György Fazekas

According to our database1, György Fazekas authored at least 78 papers between 2009 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Bibliography

2020
The Internet of Musical Things Ontology.
J. Web Semant., 2020

Cloud-smart Musical Instrument Interactions: Querying a Large Music Collection with a Smart Guitar.
ACM Trans. Internet Things, 2020

On Performance and Perceived Effort in Trail Runners Using Sensor Control to Generate Biosynchronous Music.
Sensors, 2020

The Internet of Audio Things: State of the Art, Vision, and Challenges.
IEEE Internet Things J., 2020

Optical Music Recognition: State of the Art and Major Challenges.
CoRR, 2020

A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis.
CoRR, 2020

Poster: Programming Practices Among Interactive Audio Software Developers.
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2020

2019
A Feature Learning Siamese Model for Intelligent Control of the Dynamic Range Compressor.
Proceedings of the International Joint Conference on Neural Networks, 2019

Transfer Learning for Piano Sustain-Pedal Detection.
Proceedings of the International Joint Conference on Neural Networks, 2019

Piano Sustain-pedal Detection Using Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Model-View-Update Framework for Interactive Web Audio Applications.
Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound, 2019

The Impact of Audio Effects Processing on the Perception of Brightness and Warmth.
Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound, 2019

2018
The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging.
IEEE Trans. Emerg. Top. Comput. Intell., 2018

Playsound.space: enhancing a live music performance tool with semantic recommendations.
Proceedings of the 1st International Workshop on Semantic Applications for Audio and Music, 2018

Audio Commons Ontology: A Data Model for an Audio Content Ecosystem.
Proceedings of the Semantic Web - ISWC 2018, 2018

Live Repurposing of Sounds: MIR Explorations with Personal and Crowdsourced Databases.
Proceedings of the 18th International Conference on New Interfaces for Musical Expression, 2018

Feature Design Using Audio Decomposition for Intelligent Control of the Dynamic Range Compressor.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

C Minor: a Semantic Publish/Subscribe Broker for the Internet of Musical Things.
Proceedings of the 23rd Conference of Open Innovations Association, 2018

Towards a Semantic Architecture for the Internet of Musical Things.
Proceedings of the 23rd Conference of Open Innovations Association, 2018

Piano Legato-Pedal Onset Detection Based on a Sympathetic Resonance Measure.
Proceedings of the 26th European Signal Processing Conference, 2018

A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging.
Proceedings of the 26th European Signal Processing Conference, 2018

Jam with Jamendo: Querying a Large Music Collection by Chords from a Learner's Perspective.
Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion, 2018

2017
A Tutorial on Deep Learning for Music Information Retrieval.
CoRR, 2017

On the Robustness of Deep Convolutional Neural Networks for Music Classification.
CoRR, 2017

Linked Data Publication of Live Music Archives and Analyses.
Proceedings of the Semantic Web - ISWC 2017, 2017

Piano pedaller: a measurement system for classification and visualisation of piano pedalling techniques.
Proceedings of the 17th International Conference on New Interfaces for Musical Expression, 2017

Realising a Layered Digital Library: Exploration and Analysis of the Live Music Archive through Linked Data.
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017

Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Transfer Learning for Music Classification and Regression Tasks.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Convolutional recurrent neural networks for music classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The Interaction of Casual Users with Digital Collections of Visual Art. An Exploratory Study of the WikiArt Website.
Proceedings of the HCI International 2017 - Posters' Extended Abstracts, 2017

Recognition of Piano Pedalling Techniques Using Gesture Data.
Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, 2017

2016
Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation.
IEEE Trans. Affect. Comput., 2016

Towards Music Captioning: Generating Music Playlist Descriptions.
CoRR, 2016

Explaining Deep Convolutional Neural Networks on Music Classification.
CoRR, 2016

Text-based LSTM networks for Automatic Music Composition.
CoRR, 2016

Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions.
Proceedings of the Late-breaking Results, 2016

AUFX-O: Novel Methods for the Representation of Audio Processing Workflows.
Proceedings of the Semantic Web - ISWC 2016, 2016

MusicWeb: Music Discovery with Open Linked Semantic Metadata.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Ontological Representation of Audio Features.
Proceedings of the Semantic Web - ISWC 2016, 2016

The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

Knowledge Extraction from Audio Content Service Providers' API Descriptions.
Proceedings of the Metadata and Semantics Research - 10th International Conference, 2016

Semantic Description of Timbral Transformations in Music Production.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Automatic Tagging Using Deep Convolutional Neural Networks.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

A Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

An Ontology for Audio Features.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Hybrid music recommender using content-based and social information.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer.
Proceedings of the Audio Mostly 2016, Norrköping, Sweden, October 4-6, 2016, 2016

2015
Understanding Music Playlists.
CoRR, 2015

Automating Annotation of Media with Linked Data Workflows.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

On the use of the tempogram to describe audio content and its application to Music structural segmentation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Moodplay: an interactive mood-based musical experience.
Proceedings of the Audio Mostly 2015 on Interaction With Sound, 2015

2014
Extending Tagging Ontologies with Domain Specific Knowledge.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Evaluation and Improvement of the Mood Conductor Interactive System.
Proceedings of the AES International Conference on Semantic Audio 2014, 2014

A Framework for Automatic Ontology Generation Based on Semantic Audio Analysis.
Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Selection of Audio Features for Music Emotion Recognition Using Production Music.
Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Design And Evaluation of Onset Detectors using Different Fusion Policies.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

2013
Automatic Ontology Generation for Musical Instruments Based on Audio Analysis.
IEEE Trans. Speech Audio Process., 2013

Describing audio production workflows on the semantic web.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

The Audio Effects Ontology.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

The Role of Audio and Tags in Music Mood Prediction: A Study Using Semantic Layer Projection.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

A Study of Cultural Dependence of Perceived Mood in Greek Music.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Design and Evaluation of Semantic Mood Models for Music Recommendation using Editorial Tags.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tags.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Demo paper: The BBC Desktop Jukebox music recommendation system: A large scale trial with professional users.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

A Shared Vocabulary for Audio Features.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Facilitating Music Information Research with Shared Open Vocabularies.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Towards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata Standards.
Proceedings of the 2013 International Conference on Dublin Core and Metadata Applications, 2013

Novel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework.
Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013

Mood Conductor: Emotion-Driven Interactive Music Performance.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Semantic audio analysis utilities and applications.
PhD thesis, 2012

Listening Level Changes Music Similarity.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Music Emotion Recognition: From Content- to Context-Based Models.
Proceedings of the From Sounds to Music and Emotions - 9th International Symposium, 2012

2011
A Knowledge Representation Framework for Context-Dependent Audio Processing.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

Knowledge Representation Issues in Musical Instrument Ontology Design.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

The Studio Ontology Framework.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

2010
Towards the Automatic Generation of a Semantic Web Ontology for Musical Instruments.
Proceedings of the Semantic Multimedia, 2010

2009
Publishing Music Similarity Features on the Semantic Web.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009


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