Dr George Fazekas
Senior Lecturer
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Research
semantic audio, music information retrieval, semantic webmusic, emotion recognition, deep learning
Interests
My main research interest is Semantic Audio, an interdisciplinary field in the confluence of Digital Signal Processing, Machine Learning, and various knowledge representation and knowledge sharing technologies such as Semantic Web Ontologies, Linked-data, knowledge-based reasoning and the Semantic Web. I'm interested in extracting, analysing and linking data about music and developing applications that use semantic metadata, bringing the power of semantic technologies to music technology.Publications
Publications of specific relevance to the Centre for Multimodal AI2024
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance SegmentationShatri E and Fazekas G
International Conference on Knowledge Discovery and Information Retrieval Porto, Portugal 17 Nov 2024 - 19 Nov 2024.
19-11-2024
Diff-MSTC: A Mixing Style Transfer Prototype for CubaseVanka S, Hannink L, Rolland J-B and Fazekas G
International Society for Music Information Retrieval San Francisco 10 Nov 2024 - 15 Nov 2024.
11-11-2024
Proceedings of the 25th International Society for Music Information Retrieval ConferenceGuinot J, Fazekas G and Quinton E
The 25th International Society for Music Information Retrieval Conference San Francisco, USA 9 Nov 2024 - 15 Nov 2024.
10-11-2024
Diff-MST: Differentiable Mixing Style TransferVanka S, Steinmetz C, Rolland J-B, Reiss J and Fazekas G
International Society of Music Information Retrieval San Francisco 10 Nov 2024 - 14 Nov 2024.
10-11-2024
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language ModelsWeck B, Manco I, Benetos E, QUINTON E, Fazekas G and Bogdanov D
25th International Society for Music Information Retrieval Conference (ISMIR) San Francisco, CA, USA 10 Nov 2024 - 14 Nov 2024.
10-11-2024
Multi-Signal Informed Attention for Beat and Downbeat DetectionBolt J, Pauwels J and Fazekas G
2024 IEEE 5th International Symposium on the Internet of Sounds (IS2). vol. 00, 1-7.
02-10-2024
Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion ModelsZhang J, Fazekas G and Saitis C
IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 22 Sep 2024 - 25 Sep 2024.
22-09-2024
Differentiable All-pole Filters for Time-varying Audio SystemsYu C-Y, Mitcheltree C, Carson A, Bilbao S, Reiss J and Fazekas G
International Conference on Digital Audio Effects 2024 Guildford, Surrey, UK 3 Sep 2024 - 7 Sep 2024.
03-09-2024
Differentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-SynthesisYu C-Y and Fazekas G
INTERSPEECH 2024 Kos Island, Greece 1 Sep 2024 - 5 Sep 2024.
01-09-2024
Tidal MerzA: Combining affective modelling and autonomous code generation through Reinforcement LearningWilson E, Fazekas G and Wiggins G
AIMC 2024 Oxford, UK 9 Sep 2024 - 11 Sep 2024.
26-08-2024
TEMPORAL ANALYSIS OF EMOTION PERCEPTION IN FILM MUSIC: INSIGHTS FROM THE FME-24 DATASETCrocker R and Fazekas G
Sound and Music Computing 2024 ESMAE, Porto, Portugal 4 Jul 2024 - 6 Jul 2024.
06-07-2024
Time-of-arrival Estimation and Phase Unwrapping of Head-related Transfer Functions With Integer Linear ProgrammingYu C-Y, Pauwels J and Fazekas G
Audio Engineering Society 156th Convention Madrid, Spain 15 Jun 2024 - 17 Jun 2024.
15-06-2024
Composer Style-Specific Symbolic Music Generation using Vector Quantized Discrete Diffusion ModelsZhang J, Fazekas G and Saitis C
2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP). vol. 00, 1-6.
25-01-2024
The Role of Communication and Reference Songs in the Mixing Process: Insights from Professional Mix EngineersVanka S, Safi M, Rolland J-B and Fazekas G
Journal of The Audio Engineering Society, Audio Engineering Society
20-01-2024
A review of differentiable digital signal processing for music and speech synthesisHayes B, Shier J, Fazekas G, McPherson A and Saitis C
Frontiers in Signal Processing, Frontiers vol. 3
11-01-2024
Foundation Models for Music: A Survey.Ma Y, Øland A, Ragni A, Sette BMD, Saitis C, Donahue C, Lin C, Plachouras C, Benetos E, Quinton E, Shatri E, Morreale F, Zhang G, Fazekas G, Xia G, Zhang H, Manco I, Huang J, Guinot J, Lin L, et al.
Corr vol. abs/2408.14340
01-01-2024
DIFFERENTIABLE ALL-POLE FILTERS FOR TIME-VARYING AUDIO SYSTEMSYu CY, Mitcheltree C, Carson A, Bilbao S, Reiss JD and Fazekas G
Proceedings of the International Conference on Digital Audio Effects, DAFx., 345-352.
01-01-2024
2023
The Song Describer dataset: a corpus of audio captions for music-and-language evaluationManco I, Weck B, Doh S, Won M, Zhang Y, Bodganov D, Wu Y, Chen K, Tovstogan P, Benetos E, Quinton E, Fazekas G and Nam J
NeurIPS Machine Learning for Audio Workshop New Orleans, USA 16 Dec 2023.
16-12-2023
Editorial: Human-centred computer audition: sound, music, and healthcareQian K, Fazekas G, Li S, Li Z and Schuller BW
Frontiers in Digital Health, Frontiers vol. 5
12-12-2023
Reconstructing Human Expressiveness in Piano Performances with a Transformer NetworkTang J, Wiggins G and Fazekas G
CMMR 2023 13 Nov 2023 - 17 Nov 2023.
13-11-2023
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music OverpaintingRow E, Tang J and Fazekas G
CMMR2023, the 16th International Symposium on Computer Music Multidisciplinary Research 13 Nov 2023 - 17 Nov 2023.
13-11-2023
Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired WavetablesYu C-Y and Fazekas G
International Society for Music Information Retrieval (ISMIR) Milan, Italy. 5 Nov 2023 - 9 Nov 2023.
05-11-2023
Gender-Coded Sound: Analysing the Gendering of Music in Toy Commercials via Multi-Task LearningMarinelli L, FAZEKAS G and Saitis C
24th International Society for Music Information Retrieval Conference Milan 5 Nov 2023 - 9 Nov 2023.
05-11-2023
Pianist Identification Using Convolutional Neural NetworksTang J, Wiggins G and Fazekas G
2023 4th International Symposium on the Internet of Sounds. vol. 00, 1-6.
