Publications
Publications of specific relevance to the Centre for Multimodal AI
2025
Pitch Class and Octave-Based Pitch Embedding Training Strategies for Symbolic Music GenerationLi Y Li S Fazekas G
In
Music and Sound Generation in The AI Era,
Springer Nature 149-167.
10-10-2025 Reconstructing Human Expressiveness in Piano Performances with a Transformer NetworkTang J Wiggins G Fazekas G
In
Music and Sound Generation in The AI Era,
Springer Nature 83-96.
10-10-2025 Sound Matching an Analogue Levelling Amplifier Using the Newton-Raphson MethodYu C-Y Fazekas G
Audio Engineering Society International Conference on AI and Machine Learning for Audio London, UK 1 Jan 1970 - 8 Sep 2025.
02-09-2025 Domain Adaptation of Few-Shot Bioacoustic Event Detection in Different EnvironmentsTan Y Ai H Li S Fazekas G
IEEE Transactions on Audio Speech and Language Processing,
Institute of Electrical and Electronics Engineers (IEEE) vol. 33, 2986-2998.
10-07-2025 Towards a Unified Representation Evaluation Framework Beyond Downstream TasksPlachouras C Guinot J Fazekas G Quinton E Benetos E Pauwels J
International Joint Conference on Neural Networks (IJCNN) Rome, Italy 30 Jun 2025 - 5 Jul 2025.
30-06-2025 Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matchingHayes B Saitis C Fazekas G
In
Arxiv 08-06-2025 Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music GenerationZhang J Fazekas G Saitis C
In
Arxiv 06-05-2025 Demonstrating Diff-MSTC: A Controllable and Context-Aware AI System for Multitrack Mixing in Digital Audio Workstation CubaseVanka SS Rolland J-B Fazekas G
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems., 1-5.
25-04-2025 Towards An Integrated Approach for Expressive Piano Performance Synthesis from Music ScoresTang J Cooper E Wang X Yamagishi J Fazekas G
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025 Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive DecodingPasini M Lattner S Fazekas G
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025 Leave-One-EquiVariant: Alleviating Invariance-Related Information Loss in Contrastive Music RepresentationsGuinot J Quinton E Fazekas G
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025 Towards An Integrated Approach for Expressive Piano Performance
Synthesis from Music ScoresTang J Cooper E Wang X Yamagishi J Fazekas G
17-01-2025 2024
GOLF: A Singing Voice Synthesiser with Glottal Flow Wavetables and LPC FiltersYu C-Y Fazekas G
Transactions of The International Society For Music Information Retrieval,
Ubiquity Press vol. 7 (1)
19-12-2024 
Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning ApproachShatri E Raymond D Fazekas G
In
Arxiv 25-11-2024Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGANShatri E Palavala K Fazekas G
In
Arxiv 25-11-2024 Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance SegmentationShatri E
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 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 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 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
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 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 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 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 Fazekas G
INTERSPEECH 2024 Kos Island, Greece 1 Sep 2024 - 5 Sep 2024.
01-09-2024 Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance SegmentationShatri E Fazekas G
In
Arxiv 27-08-2024 Foundation Models for Music: A SurveyMa Y Øland A Ragni A Del Sette BM Saitis C Donahue C Lin C Plachouras C et al.
In
Arxiv 26-08-2024 Tidal MerzA: Combining affective modelling and autonomous code generation through Reinforcement LearningWilson E Fazekas 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 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 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
2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP). vol. 00, 1-6.
25-01-2024 A review of differentiable digital signal processing for music and speech synthesisHayes B Shier J Fazekas G McPherson A 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 et al.
Corr vol. abs/2408.14340
01-01-2024 SEMI-SUPERVISED CONTRASTIVE LEARNING OF MUSICAL REPRESENTATIONSGuinot J Quinton E
In
Proceedings of The International Society For Music Information Retrieval Conference 571-579.
