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Publications: Prof Simon Dixon

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Pilataki M, Mauch M, Dixon S ( 2024 ) . Pitch-aware generative pretraining improves multi-pitch estimation with scarce data . Conference: Proceedings of the 6th ACM International Conference on Multimedia in Asia1 - 8 .
Dixon S, Guinot J, Yusuf F ( 2024 ) . DMRN+19: Digital Music Research Network One-day Workshop 2024 . Editors: Bort, A , Conference: DMRN+19: Digital Music Research Network One-day Workshop 2024 ( Arst Two - QMUL (Queen Mary University of London); London E1 4NS, UK. ) from: 17/12/2024 to: 17/12/2024 ,
Chang SK, Benetos E, KIRCHHOFF H, Dixon S ( 2024 ) . ˜YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation . Conference: IEEE International Workshop on Machine Learning for Signal Processing (MLSP) ( London, UK ) from: 25/09/2024 to: 22/09/2024 ,
Zhang Y, Ikemiya Y, Xia G, Murata N, Martinez M, Liao W, Mitsufuji Y, Dixon S ( 2024 ) . MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models . Conference: International Joint Conference on Artificial Intelligence ( Jeju, Koera ) from: 03/08/2024 to: 08/08/2024 ,
Zhang H, Chowdhury S, Cancino-Chacón CE, Liang J, Dixon S, Widmer G ( 2024 ) . DExter: Learning and Controlling Performance Expression with Diffusion Models . Applied Sciences vol. 14 , ( 15 ) Article 6543 , 1 - 17 .
Morsi A, Zhang H, Maezawa A, Dixon S, Serra X ( 2024 ) . Simulating Piano Performance Mistakes for Music Learning . Conference: Sound and Music Computing Conference from: 04/07/2024 to: 06/07/2024 ,
Riley J, Dixon S ( 2024 ) . Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline . Conference: Sound and Music Computing Conference ( Porto ) from: 04/07/2024 to: 06/07/2024 ,
Müller M, Dixon S, Volk A, Sturm BLT, Rao P, Gotham M ( 2024 ) . Introducing the TISMIR Education Track: What, Why, How? . Transactions of the International Society for Music Information Retrieval vol. 7 , ( 1 ) 85 - 98 .
Luo Y-J, Ewert S, Dixon S ( 2024 ) . Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder . Conference: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 1036 - 1040 .
Riley JX, EDWARDS D, Dixon S ( 2024 ) . High Resolution Guitar Transcription via Domain Adaptation . Conference: International Conference on Acoustics, Speech and Signal Processing ( Seoul, South Korea ) from: 14/04/2024 to: 19/04/2024 ,
Luo Y-J, Dixon S ( 2024 ) . Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion . Conference: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 14/04/2024 to: 19/04/2024 , 11676 - 11680 .
EDWARDS D, Dixon S, Benetos E, Maezawa A, Kusaka Y ( 2024 ) . A Data-Driven Analysis of Robust Automatic Piano Transcription . IEEE Signal Processing Letters vol. 31 , 681 - 685 .
Riley X, Dixon S, Riley J ( 2023 ) . FiloBass: A Dataset and Corpus Based Study of Jazz Basslines . Conference: 24th conference of the International Society for Music Information Retrieval (ISMIR) ( Milan, Italy ) from: 05/11/2023 to: 09/11/2023 ,
Zhang H, Emmanouil K, Simon D, Gerhard W, Carlos Eduardo C-C ( 2023 ) . Symbolic Music Representations for Classification Tasks: A Systematic Evaluation . Conference: 24th International Society for Music Information Retrieval Conference (ISMIR) from: 05/11/2023 to: 09/11/2023 ,
Shanin I, Dixon S ( 2023 ) . Annotating Jazz Recordings Using Lead Sheet Alignment with Deep Chroma Features . Conference: 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) vol. 00 , 1 - 5 .
Edwards D, Dixon S, Benetos E ( 2023 ) . PiJAMA: Piano Jazz with Automatic MIDI Annotations . Transactions of the International Society for Music Information Retrieval vol. 6 , ( 1 ) 89 - 102 .