27-10-2023
General Purpose Audio Effect RemovalRice M, Steinmetz CJ, Fazekas G and Reiss JD
2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). vol. 00, 1-5.
25-10-2023
Perceptual musical similarity metric learning with graph neural networksVahidi C, Singh S, Benetos E, Phan QH, Stowell D, Fazekas G and Lagrange M
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) New Paltz, NY, USA 22 Oct 2023 - 25 Oct 2023.
22-10-2023
Mesostructures: Beyond Spectrogram Loss in Differentiable Time–Frequency AnalysisVahidi C, Han H, Wang C, Fazekas G, LAGRANGE M and LOSTANLEN V
Journal of The Audio Engineering Society (NEW TRENDS IN AUDIO EFFECTS II)
13-09-2023
Mesostructures: Beyond Spectrogram Loss in Differentiable Time–Frequency AnalysisVahidi C, Han H, Wang C, Lagrange M, Fazekas G and Lostanlen V
Journal of The Audio Engineering Society, Audio Engineering Society vol. 71 (9), 577-585.
12-09-2023
Supervised Contrastive Learning For Musical Onset DetectionBolt J and Fazekas G
Audio Mostly 30 Aug 2023 - 1 Sep 2023.
30-08-2023
On the Integration of Machine Agents into Live CodingWilson E, Fazekas G and Wiggins G
Organised Sound, Cambridge University Press (Cup) vol. 28 (2), 305-314.
01-08-2023
Semantic integration of audio content providers through the Audio Commons OntologyCeriani M, Viola F, Rudan S, Antoniazzi F, Barthet M and Fazekas G
Journal of Web Semantics, Elsevier vol. 77
01-07-2023
Conditioning and Sampling in Variational Diffusion Models for Speech Super-ResolutionYu C-Y, Yeh S-L, Fazekas G and Tang H
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
10-06-2023
Sinusoidal Frequency Estimation by Gradient DescentHayes B, Saitis C and Fazekas G
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
10-06-2023
HIPI: A Hierarchical Performer Identification Model Based on Symbolic Representation of MusicRafee SRM, Fazekas G and Wiggins G
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
10-06-2023
Rigid-Body Sound Synthesis with Differentiable Modal ResonatorsDiaz R, Hayes B, Saitis C, Fazekas G and Sandler M
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
10-06-2023
CONDITIONING AND SAMPLING IN VARIATIONAL DIFFUSION MODELS FOR SPEECH SUPER-RESOLUTIONYu C-Y, Yeh S-L, Fazekas G and Tang H
2023 International Conference on Acoustics, Speech, and Signal Processing Rhodes Island, Greece 4 Jun 2023 - 10 Jun 2023.
04-06-2023
Adoption of AI Technology in the Music Mixing Workflow: An InvestigationVanka S, Safi M, Rolland J-B and Fazekas G
AES Europe Convention 2023 Helsinki, Finland 13 May 2023 - 15 May 2023.
02-05-2023
SketchSynth: a browser-based sketching interface for sound controlLobbers S and Fazekas G
International Conference on New Interfaces for Musical Expression (NIME) Mexico City, Mexico 31 May 2023 - 2 Jun 2023., 637-641.
01-05-2023
The Responsibility Problem in Neural Networks with Unordered TargetsHayes B, Saitis C and Fazekas G
International Conference on Learning Representations.
19-04-2023
SketchSynth: Cross-Modal Control of Sound SynthesisLobbers S, Thorpe L and Fazekas G
EvoMUSART Brno, Czech Republic 12 Apr 2023 - 14 Apr 2023.
01-04-2023
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.Manco I, Weck B, Doh S, Won M, Zhang Y, Bogdanov D, Wu Y, Chen K, Tovstogan P, Benetos E, Quinton E, Fazekas G and Nam J
Corr vol. abs/2311.10057
01-01-2023
The Internet of Sounds: Convergent Trends, Insights, and Future DirectionsTurchet L, Lagrange M, Rottondi C, Fazekas G, Peters N, Østergaard J, Font F, Bäckström T and Fischione C
Ieee Internet of Things Journal, Institute of Electrical and Electronics Engineers (Ieee) vol. 10 (13), 11264-11292.
01-01-2023
2022
Contrastive audio-language learning for musicManco I, Benetos E, QUINTON E and Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
04-12-2022
ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCEZhang H, Tang J, Rafee S, Dixon S and Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) 4 Dec 2022 - 8 Dec 2022.
04-12-2022
CompldNet: Sheet Music Composer Identification using Deep Neural NetworkWalwadkar D, Shatri E and Fazekas G
4th International Workshop on Reading Music Systems Online 18 Nov 2022.
01-10-2022
Transfer Learning for Violinist IdentificationZhao Y, Fazekas G and Sandler M
2022 30th European Signal Processing Conference (EUSIPCO)., 239-243.
29-08-2022
Seeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketchesL�bbers S and Fazekas G
International Computer Music Conference Limerick, Ireland 3 Jul 2022 - 9 Jul 2022. Editors: Torre G.
09-07-2022
The Jazz Ontology: A semantic model and large-scale RDF repositories for jazzProutskova P, Wolff D, Fazekas G, Frieler K, Höger F, Velichkina O, Solis G, Weyde T, Pfleiderer M, Crayencour HC, Peeters G and Dixon S
Journal of Web Semantics, 100735-100735.
01-07-2022
Learning music audio representations via weak language supervisionManco I, Benetos E, Quinton E and Fazekas G
2022 IEEE International Conference on Acoustics, Speech and Signal Processing Singapore 22 May 2022 - 27 May 2022., 456-460.
22-05-2022
Disembodied Timbres: A Study on Semantically Prompted FM SynthesisHayes B, Saitis C and Fazekas G
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (5), 373-391.
11-05-2022
Differentiable Time-Frequency Scattering in KymatioVahidi C, Muradeli J, Wang C, Han H, Lostanlen V, Lagrange M and Fazekas G
arXiv.
04-05-2022
The Smart Musical Instruments OntologyTurchet L, Bouquet P, Molinari A and Fazekas G
Journal of Web Semantics, Elsevier vol. 72
01-04-2022
Violinist Identification Using Note-Level Timbre Feature DistributionsZhao Y, Fazekas G and Sandler M
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2022-May, 601-605.
01-04-2022
HOW MUSIC FEATURES AND MUSICAL DATA REPRESENTATIONS AFFECT OBJECTIVE EVALUATION OF MUSIC COMPOSITION: A REVIEW OF THE CSMT DATA CHALLENGE 2020Li Y, Li S and Fazekas G
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022., 93-99.
01-01-2022
Measuring Audibility Threshold Levels for Attack and Release in a Dynamic Range CompressorBromham G, Moffat D, Sheng D and Fazekas G
AES New York 2022 - 153rd Audio Engineering Society Convention 2022.