01-01-2024 MUCHOMUSIC: EVALUATING MUSIC UNDERSTANDING IN MULTIMODAL AUDIO-LANGUAGE MODELSWeck B Manco I Benetos E Quinton E Fazekas G
In
Proceedings of The International Society For Music Information Retrieval Conference 825-833.
01-01-2024 Time-of-arrival estimation and phase unwrapping of head-related transfer functions with integer linear programmingYu CY Pauwels J Fazekas G
AES Madrid 2024 156th Audio Engineering Society Convention.
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 Bodganov D Wu Y Tovstogan P Benetos E et al.
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
Frontiers in Digital Health,
Frontiers vol. 5
12-12-2023 Reconstructing Human Expressiveness in Piano Performances with a Transformer NetworkTang J Wiggins G Fazekas G
CMMR2023, the 16th International Symposium on Computer Music Multidisciplinary 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 Fazekas G
CMMR2023, the 16th International Symposium on Computer Music Multidisciplinary Research 13 Nov 2023 - 17 Nov 2023.
13-11-2023 Zero-Shot Duet Singing Voices Separation with Diffusion ModelsYu C-Y Postolache E Rodolà E Fazekas G
13-11-2023 Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired WavetablesYu C-Y 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
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 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 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 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 Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion ModelsZhang J Fazekas G Saitis C
In
Arxiv 21-10-2023 Fast Diffusion GAN Model for Symbolic Music Generation Controlled by EmotionsZhang J Fazekas G Saitis C
In
Arxiv 21-10-2023 Pianist Identification Using Convolutional Neural NetworksTang J Wiggins G Fazekas G
In
Arxiv 01-10-2023 Mesostructures: Beyond Spectrogram Loss in Differentiable Time–Frequency AnalysisVahidi C Han H Wang C 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
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 Fazekas G
Audio Mostly 30 Aug 2023 - 1 Sep 2023.
30-08-2023 A Review of Differentiable Digital Signal Processing for Music & Speech SynthesisHayes B Shier J Fazekas G McPherson A Saitis C
In
Arxiv 29-08-2023 On the Integration of Machine Agents into Live CodingWilson E Fazekas G
Organised Sound,
Cambridge University Press (Cup) vol. 28 (2), 305-314.
01-08-2023 JAZZVAR: A Dataset of Variations found within Solo Piano Performances of
Jazz Standards for Music OverpaintingRow E Tang J Fazekas G
18-07-2023 Semantic integration of audio content providers through the Audio Commons OntologyCeriani M Viola F Rudan S Barthet M
Journal of Web Semantics,
Elsevier vol. 77
01-07-2023 HIPI: A Hierarchical Performer Identification Model Based on Symbolic Representation of MusicRafee SRM Fazekas G
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
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 Sandler M
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
10-06-2023 Reconstructing Human Expressiveness in Piano Performances with a Transformer NetworkTang J Wiggins G Fazekas G
In
Arxiv 09-06-2023 CONDITIONING AND SAMPLING IN VARIATIONAL DIFFUSION MODELS FOR SPEECH SUPER-RESOLUTIONYu C-Y Yeh S-L Fazekas G 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 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
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 Fazekas G
International Conference on Learning Representations.
19-04-2023 SketchSynth: Cross-Modal Control of Sound SynthesisLobbers S Thorpe L
EvoMUSART Brno, Czech Republic 12 Apr 2023 - 14 Apr 2023.
01-04-2023 AI as mediator between composers, sound designers, and creative media producersLöbbers S Barthet M Fazekas G
In
Arxiv 02-03-2023 GENDER-CODED SOUND: ANALYSING THE GENDERING OF MUSIC IN TOY COMMERCIALS VIA MULTI-TASK LEARNINGMarinelli L Fazekas G Saitis C
Proceedings of The International Society For Music Information Retrieval Conference vol. 2023, 166-173.