Riley X, Dixon S, Riley J ( 2023 ) . CREPE NOTES: A NEW METHOD FOR SEGMENTING PITCH CONTOURS INTO DISCRETE NOTES . Conference: Sound and Music Computing Conference ( Stockholm, Sweden ) from: 13/06/2023 to: 17/06/2023 ,
O'Connor B, Dixon S ( 2023 ) . A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion . Conference: Sound and Music Computing ( Stockholm, Sweden ) from: 14/06/2023 to: 17/06/2023 , 289 - 295 .
Zhang H, Dixon S ( 2023 ) . Disentangling the Horowitz Factor: Learning Content and Style From Expressive Piano Performance . Conference: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)1 - 5 .
Bunks C, Weyde T, Dixon S, Di Giorgi B ( 2023 ) . MODELING HARMONIC SIMILARITY FOR JAZZ USING CO-OCCURRENCE VECTORS AND THE MEMBRANE AREA . 24th International Society for Music Information Retrieval Conference, ISMIR 2023 - Proceedings . 757 - 764 .
Bestagini P, Dixon S, Liang B, Richard G, Sarti A, Antonacci F, Sandler M ( 2023 ) . Preface . 24th International Society for Music Information Retrieval Conference, ISMIR 2023 - Proceedingsxi - xvi .
Zhang H, Tang J, Rafee S, Dixon S, Fazekas G ( 2022 ) . ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE . https://doi.org/10.5281/zenodo.7676768 . Conference: 23rd International Society for Music Information Retrieval Conference (ISMIR 2022) from: 04/12/2022 to: 08/12/2022 ,
Luo YJ, Ewert S, Dixon S ( 2022 ) . Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio . IJCAI International Joint Conference on Artificial Intelligence . Conference: International Joint Conference on Artificial Intelligence3299 - 3305 .
Proutskova P, Wolff D, Fazekas G, Frieler K, Höger F, Velichkina O, Solis G, Weyde T et al. ( 2022 ) . The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz . Journal of Web Semantics100735 - 100735 .
Zhang Y, Jiang J, Xia G, Dixon S ( 2022 ) . INTERPRETING SONG LYRICS WITH AN AUDIO-INFORMED PRE-TRAINED LANGUAGE MODEL . Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022 . 19 - 26 .
Agrawal R, Wolff D, Dixon S ( 2021 ) . A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization . IEEE Signal Processing Letters vol. 29 , 344 - 348 .
O'Connor B, Fazekas G, Dixon S ( 2021 ) . Zero-shot Singing Technique Conversion . https://cmmr2021.github.io/proceedings/pdffiles/CMMR2021_proceedings.pdf . Conference: Computer Music Multidisciplinary Research ( Tokyo ) from: 15/11/2021 to: 19/11/2021 , 235 - 244 .
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S ( 2021 ) . Pitch-informed instrument assignment using a deep convolutional network with multiple kernel shapes . Conference: 22nd International Society for Music Information Retrieval Conference (ISMIR) from: 09/11/2021 to: 12/11/2021 , 389 - 395 .
Foster D, Dixon S ( 2021 ) . Filosax: A Dataset of Annotated Jazz Saxophone Recordings . Conference: 22nd International Society for Music Information Retrieval Conference ( Online ) from: 08/11/2021 to: 12/11/2021 ,
O'Hanlon K, Benetos E, Dixon S ( 2021 ) . Detecting cover songs with pitch class key-invariant networks . Conference: IEEE International Workshop on Machine Learning for Signal Processing (MLSP) ( Gold Coast, Queensland, Australia ) from: 25/10/2021 to: 28/10/2021 ,
Demirel E, Ahlbäck S, Dixon S ( 2021 ) . Computational Pronunciation Analysis in Sung Utterances . European Signal Processing Conference . Conference: European Signal Processing Conference vol. 2021-August , 186 - 190 .