01-01-2022
timbre.fun: A gamified interactive system for crowdsourcing a timbre semantic vocabularyHayes B, Saitis C and Fazekas G
Proceedings of the International Congress on Acoustics.
01-01-2022
Learning Music Audio Representations Via Weak Language Supervision.Manco I, Benetos E, Quinton E and Fazekas G
ICASSP., 456-460.
01-01-2022
2021
Zero-shot Singing Technique ConversionO'Connor B, Fazekas G and Dixon S
Computer Music Multidisciplinary Research Tokyo 15 Nov 2021 - 19 Nov 2021., 235-244.
15-11-2021
Neural Waveshaping SynthesisHayes B, Saitis C and Fazekas G
Proceedings of the 22nd International Society for Music Information Retrieval Online 8 Nov 2021 - 12 Nov 2021.
07-11-2021
Violinist identification based on vibrato featuresZhao Y, Wang C, Fazekas G, Benetos E and Sandler M
29th European Signal Processing Conference (EUSIPCO) 23 Aug 2021 - 27 Aug 2021., 381-385.
23-08-2021
Sketching sounds: an exploratory study on sound-shape associationsLöbbers S, Barthet M and Fazekas G
International Computer Music Conference Santiago de Chile, Chile 25 Jul 2021 - 31 Jul 2021.
25-07-2021
DoReMi: First glance at a universal OMR datasetShatri E and Fazekas G
3rd International Workshop on Reading Music Systems Alicante, Spain 23 Jul 2021. Editors: Calvo Zaragoza J, Pacha A and Shatri E.
23-07-2021
MusCaps: generating captions for music audioManco I, Benetos E, Quinton E and Fazekas G
International Joint Conference on Neural Networks (IJCNN) 18 Jul 2021 - 22 Jul 2021.
18-07-2021
A Modulation Front-End for Music Audio TaggingVahidi C, Fazekas G and Saitis C
The International Joint Conference on Neural Networks 18 Jul 2021 - 22 Jul 2021.
18-07-2021
Intelligent control method for the dynamic rangecompressor: A user studySingh S
Journal of The Audio Engineering Society, Audio Engineering Society
07-07-2021
Context-Aware Intelligent Mixing SystemsLefford MN, Bromham G, Fazekas G and Moffat D
Journal of The Audio Engineering Society, Audio Engineering Society vol. 69 (3), 128-141.
10-03-2021
Special Issue on Deep Learning for Applications in Acoustics: Modeling, Synthesis, and ListeningGabrielli L, Fazekas G and Nam J
Applied Sciences, Mdpi vol. 11 (2)
06-01-2021
A Novel Dataset for the Identification of Computer Generated Melodies in the CSMT ChallengeLi S, Jing Y and Fazekas G
In Proceedings of The 8th Conference on Sound and Music Technology, Springer Nature 177-186.
01-01-2021
Performer Identification From Symbolic Representation of Music Using Statistical ModelsRafee SRM, Fazekas G and Wiggins GA
ICMC 2021 - Proceedings of the International Computer Music Conference 2021., 178-184.
01-01-2021
Learning music audio representations via weak language supervision.Manco I, Benetos E, Quinton E and Fazekas G
Corr vol. abs/2112.04214
01-01-2021
MusCaps: Generating Captions for Music Audio.Manco I, Benetos E, Quinton E and Fazekas G
IJCNN., 1-8.
01-01-2021
2020
An Exploratory Study on Perceptual Spaces of
the Singing VoiceO'Connor B, Dixon S and Fazekas G
The 2020 Joint Conference on AI Music Creativity Proceedings of the 2020 Joint Conference on AI Creativity 19 Oct 2020 - 23 Oct 2020. vol. 1 (1)
19-10-2020
From Music Ontology Towards Ethno-Music-OntologyProutskova P, Volk A, Heidarian P and Fazekas G
International Society for Music Information Retrieval Conference Montreal, Canada 11 Oct 2020 - 16 Oct 2020., 923-931.
11-10-2020
Timbre Space Representation of a Subtractive SynthesizerVahidi C, Fazekas G, Saitis C and Palladini A
International Conference on Timbre (Timbre 2020) 3 Sep 2020 - 4 Sep 2020.
03-09-2020
Poster: Programming Practices Among Interactive Audio Software DevelopersThompson A, Fazekas G and Wiggins G
2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC). vol. 00, 1-2.
14-08-2020
On performance and perceived effort in trail runners using sensor control to generate biosynchronous musicWilliams D, Fazenda B, Williamson V and Fazekas G
Sensors (Basel, Switzerland), Mdpi Ag vol. 20 (16), 1-14.
13-08-2020
Cloud-smart Musical Instrument InteractionsTurchet L, Pauwels J, Fischione C and Fazekas G
Acm Transactions on Internet of Things vol. 1 (3), 1-29.
14-07-2020
Identifying master violinists using note-level audio featuresZhao Y, Fazekas G and Sandler M
17th Sound and Music Computing Conference 24 Jun 2020 - 27 Jun 2020. vol. 2020-June, 185-192.
24-06-2020
The Internet of Audio Things: State of the Art, Vision, and ChallengesTurchet L, Fazekas G, Lagrange M, Ghadikolaei HS and Fischione C
Ieee Internet of Things Journal vol. 7 (10), 10233-10249.
25-05-2020
Optical Music Recognition: State of the Art and Major ChallengesShatri E and Fazekas G
International Conference on Technologies for Music Notation and Representation Hamburg 12 May 2020 - 14 May 2020.
12-05-2020
The Internet of Musical Things OntologyTurchet L, Antoniazzi F, Viola F, Giunchiglia F and Fazekas G
Journal of Web Semantics vol. 60
22-01-2020
Biophysiologically synchronous computer generated music improves performance and reduces perceived effort in trail runnersWilliams D, Fazenda B, Williamson V and Fazekas G
Proceedings of the International Conference on New Interfaces for Musical Expression., 531-536.
01-01-2020
FROM MUSIC ONTOLOGY TOWARDS ETHNO-MUSIC-ONTOLOGYProutskova P, Volk A, Heidarian P and Fazekas G
Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020., 223-230.
01-01-2020
2019
A Model-View-Update Framework for Interactive Web Audio ApplicationsThompson A and Fazekas G
Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound., 219-222.
18-09-2019
The Impact of Audio Effects Processing on the Perception of Brightness and WarmthBROMHAM G, Moffat D, Barthet M, Daneilsen A and Fazekas G
Audio Mostly Nottingham, UK 17 Sep 2019 - 20 Sep 2019.