01-01-2023 SINGING VOICE SYNTHESIS USING DIFFERENTIABLE LPC AND GLOTTAL-FLOW-INSPIRED WAVETABLESYu CY
In
Proceedings of The International Society For Music Information Retrieval Conference 667-675.
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
IEEE Internet of Things Journal,
Institute of Electrical and Electronics Engineers (IEEE) vol. 10 (13), 11264-11292.
01-01-2023 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 Tovstogan P
Corr vol. abs/2311.10057
01-01-2023 2022
Contrastive audio-language learning for musicManco I Benetos E 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 Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) 4 Dec 2022 - 8 Dec 2022.
04-12-2022 Rigid-Body Sound Synthesis with Differentiable Modal ResonatorsDiaz R Hayes B Saitis C Fazekas G Sandler M
In
Arxiv 27-10-2022 Sinusoidal Frequency Estimation by Gradient DescentHayes B Fazekas G
In
Arxiv 26-10-2022 CompldNet: Sheet Music Composer Identification using Deep Neural NetworkWalwadkar D Shatri E
4th International Workshop on Reading Music Systems Online 18 Nov 2022.
01-10-2022 Transfer Learning for Violinist IdentificationZhao Y Fazekas G Sandler M
2022 30th European Signal Processing Conference (EUSIPCO)., 239-243.
29-08-2022 Contrastive Audio-Language Learning for MusicManco I Benetos E Quinton E
In
Arxiv 25-08-2022 Seeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketchesL�bbers S
International Computer Music Conference Limerick, Ireland 3 Jul 2022 - 9 Jul 2022.
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 et al.
Journal of Web Semantics, 100735-100735.
01-07-2022 Learning music audio representations via weak language supervisionManco I Benetos E Quinton E
2022 IEEE International Conference on Acoustics, Speech and Signal Processing Singapore 22 May 2022 - 27 May 2022., 456-460.
22-05-2022 Seeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketchesLöbbers S Fazekas G
In
Arxiv 18-05-2022 Disembodied Timbres: A Study on Semantically Prompted FM SynthesisHayes B Saitis C
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 Lostanlen V Fazekas G
arXiv.
04-05-2022 Differentiable Time-Frequency Scattering on GPUMuradeli J Vahidi C Wang C Han H Lostanlen V
In
Arxiv 18-04-2022 The Smart Musical Instruments OntologyTurchet L Bouquet P Molinari A
Journal of Web Semantics,
Elsevier vol. 72
01-04-2022 Violinist Identification Using Note-Level Timbre Feature DistributionsZhao Y Fazekas G 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
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
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
Proceedings of the International Congress on Acoustics.
01-01-2022 Learning Music Audio Representations Via Weak Language Supervision.Manco I Benetos E Quinton E
ICASSP., 456-460.
01-01-2022 2021
Zero-shot Singing Technique ConversionO'Connor B Fazekas G Dixon S
Computer Music Multidisciplinary Research Tokyo 15 Nov 2021 - 19 Nov 2021., 235-244.
15-11-2021 Neural Waveshaping SynthesisHayes B Saitis C
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 Sandler M
29th European Signal Processing Conference (EUSIPCO) 23 Aug 2021 - 27 Aug 2021., 381-385.
23-08-2021 Performer Identification From Symbolic Representation of Music Using Statistical ModelsRafee SRM Fazekas G ~Wiggins GA
In
Arxiv 05-08-2021 Sketching sounds: an exploratory study on sound-shape associationsLöbbers S Barthet M
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
3rd International Workshop on Reading Music Systems Alicante, Spain 23 Jul 2021.
23-07-2021 MusCaps: generating captions for music audioManco I Benetos E Quinton E
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
The International Joint Conference on Neural Networks 18 Jul 2021 - 22 Jul 2021.