Demirel E, Ahlbäck S, Dixon S ( 2021 ) . Low resource audio-to-lyrics alignment from polyphonic music recordings . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing from: 06/06/2021 to: 11/06/2021 , vol. 2021-June , 586 - 590 .
Agrawal R, Wolff D, Dixon S ( 2021 ) . Structure-Aware Audio-to-Score Alignment Using Progressively Dilated Convolutional Neural Networks . ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . Conference: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 06/06/2021 to: 11/06/2021 ,
Zhang Y, Xia G, Levy M, Dixon S ( 2021 ) . COSMIC: A Conversational Interface for Human-AI Music Co-Creation . Conference: New Interfaces for Musical Expression from: 14/07/2021 to: 18/06/2021 ,
Demirel E, Ahlbäck S, Dixon S ( 2021 ) . MSTRE-NET: MULTISTREAMING ACOUSTIC MODELING FOR AUTOMATIC LYRICS TRANSCRIPTION . Proceedings of the 22nd International Conference on Music Information Retrieval, ISMIR 2021 . 151 - 158 .
Lordelo C, Benetos E, Dixon S, Ahlbäck S ( 2021 ) . PITCH-INFORMED INSTRUMENT ASSIGNMENT USING A DEEP CONVOLUTIONAL NETWORK WITH MULTIPLE KERNEL SHAPES . Proceedings of the 22nd International Conference on Music Information Retrieval, ISMIR 2021 . 389 - 395 .
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S, Ohlsson P ( 2020 ) . Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation . IEEE Signal Processing Letters vol. 28 , 81 - 85 .
O'Connor B, Dixon S, Fazekas G ( 2020 ) . An Exploratory Study on Perceptual Spaces of the Singing Voice . Conference: The 2020 Joint Conference on AI Music Creativity ( Proceedings of the 2020 Joint Conference on AI Creativity ) from: 23/10/2020 to: 19/10/2020 , vol. 1 ,
Agrawal R, Dixon S . Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment . Conference: 2020 28th European Signal Processing Conference ( Amsterdam, The Netherlands )
Demirel E, Ahlbäck S, Dixon S ( 2020 ) . Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention . Conference: 2020 International Joint Conference on Neural Networks (IJCNN) vol. 00 , 1 - 8 .
MISHRA S, Benetos E, Sturm B, Dixon S ( 2020 ) . Reliable Local Explanations for Machine Listening . Conference: International Joint Conference on Neural Networks (IJCNN) ( Glasgow, UK ) from: 19/07/2020 to: 24/07/2020 ,
Stoller D, Tian M, Ewert S, Dixon S ( 2020 ) . Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling . Conference: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence2893 - 2900 .
Stoller D, Ewert S, Dixon S ( 2020 ) . TRAINING GENERATIVE ADVERSARIAL NETWORKS FROM INCOMPLETE OBSERVATIONS USING FACTORISED DISCRIMINATORS . 8th International Conference on Learning Representations, ICLR 2020 .
KUDUMAKIS P, Dixon S . DMRN+14: Digital Music Research Network Workshop Proceedings 2019 . Editors: KUDUMAKIS, P, Dixon, S , Conference: DMRN+14: Digital Music Research Network Workshop 2019 ( Centre for Digital Music, Queen Mary University of London ) from: 17/12/2019
Frieler K, Basaran D, Höger F, Crayencour H-C, Peeters G, Dixon S ( 2019 ) . Don’t hide in the frames: Note- and pattern-based evaluation of automated melody extraction algorithms . Conference: 6th International Conference on Digital Libraries for Musicology25 - 32 .
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S ( 2019 ) . Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation . http://www.waspaa.com/ . Conference: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics ( New Paltz, NY, USA ) from: 20/10/2019 to: 23/10/2019 , 40 - 44 .
Mehrabi A, Dixon S, Sandler M ( 2019 ) . Erratum: Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds (PLOS ONE (2019)14:8 (e0221722) DOI:10.1371/journal.pone.0219955) . PLoS One vol. 14 , ( 8 )
Rodríguez-Algarra F, Sturm BL, Dixon S ( 2019 ) . Characterising Confounding Effects in Music Classification Experiments through Interventions . Transactions of the International Society for Music Information Retrieval vol. 2 , ( 1 ) 52 - 66 .
