.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Document segmentation and classification into musical scores and text.
Int. J. Document Anal. Recognit., 2016

Detecting Pianist Hand Posture Mistakes for Virtual Piano Tutoring.
Proceedings of the 2016 International Computer Music Conference, 2016

2015
Adaptive music technology using the Kinect.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

A comparison of conventional and meta-model based global optimization methods.
Proceedings of the IEEE Pacific Rim Conference on Communications, 2015

Guitar model recognition from single instrument audio recordings.
Proceedings of the IEEE Pacific Rim Conference on Communications, 2015

Pragmatic drum motion capture system.
Proceedings of the 15th International Conference on New Interfaces for Musical Expression, 2015

Snare drum motion capture dataset.
Proceedings of the 15th International Conference on New Interfaces for Musical Expression, 2015

Adaptive Music Technology: History and Future Perspectives.
Proceedings of the Looking Back, 2015

2014
Guest Editorial: Special Section on Music Data Mining.
IEEE Trans. Multim., 2014

Streamlined tempo estimation based on autocorrelation and cross-correlation with pulses.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

El-Lamellophone A Low-cost, DIY, Open Framework for Acoustic Lemellophone Based Hyperinstruments.
Proceedings of the 14th International Conference on New Interfaces for Musical Expression, 2014

Estimation of the Direction of Strokes and Arpeggios.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Computational ethnomusicology: a music information retrieval perspective.
Proceedings of the Music Technology meets Philosophy, 2014

Declarative Composition and Reactive Control in Marsyas.
Proceedings of the Music Technology meets Philosophy, 2014

Human and machine annotation in the Orchive, a large scale bioacoustic archive.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
The Orchive : Data mining a massive bioacoustic archive.
CoRR, 2013

An Easily Removable, wireless Optical Sensing System (EROSS) for the Trumpet.
Proceedings of the 13th International Conference on New Interfaces for Musical Expression, 2013

Factors in factorization: Does better audio source separation imply better polyphonic music transcription?
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Blending the physical and the virtual in music technology: from interface design to multi-modal signal processing.
Proceedings of the ACM Multimedia Conference, 2013

Physical modelling and supervised training of a virtual string quartet.
Proceedings of the ACM Multimedia Conference, 2013

Empirical Analysis of Track Selection and Ordering in Electronic Dance Music using Audio Feature Extraction.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

An effective, simple tempo estimation method based on self-similarity and regularity.
Proceedings of the IEEE International Conference on Acoustics, 2013

Exploiting structural relationships in audio music signals using Markov Logic Networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Sonophenology.
J. Multimodal User Interfaces, 2012

Direct and surrogate sensing for the Gyil african xylophone.
Proceedings of the 12th International Conference on New Interfaces for Musical Expression, 2012

Non-invasive sensing and gesture control for pitched percussion hyper-instruments using the Kinect.
Proceedings of the 12th International Conference on New Interfaces for Musical Expression, 2012

Audio-visual vibraphone transcription in real time.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

2nd international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM).
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Modeling Chord and Key Structure with Markov Logic.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Browsing Music and sound using gestures in a Self-Organized 3D Space.
Proceedings of the Non-Cochlear Sound: Proceedings of the 38th International Computer Music Conference, 2012

Cluster aware normalization for enhancing audio similarity.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Training Surrogate Sensors in Musical Gesture Acquisition Systems.
IEEE Trans. Multim., 2011

Beyond Timbral Statistics: Improving Music Classification Using Percussive Patterns and Bass Lines.
IEEE ACM Trans. Audio Speech Lang. Process., 2011

Musical Instrument Classification Using Individual Partials.
IEEE Trans. Speech Audio Process., 2011

Strategies for orca call retrieval to support collaborative annotation of a large archive.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

The need for music information retrieval with user-centered and multimodal strategies.
Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28, 2011

1st international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM).
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Raydiance: A Tangible Interface for Teaching Computer Vision.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Music Information Robotics: Coping Strategies for Musically Challenged Robots.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

A Computational Investigation of Melodic Contour Stability in Jewish Torah Trope Performance Traditions.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