18-07-2021 DoReMi: First glance at a universal OMR datasetShatri E Fazekas G
In
Arxiv 16-07-2021 Sketching sounds: an exploratory study on sound-shape associationsLöbbers S Barthet M Fazekas G
In
Arxiv 15-07-2021 Neural Waveshaping SynthesisHayes B Saitis C
In
Arxiv 11-07-2021 Intelligent control method for the dynamic rangecompressor: A user studySingh S
Journal of The Audio Engineering Society,
Audio Engineering Society 07-07-2021 A Modulation Front-End for Music Audio TaggingVahidi C Saitis C
In
Arxiv 25-05-2021 Transfer Learning for Piano Sustain-Pedal DetectionLiang B Fazekas G Sandler M
In
Arxiv 24-03-2021 Context-Aware Intelligent Mixing SystemsLefford MN Bromham G
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
Applied Sciences,
Mdpi vol. 11 (2)
06-01-2021 NEURAL WAVESHAPING SYNTHESISHayes B Saitis C
In
Proceedings of The International Society For Music Information Retrieval Conference 254-261.
01-01-2021 A Novel Dataset for the Identification of Computer Generated Melodies in the CSMT ChallengeLi S Jing Y
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 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 Fazekas G
Corr vol. abs/2112.04214
01-01-2021 MusCaps: Generating Captions for Music Audio.Manco I Benetos E Quinton E
IJCNN., 1-8.
01-01-2021 2020
An Exploratory Study on Perceptual Spaces of
the Singing VoiceO'Connor B Dixon S 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
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
In
Arxiv 24-09-2020 Timbre Space Representation of a Subtractive SynthesizerVahidi C Fazekas G Saitis C
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
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
Sensors (Basel, Switzerland),
Mdpi Ag vol. 20 (16), 1-14.
13-08-2020 Cloud-smart Musical Instrument InteractionsTurchet L Pauwels J Fischione C 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 Sandler M
17th Sound and Music Computing Conference 24 Jun 2020 - 27 Jun 2020. vol. 2020-June, 185-192.
24-06-2020 Optical Music Recognition: State of the Art and Major ChallengesShatri E Fazekas G
In
Arxiv 14-06-2020 The Internet of Audio Things: State of the Art, Vision, and ChallengesTurchet L Fazekas G Lagrange M Ghadikolaei HS
IEEE Internet of Things Journal vol. 7 (10), 10233-10249.
25-05-2020 Optical Music Recognition: State of the Art and Major ChallengesShatri E 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
Journal of Web Semantics vol. 60
22-01-2020 A Critical Look at the Applicability of Markov Logic Networks for Music Signal AnalysisPauwels J Fazekas G Sandler MB
In
Arxiv 16-01-2020 The Internet of Musical Things OntologyTurchet L Antoniazzi F Viola F Giunchiglia F Fazekas G
In
Ssrn Electronic Journal 01-01-2020 Biophysiologically synchronous computer generated music improves performance and reduces perceived effort in trail runnersWilliams D Fazenda B
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
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 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 Daneilsen A
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 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 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 Fazekas G
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 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
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
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 Fazekas G
Proceedings of the 1st International Workshop on Semantic Applications for Audio and Music., 46-53.
09-10-2018 PrefaceBechhofer S Fazekas G
ACM International Conference Proceeding Series.
09-10-2018 Exploring Real-time Visualisations to Support Chord Learning with a Large Music CollectionPauwels J Xambo Sedo A Roma G Barthet M 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 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 Sandler M
2018 Joint Workshop on Machine Learning for Music Stockholm, Sweden 14 Jul 2018.
14-07-2018 Measurement, Recognition and Visualisation of Piano Pedalling Gestures and TechniquesLiang B Fazekas G
Jaes Special Issue on Participatory Sound and Music Interaction Using Semantic Audio vol. 2, xxxx-xxxx.
18-06-2018 Measurement, recognition, and visualization of piano pedaling gestures and techniquesLiang B Fazekas G Sandler M
Aes: Journal of The Audio Engineering Society vol. 66 (6), 448-456.