17-09-2019
A Feature Learning Siamese Model for Intelligent Control of the Dynamic Range CompressorSheng D and Fazekas G
2019 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
19-07-2019
Transfer Learning for Piano Sustain-Pedal DetectionLiang B, Fazekas G and Sandler M
2019 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-6.
19-07-2019
Leveraging Online Audio Commons Content for Media ProductionXambó A, Font F, Fazekas G and Barthet M
In Foundations in Sound Design For Linear Media, Taylor & Francis 248-282.
19-06-2019
Piano Sustain-pedal Detection Using Convolutional Neural NetworksLiang B, Fazekas G and Sandler M
IEEE International Conference on Acoustics, Speech and Signal Processing. vol. 2019-May, 241-245.
01-05-2019
2018
Towards a Semantic Architecture for the Internet of Musical ThingsTurchet L, Viola F, Fazekas G and Barthet M
2018 23rd Conference of Open Innovations Association (FRUCT). vol. 00, 382-390.
16-11-2018
C Minor: a Semantic Publish/Subscribe Broker for the Internet of Musical ThingsViola F, Turchet L, Antoniazzi F and Fazekas G
2018 23rd Conference of Open Innovations Association (FRUCT). vol. 00, 405-415.
16-11-2018
Playsound.spaceViola F, Stolfi A, Milo A, Ceriani M, Barthet M and Fazekas G
Proceedings of the 1st International Workshop on Semantic Applications for Audio and Music., 46-53.
09-10-2018
Exploring Real-time Visualisations to Support Chord Learning with a Large Music CollectionPauwels J, Xambo Sedo A, Roma G, Barthet M and Fazekas G
4th Web Audio Conference (WAC) Berlin, Germany 19 Sep 2018 - 21 Sep 2018.
19-09-2018
Piano Legato-Pedal Onset Detection Based on a Sympathetic Resonance MeasureLiang B, Fazekas G and Sandler M
26th European Signal Processing Conference (EUSIPCO) Rome 3 Sep 2018 - 7 Sep 2018., 2484-2488.
07-09-2018
Recommending songs to music learners based on chord contentPauwels J, Fazekas G and Sandler M
2018 Joint Workshop on Machine Learning for Music Stockholm, Sweden 14 Jul 2018.
14-07-2018
Measurement, recognition, and visualization of piano pedaling gestures and techniquesLiang B, Fazekas G and Sandler M
Aes: Journal of The Audio Engineering Society vol. 66 (6), 448-456.
18-06-2018
Measurement, Recognition and Visualisation of Piano Pedalling Gestures and TechniquesLiang B, Fazekas G and Sandler M
Jaes Special Issue on Participatory Sound and Music Interaction Using Semantic Audio vol. 2, xxxx-xxxx.
18-06-2018
The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music TaggingChoi K, Fazekas G, Sandler M and Cho K
Ieee Transactions on Emerging Topics in Computational Intelligence, Ieee vol. 2 (2), 139-149.
23-03-2018
Audio Commons Ontology: A Data Model for an Audio Content EcosystemCeriani M and Fazekas G
Lecture Notes in Computer Science. vol. 11137, 20-35.
01-01-2018
The impact of compressor ballistics on the perceived style of musicBromham G, Moffat D, Barthet M and Fazekas G
145th Audio Engineering Society International Convention, AES 2018.
01-01-2018
A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music TaggingChoi K, Fazekas G, Sandler M and Cho K
Proc. of the 26th European Signal Processing Conference (EUSIPCO 2018), 3-7 Sept, Rome, Italy.
01-01-2018
Live Repurposing of Sounds: MIR Explorations with Personal and Crowd-sourced DatabasesXambo A, Roma G, Lerch A, Barthet M and Fazekas G
Proc. of the New Interfaces for Musical Expression (NIME), 3-6 June, Blacksburg, VA, USA..
01-01-2018
Feature Selection for Dynamic Range Compressor Parameter EstimationSheng D and Fazekas G
Proc. of the 144th Convention of the Audio Engineering Society, 23-26 May, Milan, Italy.
01-01-2018
Feature Design Using Audio Decomposition for Intelligent Control of the Dynamic Range CompressorSheng D and Fazekas G
Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 15-20, Calgary, Canada..
01-01-2018
I Wonder... Inquiry Techniques As A Method To Gain Insights Into People’s Encounters With Visual ArtMarengo L, Fazekas G and Tombros A
Proc. International Conference on Museums and the Web 2018, April 18-21, Vancouver, Canada..
01-01-2018
Jam with Jamendo: Querying a Large Music Collection by Chords from a Learner's PerspectiveXambo A, Pauwels J, Roma G, Barthet M and Fazekas G
2018 CONFERENCE ON INTERACTION WITH SOUND (AUDIO MOSTLY): SOUND IN IMMERSION AND EMOTION (AM'18).
01-01-2018
2017
Transfer learning for music classification and regression tasksChoi K, Fazekas G, Sandler M and Cho K
ISMIR 2017., 141-149.
24-10-2017
Transfer learning for music classification and regression tasksCHOI K, FAZEKAS G, SANDLER M and Kyunghyun C
The 18th International Society of Music Information Retrieval (ISMIR) Conference.
23-10-2017
Linked Data Publication of Live Music Archives and AnalysesBechhofer S, Page K, Weigl D, Fazekas G and Wilmering T
International Semantic Web Conference (ISWC) Vienna, Austria 21 Oct 2017 - 25 Oct 2017. vol. 10588
21-10-2017
Welcome to Audio Mostly 2017!Fazekas G, Barthet M and Stockman T
ACM International Conference Proceeding Series. vol. Part F131930
23-08-2017
I Wonder... Inquiry Techniques as a Method to Gain Insights into People's Encounters with Visual ArtMarengo L and Fazekas TA
International Conference on Human-Computer Interaction (HCI’17), 9-14 July, Vancouver, Canada. vol. 714
09-07-2017
Realising a Layered Digital Library: Exploration and Analysis of the Live Music Archive through Linked DataPage K, Bechhofer S, Fazekas G, Weigl D and Wilmering T
ACM/IEEE Joint Conference on Digital Libraries (JCDL)., 1-10.
19-06-2017
Automatic Control Of The Dynamic Range Compressor Using A Regression Model And A Reference SoundSheng D and Fazekas G
Proc. of the 20th International Conference on Digital Audio Effects (DAFx-17), September 5–9, Edinburgh, UK.
01-01-2017
Piano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling TechniquesLiang B, Fazekas G, McPherson A and Sandler M
Proc. of the International Conference on New Interfaces for Musical Expression (NIME), May 15-18, Copenhagen, Denmark., 325-329.
01-01-2017
Feature design for intelligent control of the dynamic range compressor using audio decompositionSheng D and Fazekas G
Proc. Digital Music Research Network Workshop (DMRN+12), Dec. 19, London, UK.