An Empirical Investigation of Stacking for Music Tag Annotation.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Controlling Real Time Sound Spatialization Using The Radiodrum.
Proceedings of the 2011 International Computer Music Conference, 2011

Gesture Analysis of radiodrum data.
Proceedings of the 2011 International Computer Music Conference, 2011

A New Image-Based Method for Event Detection and Extraction of Noisy Hydrophone Data.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Adaptive N-normalization for enhancing music similarity.
Proceedings of the IEEE International Conference on Acoustics, 2011

Aesthetic Agents: Swarm-based Non-photorealistic Rendering using Multiple Images.
Proceedings of the 7th International Symposium on Computational Aesthetics in Graphics, 2011

2010
Computer-assisted cantillation and chant research using content-aware web visualization tools.
Multim. Tools Appl., 2010

Correlation-Based Amplitude Estimation of Coincident Partials in Monaural Musical Signals.
EURASIP J. Audio Speech Music. Process., 2010

Geoshuffle: Location-Aware, Content-based Music Browsing Using Self-organizing Tag Clouds.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Instrument identification in polyphonic music signals based on individual partials.
Proceedings of the IEEE International Conference on Acoustics, 2010

Adapting personal music for synesthetic game play.
Proceedings of the International Conference on the Foundations of Digital Games, 2010

2009
Assistive music browsing using self-organizing maps.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

A Force-Sensitive Surface for Intimate Control.
Proceedings of the 9th International Conference on New Interfaces for Musical Expression, 2009

Music analysis, retrieval and synthesis of audio signals MARSYAS.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Music information retrieval: theory and applications.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Improving automatic music tag annotation using stacked generalization of probabilistic SVM outputs.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Audio genre classification using percussive pattern clustering combined with timbral features.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

SOMba: Multiuser Music Creation Using Self-Organizing Maps and Motion Tracking.
Proceedings of the 2009 International Computer Music Conference, 2009

Audioscapes: Exploring Surface Interfaces for Music Exploration.
Proceedings of the 2009 International Computer Music Conference, 2009

Content-Aware Web Browsing and Visualization Tools for Cantillation and Chant Research.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008
Transforming Perceived Vocal Effort and Breathiness Using Adaptive Pre-Emphasis Linear Prediction.
IEEE Trans. Speech Audio Process., 2008

Normalized Cuts for Predominant Melodic Source Separation.
IEEE Trans. Speech Audio Process., 2008

Anssi Klapuri, Manuel Davy, Eds: Signal Processing Methods for Music Transcription.
Comput. Music. J., 2008

MarsyasX: multimedia dataflow processing with implicit patching.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Chants and Orcas: semi-automatic tools for audio annotation and analysis in niche domains.
Proceedings of the 2nd ACM Workshop on Multimedia Semantics, 2008

Analyzing Afro-Cuban Rhythms using Rotation-Aware Clave Template Matching with Dynamic Programming.
Proceedings of the ISMIR 2008, 2008

Visualization Tools for Musical Timing Applied to Afro-Cuban Percussion.
Proceedings of the 2008 International Computer Music Conference, 2008

Interoperability and the MARSYAS 0.2 Runtime.
Proceedings of the 2008 International Computer Music Conference, 2008

A Computationally Efficient Scheme for Dominant Harmonic Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
A comparative evaluation of search techniques for query-by-humming using the MUSART testbed.
J. Assoc. Inf. Sci. Technol., 2007

Music Information Retrieval Based on Signal Processing.
EURASIP J. Adv. Signal Process., 2007

ORCHIVE: Digitizing and Analyzing Orca Vocalizations.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

Integrating HyperInstruments , Musical Robots & Machine Musicianship for North Indian Classical Music.
Proceedings of the Seventh International Conference on New Interfaces for Musical Expression, 2007

Multimodal Sensor Analysis of Sitar Performance: Where is the Beat?
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Effective use of multimedia for computer-assisted musical instrument tutoring.
Proceedings of the International Workshop on Educational Multimedia and Multimedia Education 2007, 2007