18-06-2018 The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music TaggingChoi K Fazekas G Sandler M Cho K
IEEE Transactions on Emerging Topics in Computational Intelligence,
IEEE vol. 2 (2), 139-149.
23-03-2018 A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music TaggingChoi K Fazekas G Sandler M 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 Barthet M
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 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
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
Proc. International Conference on Museums and the Web 2018, April 18-21, Vancouver, Canada..
01-01-2018 The impact of compressor ballistics on the perceived style of musicBromham G Moffat D Barthet M
145th Audio Engineering Society International Convention AES 2018.
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 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
ISMIR 2017., 141-149.
24-10-2017 Transfer learning for music classification and regression tasksCHOI K FAZEKAS G SANDLER M 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 Fazekas G
International Semantic Web Conference (ISWC) Vienna, Austria 21 Oct 2017 - 25 Oct 2017. vol. 10588
21-10-2017 A Tutorial on Deep Learning for Music Information RetrievalChoi K Fazekas G Cho K Sandler M
In
Arxiv 13-09-2017 A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music TaggingChoi K Fazekas G Cho K Sandler M
In
Arxiv 06-09-2017 Welcome to Audio Mostly 2017!Fazekas G 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
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 Weigl D Wilmering T
ACM/IEEE Joint Conference on Digital Libraries (JCDL)., 1-10.
19-06-2017 The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music TaggingChoi K Fazekas G Cho K Sandler M
In
Arxiv 07-06-2017 Transfer learning for music classification and regression tasksChoi K Fazekas G Sandler M Cho K
In
Arxiv 27-03-2017 Automatic Control Of The Dynamic Range Compressor Using A Regression Model And A Reference SoundSheng D 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 Sandler M
Proc. of the International Conference on New Interfaces for Musical Expression (NIME), May 15-18, Copenhagen, Denmark., 325-329.
01-01-2017 A Tutorial on Deep Learning for Music Information RetrievalChoi K Fazekas G Cho K
Journal Paper - arXiv preprint.
01-01-2017 Feature design for intelligent control of the dynamic range compressor using audio decompositionSheng D
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 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 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
01-01-2017 Bridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio ApplicationsWilmering T Thalmann F Fazekas G 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 Sandler M
Proc. 143 Convention of the Audio Engineering Society, Oct. 18-12, New York, USA.
01-01-2017 Discovering Feature Relevance in Pedalling Analyses of Piano MusicLiang B Fazekas G
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 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 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 Fazekas G SM
17-10-2016 Convolutional Recurrent Neural Networks for Music ClassificationChoi K Fazekas G Sandler M Cho K
In
Arxiv 14-09-2016 Towards Music Captioning: Generating Music Playlist DescriptionsChoi K Fazekas G McFee B Cho K Sandler M
In
Arxiv 17-08-2016 Explaining Deep Convolutional Neural Networks on Music ClassificationChoi K Fazekas G Sandler M
In
Arxiv 08-07-2016 Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track TransitionsChoi K Fazekas G Sandler M
In
Arxiv 07-06-2016 Automatic tagging using deep convolutional neural networksChoi K Fazekas G Sandler M
In
Arxiv 01-06-2016 Text-based LSTM networks for Automatic Music CompositionChoi K Fazekas G Sandler M
In
Arxiv 18-04-2016 Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood AnnotationSaari P Fazekas G Eerola T Barthet M Lartillot O S 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 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 Sandler M
Proc. of the 2nd Web Audio Conference (WAC), April 4–6, Atlanta, Georgia, USA..
01-01-2016 The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile DevicesThalmann F Carrillo G Wiggins GA 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 Sandler M
Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA.
01-01-2016 Crossroads: Interactive Music Systems Transforming Performance, Production and ListeningBarthet M Fazekas G Thalmann F Sandler M 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 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 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 MusicWeb: Music discovery with open linked semantic metadataMora-McGinity M Allik A Fazekas G Sandler M
Communications in Computer and Information Science. vol. 672, 291-296.