01-01-2017
Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov ModelsPauwels J, O hanlon K, Fazekas G and Sandler M
Proc. 18th International Society for Music Information Retrieval Conference (ISMIR), Oct. 23-27, Suzhou, China., 279-279.
01-01-2017
Recognition of Piano Pedalling Techniques Using Gesture DataLiang B, Fazekas G and Sandler M
Proceeding Proc. of the ACM 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, Aug. 23-26, London, United Kingdom.
01-01-2017
Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, London, United Kingdom, August 23 - 26, 2017.Fazekas G, Barthet M and Stockman TE
01-01-2017
Bridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio ApplicationsWilmering T, Thalmann F, Fazekas G and Sandler M
Proc. 143 Convention of the Audio Engineering Society, (e-Brief) Oct. 18-12, New York, USA.
01-01-2017
Detection of Piano Pedaling Techniques on the Sustain PedalLiang B, Fazekas G and Sandler M
Proc. 143 Convention of the Audio Engineering Society, Oct. 18-12, New York, USA.
01-01-2017
A Tutorial on Deep Learning for Music Information RetrievalChoi K, Fazekas G, Cho K and Sandler M
Journal Paper - arXiv preprint.
01-01-2017
Discovering Feature Relevance in Pedalling Analyses of Piano MusicLiang B, Fazekas G and Sandler M
Proc. Digital Music Research Network Workshop (DMRN+12), Dec. 19, London, UK.
01-01-2017
2016
Convolutional Recurrent Neural Networks for Music ClassificationChoi K, Fazekas G, Sandler M and Cho K
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) New Orleans, USA., 2392-2396.
21-12-2016
Classification of Piano Pedaling Techniques Using Gesture Data from a Non-Intrusive Measurement SystemLIANG B, fazekas G, mcpherson A and sandler M
DMRN+11: Digital Music Research Network One-day Workshop 2016 Centre for Digital Music, Queen Mary University of London 20 Dec 2016.
20-12-2016
Musicweb: Music Discovery with Open Linked Semantic Metadata [Nominee, Best Demo Award]Allik A M and Fazekas G SM
17-10-2016
Text-based LSTM networks for Automatic Music CompositionCHOI K, sandler M and fazekas G
Conference on Computer Simulation of Musical Creativity Huddersfield, UK 17 Jun 2016 - 19 Jun 2016.
18-04-2016
MusicWeb: Music discovery with open linked semantic metadataMora-McGinity M, Allik A, Fazekas G and Sandler M
Communications in Computer and Information Science. vol. 672, 291-296.
01-01-2016
Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood AnnotationSaari P, Fazekas G, Eerola T, Barthet M, Lartillot , O S and M
Ieee Transactions on Affective Computing (Tac) vol. 7, 122-135.
01-01-2016
The Semantic Music Player: A Smart Mobile Player Based on Ontological Structures and Analytical Feature MetadataThalmann F, Perez Carillo A, Fazekas G and Sandler M
Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA.
01-01-2016
The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile DevicesThalmann F, Carrillo G, Wiggins GA and Sandler M
IEEE International Conference on Semantic Computing (ICSC), Feb. 4-6, Laguna Hills, CA, USA., 47-54.
01-01-2016
Geolocation Adaptive Music PlayerCarrillo A, Thalmann F, Fazekas G and Sandler M
Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA.
01-01-2016
myMoodplay: An interactive mood-based music discovery appAllik A, Fazekas G, Barthet M and Sandler M
Proc. of the 2nd Web Audio Conference (WAC), April 4–6, Atlanta, Georgia, USA..
01-01-2016
Crossroads: Interactive Music Systems Transforming Performance, Production and ListeningBarthet M, Fazekas G, Thalmann F, Sandler M and Wiggins GA
Proc. ACM Conference on Human Factors in Computing Systems (CHI), May 7–12, San Jose, CA, USA..
01-01-2016
Automatic Tagging Using Deep Convolutional Neural NetworksChoi K, Fazekas G and Sandler M
Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA., 805-811.
01-01-2016
Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track TransitionsChoi K, Fazekas G and Sandler M
Proc. 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP) June 13–17, Halifax, Canada.
01-01-2016
Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo DesignerThalmann F, Fazekas G, Wiggins GA and Sandler M
Proc. ACM Audio Mostly Conference, Oct. 4-6, Norrköping, Sweden., 39-46.
01-01-2016
From interactive to adaptive mood-based music listening experiences in social or personal contextBarthet M, Fazekas G, Allik A, Thalmann F and Sandler M
Journal of The Audio Engineering Society vol. 64, 673-682.
01-01-2016
Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, GermanyMora-Mcginity M, Allik A, Fazekas G and Sandler M
01-01-2016
The Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, JapanWilmering T, Fazekas G and Sandler M
01-01-2016
Semantic description of timbral transformations in music productionStables R, De Man B, Enderby S, Reiss JD, Fazekas G and Wilmering T
Proc. ACM Multimedia, Oct. 15-19, Amsterdam, Netherlands., 337-341.
01-01-2016
Hybrid music recommender using content-based and social informationChiliguano P and Fazekas G
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 20-25 March, Snahghai, China.
01-01-2016
Audio Commons: Bringing Creative Commons Audio Content to the Creative IndustriesFont F, Brookes T, Fazekas G, Guerber M, La Burthe A, Plans D, Plumbley M, Wang W and Serra X
Proc. AES 61st International Conference on Audio for Games, Feb 10–12, London, UK.
01-01-2016
A Higher-Dimensional Expansion of Affective Norms for English Terms for Music TaggingBuccoli M, Zanoni M, Fazekas G, Sarti A and Sandler M
Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA., 316-322.
01-01-2016
An Ontology for Audio FeaturesAllik A, Fazekas G and Sandler M
Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA., 73-79.
01-01-2016
2015
Auralisation of Deep Convolutional Neural Networks: Listening to Learned FeaturesCHOI K, Fazekas G, sandler MARK and Kim J
International Society for Music Information Retrieval Conference Malaga, Spain 26 Oct 2015 - 30 Oct 2015.
30-10-2015
Audio effects data on the semantic webWilmering T, Fazekas G, Allik A and Sandler MB
139th Audio Engineering Society International Convention, AES 2015.
01-01-2015
Computer-aided Melody Note Transcription Using the Tony Software: Accuracy and EfficiencyMauch M, Cannam C, Bittner R, Fazekas G, Salamon J, Dai J, Bello J and Dixon S
Proceedings of the First International Conference on Technologies for Music Notation and Representation.