Stereo Panning Features for Classifying Recording Production Style.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Strike-A-Tune: Fuzzy Music Navigation Using a Drum Interface.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Polyphonic Instrument Recognition Using Spectral Clustering.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Pedagogical Transcription for Multimodal Sitar Performance.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Music Browsing Using a Tabletop Display.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

A Comparison of Solenoid-Based Strategies for robotic drumming.
Proceedings of the 2007 International Computer Music Conference, 2007

Sound Source Tracking and Formation using Normalized Cuts.
Proceedings of the IEEE International Conference on Acoustics, 2007

Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
An experimental comparison of audio tempo induction algorithms.
IEEE Trans. Speech Audio Process., 2006

Visualization in Audio-Based Music Information Retrieval.
Comput. Music. J., 2006

Flexible event scheduling for data-flow audio processing.
Proceedings of the Companion to the 21th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2006

Learning Indirect Acquisition of Instrumental Gestures using Direct Sensors.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Interactive Content-Aware Music Browsing using the Radio Drum.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Towards the One-Man Indian Computer Music Performance System.
Proceedings of the 2006 International Computer Music Conference, 2006

Flexible Scheduling for DataFlow Audio Processing.
Proceedings of the 2006 International Computer Music Conference, 2006

2005
A Comparison of Sensor Strategies for Capturing Percussive Gestures.
Proceedings of the New Interfaces for Musical Expression, 2005

Subband-based Drum Transcription for Audio Signals.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

New Music Interfaces for Rhythm-Based Retrieval.
Proceedings of the ISMIR 2005, 2005

Distributed Audio Feature Extraction for Music.
Proceedings of the ISMIR 2005, 2005

Studio Report: University of Victoria Music Intelligence and sound Technology Interdisciplinary Centre (MiSTIC).
Proceedings of the 2005 International Computer Music Conference, 2005

Implicit Patching for Dataflow-Based audio Analysis and synthesis.
Proceedings of the 2005 International Computer Music Conference, 2005

Gesture-Based Affective Computing on Motion Capture Data.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

2004
Music analysis and retrieval systems for audio signals.
J. Assoc. Inf. Sci. Technol., 2004

A Scalable Peer-to-Peer System for Music Information Retrieval.
Comput. Music. J., 2004

The MUSART Testbed for Query-by-Humming Evaluation.
Comput. Music. J., 2004

Query-by-Beat-Boxing: Music Retrieval For The DJ.
Proceedings of the ISMIR 2004, 2004

Retrieval of percussion gestures using timbre classification techniques.
Proceedings of the ISMIR 2004, 2004

Song-specific bootstrapping of singing voice structure.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003
A scalable peer-to-peer system for music content and information retrieval.
Proceedings of the ISMIR 2003, 2003

Content-based retrieval of music in scalable peer-to-peer networks.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Musescape: A Tool for Changing Music Collections into Libraries.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2003

2002
Musical genre classification of audio signals.
IEEE Trans. Speech Audio Process., 2002

Pitch Histograms in Audio and Symbolic Music Information Retrieval.
Proceedings of the ISMIR 2002, 2002

Beyond the Query-By-Example Paradigm: New Query Interfaces for Music Information Retrieval.
Proceedings of the 2002 International Computer Music Conference, 2002

2001
Automatic Musical Genre Classification of Audio Signals.
Proceedings of the ISMIR 2001, 2001

Panel: New directions in Music Information Retrieval.
Proceedings of the 2001 International Computer Music Conference, 2001

Princeton Sound Kitchen Open Source Software Report.
Proceedings of the 2001 International Computer Music Conference, 2001

2000
Building and Using A Scalable Display Wall System.
IEEE Computer Graphics and Applications, 2000

Multimedia structuring using trees.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Audio Information Retrieval (AIR) Tools.
Proceedings of the ISMIR 2000, 2000

Sound analysis using MPEG compressed audio.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
A Framework for Audio Analysis based on Classification and Temporal Segmentation.
Proceedings of the 25th EUROMICRO '99 Conference, 1999


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