01-01-2016 Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo DesignerThalmann F Fazekas G Wiggins GA 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 Sandler M
Journal of The Audio Engineering Society vol. 64, 673-682.
01-01-2016 Semantic description of timbral transformations in music productionStables R De Man B Enderby S Reiss JD Fazekas G Wilmering T
Proc. ACM Multimedia, Oct. 15-19, Amsterdam, Netherlands., 337-341.
01-01-2016 Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, GermanyJuric D Fazekas G
01-01-2016 The Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, JapanAllik A Fazekas G Sandler M
01-01-2016 Hybrid music recommender using content-based and social informationChiliguano P
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
Proc. AES 61st International Conference on Audio for Games, Feb 10–12, London, UK.
01-01-2016 An Ontology for Audio FeaturesAllik A Fazekas G 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 A Higher-Dimensional Expansion of Affective Norms for English Terms for Music TaggingBuccoli M Zanoni M Fazekas G Sarti A 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 2015
Understanding Music PlaylistsChoi K Fazekas G Sandler M
In
Arxiv 22-11-2015 Auralisation of Deep Convolutional Neural Networks: Listening to Learned FeaturesCHOI K Fazekas G sandler MARK Kim J
International Society for Music Information Retrieval Conference Malaga, Spain 26 Oct 2015 - 30 Oct 2015.
30-10-2015 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 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 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 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 Sandler M
Proc. of the ACM Audio Mostly International Conference, 7-9 Oct. Thessaloniki, Greece..
01-01-2015 Audio effects data on the semantic webWilmering T Fazekas G Allik A Sandler MB
139th Audio Engineering Society International Convention, AES 2015.
01-01-2015 Understanding Music PlaylistsChoi K Fazekas G 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 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 Sandler M
Proceedings of the 138th Convention of the Audio Engineering Society (AES), 7-10 May, Warsaw, Poland..
01-01-2015 Convergence of technologies to connect audio with meaning: from Semantic Web ontologies to semantic audio productionFazekas G
01-01-2015 The Organ Web AppLiang B Fazekas G
Proc. of the 16th International Society for Music Information Retrieval (ISMIR-15) conference, Late-breaking session, Oct. 26-30, Malaga, Spain.
01-01-2015 Towards High Level Feature Extraction from Large Live Music Recording ArchivesWilmering T Fazekas G Dixon S
International Conference on Machine Learning (ICML), Machine Learning for Music Discovery Workshop, 6-11 July, Lille, France.
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 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 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
Society for Education, Music and Psychology Research (SEMPRE’14) conference, April 3-4, London, UK., 143-147.
01-01-2014 A framework for automatic ontology generation based on semantic audio analysisKolozali S Fazekas G Barthet M Sandler M
Proc. of the AES 53rd International Conference on Semantic Audio, Jan, 26-29., London, UK.
01-01-2014 Novel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor FrameworkFazekas G Barthet M Sandler M
01-01-2014 Selection of audio features for music emotion recognition using production musicBaume C Fazekas G Barthet M Martson D 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 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 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 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 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
Workshop on Semantic Technologies for Research in the Humanities and Social Sciences (STRiX), November 24-25, Gothenburg, Sweden.
01-01-2014 Extending Tagging Ontologies with Domain Specific KnowledgeFont F Oramas S Fazekas G
Presented at the 13th International Semantic Web Conference (ISWC), 19-23 October, Trento, Italy.
01-01-2014 Design and Evaluation of Onset Detectors Using Different Fusion PoliciesTian M Fazekas G Black DAA 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
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 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 A second screen music discovery and recommendation service based on social and cultural factorsFazekas G Kudumakis P
In
Submitted in Response to The Digital Media Project (Dmp) Hybrid Media Services Call 01-01-2014 2013
Automatic Ontology Generation for Musical Instruments Based on Audio AnalysisKolozali S Barthet M Fazekas G 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 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 Sandler M
228-252.