01-01-2015
Automating Annotation of Media with Linked Data WorkflowsWilmering T, Fazekas G, Dixon S, Bechhofer S and Page K
Third International Workshop on Linked Media (LiME 2015) co-located with the WWW’15 conference, 18-22 May, Florence, Italy..
01-01-2015
On the Use of the Tempogram to Describe Audio Content and its Application to Music Structural SegmentationTian M, Fazekas G, Black DAA and Sandler M
Proc. of the 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 19-24 April, Brisbane, Australia.
01-01-2015
Moodplay: an interactive mood-based musical experienceBarthet M, Fazekas G, Allik A and Sandler M
Proc. of the ACM Audio Mostly International Conference, 7-9 Oct. Thessaloniki, Greece..
01-01-2015
Understanding Music PlaylistsChoi K, Fazekas G and Sandler M
International Conference on Machine Learning (ICML), Machine Learning for Music Discovery Workshop, 6-11 July, Lille, France.
01-01-2015
Navigating Ontological Structures based on Feature Metadata Using the Semantic Music PlayerThalmann F, Carrillo A, Fazekas G, Wiggins GA and Sandler M
Proc. of the 16th International Society for Music Information Retrieval (ISMIR-15) conference, Late-breaking session, Oct. 26-30, Malaga, Spain.
01-01-2015
Training-based Semantic Descriptors modeling for violin quality sound characterizationZanoni M, Setragno F, Antonacci F, Sarti A, Fazekas G and Sandler M
Proceedings of the 138th Convention of the Audio Engineering Society (AES), 7-10 May, Warsaw, Poland..
01-01-2015
Towards High Level Feature Extraction from Large Live Music Recording ArchivesWilmering T, Fazekas G, Dixon S, Page K and Bechhofer S
International Conference on Machine Learning (ICML), Machine Learning for Music Discovery Workshop, 6-11 July, Lille, France.
01-01-2015
The Organ Web AppLiang B, Fazekas G and Sandler M
Proc. of the 16th International Society for Music Information Retrieval (ISMIR-15) conference, Late-breaking session, Oct. 26-30, Malaga, Spain.
01-01-2015
ON THE USE OF THE TEMPOGRAM TO DESCRIBE AUDIO CONTENT AND ITS APPLICATION TO MUSIC STRUCTURAL SEGMENTATIONTian M, Fazekas G, Black DAA and Sandler M
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP)., 419-423.
01-01-2015
2014
Novel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor FrameworkFazekas G, BARTHET M and Sandler MB
Lecture Notes in Computer Science, Springer-Verlag vol. 8905 (Sound, Music, and Motion), 122-147.
05-12-2014
Efficient computer-aided pitch track and note estimation for scientific applicationsMauch M, Cannam C and Fazekas G
Society for Education, Music and Psychology Research (SEMPRE’14) conference, April 3-4, London, UK., 143-147.
01-01-2014
Extending Tagging Ontologies with Domain Specific KnowledgeFont F, Oramas S, Fazekas G and Serra X
Presented at the 13th International Semantic Web Conference (ISWC), 19-23 October, Trento, Italy.
01-01-2014
A framework for automatic ontology generation based on semantic audio analysisKolozali S, Fazekas G, Barthet M and Sandler M
Proc. of the AES 53rd International Conference on Semantic Audio, Jan, 26-29., London, UK.
01-01-2014
A second screen music discovery and recommendation service based on social and cultural factorsFazekas G and Kudumakis P
In Submitted in Response to The Digital Media Project (Dmp) Hybrid Media Services Call
01-01-2014
Novel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor FrameworkFazekas G, Barthet M and Sandler M
Editors: Aramaki M, Kronland-Martinet R and Ystad S.
01-01-2014
Selection of audio features for music emotion recognition using production musicBaume C, Fazekas G, Barthet M, Martson D and Sandler M
Proc. of the AES 53rd International Conference on Semantic Audio, Jan, 26-29., London, UK.
01-01-2014
Evaluation and Improvement of the Mood Conductor Interactive SystemLou T, Barthet M, Fazekas G and Sandler M
Proc. of the AES 53rd International Conference on Semantic Audio, Jan, 26-29., London, UK.
01-01-2014
The Open Multitrack TestbedDe Man B, Mora-Mcginity M, Fazekas G and Reiss JD
137th Convention of the Audio Engineering Society, 7 Oct., Los Angeles, USA.
01-01-2014
SAFE: A System for Extraction and Retrieval of Semantic Audio DescriptorsStables R, Enderby S, De Man B, Fazekas G and Reiss JD
Presented at the Digital Music Research Network Workshop, Dec., London, UK at the 15th International Society of Music Information Retrieval (ISMIR) Conference late-breaking workshop, Oct 27-31, 2014, Taipei, Taiwan.
01-01-2014
The SAFE project: Musical semantics in the DAWStables R, Enderby S, De Man B, Fazekas G and Reiss JD
Presented at the Digital Music Research Network Workshop, 16. Dec., London, UK.
01-01-2014
Semantically Linking Humanities Research Articles and Music ArtistsMora-McGinity M, Ogilvie G and Fazekas G
Workshop on Semantic Technologies for Research in the Humanities and Social Sciences (STRiX), November 24-25, Gothenburg, Sweden.
01-01-2014
Design and Evaluation of Onset Detectors Using Different Fusion PoliciesTian M, Fazekas G, Black DAA and Sandler M
Presented at the 15th International Society of Music Information Retrieval (ISMIR) Conference, Oct 27-31, 2014, Taipei, Taiwan.
01-01-2014
Computational Analysis of the Live Music ArchiveBechhofer S, Dixon S, Fazekas G, Wilmering T and Page K
Presented at the 15th International Society of Music Information Retrieval (ISMIR) Conference late-breaking workshop, Oct 27-31, 2014, Taipei, Taiwan.
01-01-2014
Creating Semantic Links between Research Articles and Music ArtistsMora-McGinity M, Fazekas G and Ogilive G
Presented at the Digital Music Research Network Workshop, Dec., London, UK at the 15th International Society of Music Information Retrieval (ISMIR) Conference late-breaking workshop, Oct 27-31, 2014, Taipei, Taiwan.
01-01-2014
2013
Automatic Ontology Generation for Musical Instruments Based on Audio AnalysisKolozali S, Barthet M, Fazekas G and Sandler M
Ieee Transactions on Audio Speech and Language Processing vol. 21 (10), 1-14.
01-01-2013
Towards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata StandardsTian M, Fazekas G, Black DAA and Sandler M
Proc. of The Dcmi International Conference on Dublin Core and Metadata Applications (Dc-2013), 2-6, September, Lisbon, Portugal, 71-81.
01-01-2013
Music Emotion Recognition: From Content- to Context-Based ModelsBarthet M, Fazekas G and Sandler M
228-252.
01-01-2013
Audio Effect Classification Based on Auditory Perceptual AttributesWilmering T, Fazekas G and Sandler M
Proc. of the 135th Convention of the Audio Engineering Society, New York, NY, USA..
01-01-2013
Mood Conductor: Emotion-Driven Interactive Music PerformanceFazekas G, Barthet M and Sandler MB
2013 HUMAINE ASSOCIATION CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII)., 726-726.
01-01-2013
DEMO PAPER: THE BBC DESKTOP JUKEBOX MUSIC RECOMMENDATION SYSTEM: A LARGE SCALE TRIAL WITH PROFESSIONAL USERSFazekas G, Barthet M and Sandler MB
ELECTRONIC PROCEEDINGS OF THE 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW).
01-01-2013
DESCRIBING AUDIO PRODUCTION WORKFLOWS ON THE SEMANTIC WEBFazekas G and Sandler MB
2013 14TH INTERNATIONAL WORKSHOP ON IMAGE ANALYSIS FOR MULTIMEDIA INTERACTIVE SERVICES (WIAMIS).
01-01-2013
Facilitating Music Information Research with Shared Open VocabulariesAllik A, Fazekas G, Dixon S and Sandler M
SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS. vol. 7955, 178-183.
01-01-2013
A Shared Vocabulary for Audio FeaturesAllik A, Fazekas G, Dixon S and Sandler M
SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS. vol. 7955, 285-286.
01-01-2013
Design and evaluation of semantic mood models for music recommendationBarthet M, Marston D, Baume C, Fazekas G and Sandler M
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013., 421-426.
01-01-2013
Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tagsSaari P, Barthet M, Fazekas G, Eerola T and Sandler M
Proc. of the IEEE International Conference on Multimedia & Expo (ICME2013) International Workshop on Affective Analysis in Multimedia (AAM), 15-19 July 2013, San Jose, CA, USA.
01-01-2013
Semantic Metadata for Music Production ProjectsWilmering T, Fazekas G and Sandler M
Proc. of the 12th International Semantic Web Conference (ISWC), first International Workshop on Semantic Music and Media (SMAM2013)., 21-25.
01-01-2013
Using Semantic Layer Projection for Enhancing Music Mood Prediction With Audio FeaturesSaari P, Eerola T, Fazekas G and Sandler M
Proc. of the Sound and Music Computing Conference (SMC’13), Stockholm, Sweden.
01-01-2013
The Mood Conductor System: Audience and Performer Interaction using Mobile Technology and Emotion CuesFazekas G, Barthet M and Sandler M
Proc. of the 10th International Symposium on Computer Music Multidisciplinary Research (CMMR’13), 15-18 October, Marseille, France..
01-01-2013
Evaluation of the Mood Conductor Interactive System Based on Audience and Performers’ PerspectivesLou T, Barthet M, Fazekas G and Sandler M
Proc. of the 10th International Symposium on Computer Music Multidisciplinary Research (CMMR’13), 15-18 October, Marseille, France..
01-01-2013
The Role of Audio and Tags in Music Mood Prediction: a Study Using Semantic Layer ProjectionSaari P, Eerola T, Fazekas G, Barthet M, Lartillot O and Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil. Editors: Britto ASJ, Gouyon F and Dixon S.
01-01-2013
The Audio Effects OntologyWilmering T, Fazekas G and Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil. Editors: Britto ASJ, Gouyon F and Dixon S.
01-01-2013
Using Tags to Select Stimuli in the Study of Music and EmotionSong Y, Dixon S, Pearce M and Fazekas G
Proc. 3rd International Conference on Music and Emotion (ICME), June 11-15, Jyväskylä, Finland. Editors: Luck G and Brabant O.
01-01-2013
A Study of Cultural Dependence of Perceived Mood in Greek MusicKosta K, Song Y, Fazekas G and Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil., 317-322. Editors: Britto ASJ, Gouyon F and Dixon S.
01-01-2013
Design and Evaluation of Semantic Mood Models for Music Recommendation Using Editorial TagsBarthet M, Marston D, Baume C, Fazekas G and Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil., 421-426. Editors: Britto ASJ, Gouyon F and Dixon S.
01-01-2013
Content-based Emotion Categorisation Analysis of Chinese Cultural Revolution SongsTian M, Black DAA, Fazekas G and Sandler M
Proc. of the 3rd International Workshop on Folk Music Analysis (FMA’13), 6-7 June, Amsterdam, Netherlands. Editors: Kranenburg PV, Anagnostopoulou C and Volk A.
01-01-2013
2012
Technology Trends in Auto Engineering A report by the AES Technical CouncilRumsey F, Schulein B, Herre J, Kelly M, Ackerman D, Lacinak C, , Martz S, Someya K, Zurek B, Kelloniemi A, Smith JM, Peltier C, Brixen EB, Hamasaki K, Kamekawa T, Mayo A, Stroud R, Nind T, , et al.
Journal of The Audio Engineering Society vol. 60 (1-2), 90-107.
01-01-2012
High level semantic metadata for the control of multitrack adaptive audio effectsWilmering T, Fazekas G and Sandler M
Proc. of the 133rd Convention of the Audio Engineering Society, San Francisco, CA, USA.
01-01-2012
Listening level changes music similarityTerrell MJ, Fazekas G, Simpson AJR, Smith JBL and Dixon S
Proceedings of the International Society for Music Information Retrieval Conference., 487-92.
01-01-2012
Shared Open Vocabularies and Semantic MediaFazekas G, Ewert S, Allik A, Dixon S and Sandler M
Proc. of the 13th International Society for Music Information Retrieval Conference (ISMIR’12), late-breaking workshop, 8-12 October, Porto, Portugal.
01-01-2012
Knowledge Representation Issues in Audio-Related Metadata Model DesignFazekas G and Sandler M
Proc. of the 133rd Convention of the Audio Engineering Society, San Francisco, CA, USA.
01-01-2012
Social Media Retrieval for Music EducationBarthet M, Fazekas G, Dixon S and Sandler M
In Digital Futures 2012: The Third Annual Digital Economy All Hands Conference, 23-25 October, Aberdeedn, UK.
01-01-2012
Multidisciplinary Perspectives on Music Emotion Recognition: Implications for Content and Context-Based ModelsBarthet M, Fazekas G and Sandler M
Proc. of the 9th International Symposium on Computer Music Modelling and Retrieval (CMMR’12) 19-22 June, London, UK.
01-01-2012
2011
The studio ontology frameworkFazekas G and Sandler MB
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011., 471-476.