01-01-2013 Audio Effect Classification Based on Auditory Perceptual AttributesWilmering T Fazekas G 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 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 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 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 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 Sandler M
SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS. vol. 7955, 285-286.
01-01-2013 Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tagsSaari P Barthet M Fazekas G Eerola T 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 Using Semantic Layer Projection for Enhancing Music Mood Prediction With Audio FeaturesSaari P Eerola T
Proc. of the Sound and Music Computing Conference (SMC’13), Stockholm, Sweden.
01-01-2013 Evaluation of the Mood Conductor Interactive System Based on Audience and Performers’ PerspectivesLou T Barthet M
Proc. of the 10th International Symposium on Computer Music Multidisciplinary Research (CMMR’13), 15-18 October, Marseille, France..
01-01-2013 The Audio Effects OntologyWilmering T Fazekas G Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil.
01-01-2013 Using Tags to Select Stimuli in the Study of Music and EmotionSong Y Dixon S Pearce M
Proc. 3rd International Conference on Music and Emotion (ICME), June 11-15, Jyväskylä, Finland.
01-01-2013 Semantic Metadata for Music Production ProjectsWilmering T Fazekas G 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 The Mood Conductor System: Audience and Performer Interaction using Mobile Technology and Emotion CuesFazekas G Barthet M 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 Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil.
01-01-2013 A Study of Cultural Dependence of Perceived Mood in Greek MusicKosta K Song Y Fazekas G Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil., 317-322.
01-01-2013 Design and Evaluation of Semantic Mood Models for Music Recommendation Using Editorial TagsBarthet M Marston D Baume C
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil., 421-426.
01-01-2013 Content-based Emotion Categorisation Analysis of Chinese Cultural Revolution SongsTian M Black DAA Kranenburg PV Anagnostopoulou C Volk A
Proc. of the 3rd International Workshop on Folk Music Analysis (FMA’13), 6-7 June, Amsterdam, Netherlands.
01-01-2013 Design and evaluation of semantic mood models for music recommendationBarthet M Marston D Baume C Fazekas G Sandler M
Proceedings of the 14th International Society for Music Information Retrieval Conference Ismir 2013., 421-426.
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 Kelly M Martz S 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 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 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 Dixon S 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 Sandler M
Proc. of the 133rd Convention of the Audio Engineering Society, San Francisco, CA, USA.
01-01-2012 Semantic Web and Semantic Audio TechnologiesFazekas G Wilmering T
01-01-2012 Social Media Retrieval for Music EducationBarthet M Fazekas G Dixon S 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
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 Sandler MB
Proceedings of the 12th International Society for Music Information Retrieval Conference Ismir 2011., 471-476.
01-12-2011 Knowledge representation issues in musical instrument ontology designKolozali S Fazekas G Barthet M 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 Sandler M
01-01-2011 Music recommendation for music learning: Hotttabs a multimedia guitar tutorBarthet M Anglade A Fazekas G 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 A knowledge representation framework for context-dependent audio processingFazekas G 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 Sandler MB
Proc. of the 14th International Conference on Digital Audio Effects (DAFx-11)., 19-23.
01-01-2011 The Studio Ontology FrameworkFazekas G 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 Tempest - harpsichord temperament estimation in a Semantic Web environmentTidhar D Fazekas G Mauch M 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 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 Sandler M
in Proceedings of the 128th Convention of the Audio Engineering Society, London.
01-01-2010 The musical instrument ontologyKolozali S Barthet M Sandler M
presented at the Digital Music Research Network Workshop, 21 Dec., London, UK..
01-01-2010 TempEst - Temperament estimation Web serviceFazekas G Tidhar D
presented at the Digital Music Research Network Workshop.
01-01-2010 The music ontology specificationRaimond Y Gängler T Giasson F Jacobson K Reinhardt S
01-01-2010 Towards the automatic generation of a Semantic Web ontology for musical instrumentsKolozali S Barthet M Fazekas G 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 Dixon S
Presented at the 11th International Society for Music Information Retrieval Conference (ISMIR’10), Late-breaking session.