01-12-2011
Music recommendation for music learning: Hotttabs a multimedia guitar tutorBarthet M, Anglade A, Fazekas G, Kolozali S and Macrae R
in Proc. of the 2nd Workshop on Music Recommendation and Discovery (WOMRAD’11) in conjunction with the ACM Recommender Systems conference (RecSys’11).
01-01-2011
Knowledge representation issues in musical instrument ontology designKolozali S, Fazekas G, Barthet M and Sandler M
Proc. of the 12th International Society for Music Information Retrieval (ISMIR’11) conference, 24-28 Oct., Miami, Florida, USA.
01-01-2011
Towards the automatic generation of a Semantic Web ontology for musical instrumentsKolozali S, Barthet M, Fazekas G and Sandler M
01-01-2011
The Studio Ontology FrameworkFazekas G and Sandler M
Proc. of the 12th International Society for Music Information Retrieval (ISMIR’11) conference, 24-28 Oct., Miami, Florida, USA., 24-28.
01-01-2011
A knowledge representation framework for context-dependent audio processingFazekas G, Wilmering T and Sandler MB
Proc. of the AES 42nd International Conference on Semantic Audio, 22-24 July, Ilmenau, Germany., 22-24.
01-01-2011
Towards ontological representations of digital audio effectsWilmering T, Fazekas G and Sandler MB
Proc. of the 14th International Conference on Digital Audio Effects (DAFx-11)., 19-23.
01-01-2011
Tempest - harpsichord temperament estimation in a Semantic Web environmentTidhar D, Fazekas G, Mauch M and Dixon S
Journal of New Music Research Special Issue on Music Informatics and The Omras2 Project vol. 39, 327-336.
01-01-2011
2010
An Overview of Semantic Web Activities in the OMRAS2 ProjectFazekas G, Raimond Y, Jacobson K and Sandler M
J New Music Res vol. 39 (4), 295-311.
01-01-2010
The effects of reverberation on onset detection tasksWilmering T, Fazekas G and Sandler M
in Proceedings of the 128th Convention of the Audio Engineering Society, London.
01-01-2010
The musical instrument ontologyKolozali S, Barthet M, Fazekas G, Tidhar D and Sandler M
presented at the Digital Music Research Network Workshop, 21 Dec., London, UK..
01-01-2010
TempEst - Temperament estimation Web serviceFazekas G and Tidhar D
presented at the Digital Music Research Network Workshop.
01-01-2010
The music ontology specificationRaimond Y, Gängler T, Giasson F, Jacobson K, Fazekas G, Reinhardt S and Passant A
01-01-2010
Towards the automatic generation of a Semantic Web ontology for musical instrumentsKolozali S, Barthet M, Fazekas G and Sandler M
Proc. of the 5th International Conference on Semantic and Digital Media Technologies (SAMT-10) Saarbrucken, Germany.
01-01-2010
Temperament Estimation as an MIR taskTidhar D, Fazekas G, Mauch M and Dixon S
Presented at the 11th International Society for Music Information Retrieval Conference (ISMIR’10), Late-breaking session.
01-01-2010
2009
Ontology based information management in music productionFazekas G and Sandler M
Proc. 126th Convention of the Audio Engineering Society, Munich, Germany.
01-01-2009
Publishing Music Similarity Features on the Semantic WebTidhar D, Fazekas G, Kolozali S and Sandler M
Proc. of the 10th International Society for Music Information Retrieval (ISMIR-09) conference, Oct., Kobe, Japan.
01-01-2009
Uncovering the details of music production using ontologiesFazekas G and Sandler M
Presented at the Unlocking Audio 2 Conference, 16-17 March, London, UK.
01-01-2009
A Demonstration of Sonic VisualiserCannam C, Fazekas G and Noland K
presented at the Special SIGMUS Symposium, 2 Nov., Tokyo, Japan.
01-01-2009
A Simple Guide to Automated Music Analysis on the Semantic Web (white paper)Fazekas G, Cannam C and Sandler M
01-01-2009
Novel methods in information management for advanced audio workflowsFazekas G and Sandler M
Proc. of the 12th International Conference on Digital Audio Effects (DAFx-09), Como, Italy.
01-01-2009
Reusable metadata and software components for automatic audio analysisFazekas G, Cannam C and Sandler M
Proc. of the 9th IEEE/ACM Joint Conference on Digital Libraries (JCDL’09) Workshop on Integrating Digital Library Content with Computational Tools and Services, 14-19 June, Austin, Texas, USA.
01-01-2009
2008
Ontology based information management in music productionFazekas G and Sandler M
Presented at the Digital Music Research Network Workshop, Dec., London, UK.
01-01-2008
A framework for producing rich musical metadata in creative music productionFazekas G, Raimond Y and Sandler M
Proc. of the 125th Convention of the Audio Engineering Society, San Francisco, USA.
01-01-2008
2007
Grants
Grants of specific relevance to the Centre for Multimodal AISmart EQ: Personalising Audio with Context-aware AI using Listener Preferences and Psychological FactorsGeorge Fazekas and Charalampos Saitis
£172,101 Yamaha Corporation
23-09-2024 - 22-09-2028
AIM CDT Studentship - UMG 2023George Fazekas
£61,268 Universal Music Group International Limited
01-10-2023 - 30-09-2027
AIM Studentship SteinbergGeorge Fazekas
£112,436 Steinberg Media Technologies GmbH
20-09-2021 - 31-01-2026
UKRI Centre for Doctoral Training in Artificial Intelligence and MusicSimon Dixon, Emmanouil Benetos, Nicholas Bryan-Kinns, Mark Sandler, Andrew Mcpherson, Mathieu Barthet, George Fazekas, Ekaterina Ivanova, Anna Xambo Sedo and Charalampos Saitis
£6,519,934 EPSRC Engineering and Physical Sciences Research Council
01-07-2019 - 31-08-2028
CDT Postgraduate StudentshipGeorge Fazekas, Mathieu Barthet and Andrew Mcpherson
£27,000 MUSIC Tribe Brands UK Limited
23-09-2019 - 22-09-2023
CDT Studentships: Elona ShatriGeorge Fazekas
£124,649 Steinberg Media Technologies GmbH
23-09-2019 - 30-04-2024
Deep learning & multi modal models for the music industryGeorge Fazekas
£54,000 Universal Music Group International Limited
23-09-2019 - 31-07-2024
AI and Music in the Creative Industries of China and the UKNicholas Bryan-Kinns and George Fazekas
£20,970 AHRC Arts and Humanities Research Council
14-02-2019 - 13-08-2019
AudioCommons - An Ecosystem for Creative Reuse of Audio ContentGeorge Fazekas, Mark Sandler and Mathieu Barthet
£541,481 EU Commission - Horizon 2020
01-02-2016 - 31-01-2019