01-01-2010 2009
Publishing Music Similarity Features on the Semantic WebTidhar D Fazekas G Kolozali S Sandler M
Proc. of the 10th International Society for Music Information Retrieval (ISMIR-09) conference, Oct., Kobe, Japan.
01-01-2009 Ontology based information management in music productionFazekas G Sandler M
Proc. 126th Convention of the Audio Engineering Society, Munich, Germany.
01-01-2009 Novel methods in information management for advanced audio workflowsFazekas G Sandler M
Proc. of the 12th International Conference on Digital Audio Effects (DAFx-09), Como, Italy.
01-01-2009 Uncovering the details of music production using ontologiesFazekas G
Presented at the Unlocking Audio 2 Conference, 16-17 March, London, UK.
01-01-2009 A Demonstration of Sonic VisualiserCannam C Fazekas G
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
01-01-2009 Reusable metadata and software components for automatic audio analysisFazekas G Cannam C 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
A framework for producing rich musical metadata in creative music productionFazekas G Raimond Y Sandler M
Proc. of the 125th Convention of the Audio Engineering Society, San Francisco, USA.
01-01-2008 Ontology based information management in music productionFazekas G
Presented at the Digital Music Research Network Workshop, Dec., London, UK.
01-01-2008 2007
Intelligent editing of studio recordings with the help of automatic music structure extractionFazekas G Sandler M
Proc. of the 122nd Convention of the Audio Engineering Society, Vienna, Austria.
01-01-2007 Structural decomposition of recorded vocal performances and its application to intelligent audio editingFazekas G Sandler M
Proc. of the 123rd Convention of the Audio Engineering Society, New York, USA.
01-01-2007 Music2Latent: Consistency Autoencoders for Latent Audio CompressionPasini M Lattner S FAZEKAS G
International Society for Music Information Retrieval 2024.
Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGANShatri E Palavala K Fazekas G
IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024) Washington D.C., US 15 Dec 2024 - 18 Dec 2024.
Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning ApproachShatri E Raymond D Fazekas G
6th IEEE International Image Processing, Applications and Systems Conference Lyon, France 9 Jan 2025 - 11 Jan 2025.
Crafting Handwritten Notations: Towards Sheet Music GenerationTirupati N Shatri E Fazekas G
6th International Workshop on Reading Music Systems Online 22 Nov 2024.
DiffVox: A Differentiable Model for Capturing and Analysing Professional Effects DistributionsYu C-Y Martinez Ramirez M Koo J Hayes B Liao W-H Fazekas G Mitsufuji Y
International Conference on Digital Audio Effects.
Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music GenerationZhang J Fazekas G Saitis C
International Joint Conference on Neural Networks.
Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian PriorYu C-Y Martinez Ramirez M Koo J Liao W-H Mitsufuji Y Fazekas G
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 1 Jan 1970 - 12 Oct 2025.
Towards Music Captioning: Generating Music Playlist DescriptionsCHOI K fazekas G sandler M McFee B Cho K
Late-Breaking/Demo session of 17th International Society of Music Information Retrieval (ISMIR) Conference New York.
Audio Commons ontology: a data model for an audio content ecosystemCERIANI MG FAZEKAS G
The 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA 8 Oct 2018 - 12 Oct 2018.
Collaborative human and machine creative interaction driven through affective response in live coding systemsWilson E Fazekas G Wiggins G
International Conference on Live Interfaces.
Disembodied Timbres: a Study on Semantically Prompted FM SynthesisHayes B Saitis C Fazekas G
In
Psyarxiv The Role of Communication and Reference Songs in the Mixing Process: Insights from Professional Mix EngineersVanka S Fazekas G Safi M Rolland J-B
Journal of The Audio Engineering Society,
Audio Engineering Society