Dai J, Dixon S ( 2019 ) . Intonation trajectories within tones in unaccompanied soprano, alto, tenor, bass quartet singing . J Acoust Soc Am vol. 146 , ( 2 ) 1005 - 1005 .
Mehrabi A, Dixon S, Sandler M ( 2019 ) . Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds . PLoS One vol. 14 , ( 7 ) e0219955 - e0219955 .
Agrawal R, Dixon S ( 2019 ) . A Hybrid Approach to Audio-to-Score Alignment . Conference: Machine Learning for Music Discovery Workshop at International Conference on Machine Learning (ICML)
MISHRA S, STOLLER D, BENETOS E, STURM B, DIXON S ( 2019 ) . GAN-based Generation and Automatic Selection of Explanations for Neural Networks . https://sites.google.com/view/safeml-iclr2019 . Conference: SafeML ICLR 2019 Workshop ( New Orleans, USA ) from: 06/05/2019 to: 06/05/2019 ,
Nakamura E, Nishikimi R, Dixon S, Yoshii K ( 2019 ) . Probabilistic Sequential Patterns for Singing Transcription . 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings . Conference: 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference1905 - 1912 .
Dai J, Dixon S ( 2019 ) . Singing together: Pitch accuracy and interaction in unaccompanied unison and duet singing . J Acoust Soc Am vol. 145 , ( 2 ) 663 - 663 .
BENETOS E, DIXON S, Duan Z, EWERT S ( 2019 ) . Automatic Music Transcription: An Overview . IEEE Signal Processing Magazine vol. 36 , ( 1 ) 20 - 30 .
KUDUMAKIS P, DIXON S ( 2018 ) . DMRN+13: Digital Music Research Network Workshop Proceedings 2018 . Editors: KUDUMAKIS, P, DIXON, S , Conference: DMRN+13: Digital Music Research Network Workshop 2018 ( Centre for Digital Music, Queen Mary University of London ) from: 18/12/2018
Dai J, Dixon S ( 2019 ) . Understanding Intonation Trajectories and Patterns of Vocal Notes . Lecture Notes in Computer Science . vol. 11296 , 243 - 253 .
Stoller D, Akkermans V, Dixon S ( 2018 ) . Detection of cut-points for automatic music rearrangement . IEEE International Workshop on Machine Learning for Signal Processing, MLSP . Conference: IEEE International Workshop on Machine Learning for Signal Processing, MLSP vol. 2018-September ,
Stoller D, Ewert S, Dixon S ( 2018 ) . Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing vol. 2018-April , 2391 - 2395 .
Mehrabi A, Choi K, Dixon S, Sandler M ( 2018 ) . Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . Conference: ICASSP 2018 vol. 2018-April , 356 - 360 .
Li S, Dixon S, Plumbley MD ( 2018 ) . A Demonstration of Hierarchical Structure Usage in Expressive Timing Analysis by Model Selection Tests . Conference: 2018 37th Chinese Control Conference (CCC) vol. 00 , 3190 - 3195 .
STOLLER D, Ewert S, DIXON S ( 2018 ) . Jointly detecting and separating singing voice: a multi-task approach . Conference: 14th International Conference on Latent Variable Analysis and Signal Separation
Nakamura E, BENETOS E, Yoshii K, DIXON S ( 2018 ) . Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing ( Calgary, Canada ) from: 15/04/2018 to: 20/04/2018 , 101 - 105 .
Weiß C, Mauch M, Dixon S, Müller M ( 2018 ) . Investigating style evolution of Western classical music: A computational approach . Musicae Scientiae vol. 23 , ( 4 ) 486 - 507 .
PANTELI M, BENETOS E, DIXON S ( 2018 ) . A review of manual and computational approaches for the study of world music corpora . Journal of New Music Research vol. 47 , ( 2 ) 176 - 189 .
Mishra S, Sturm BL, Dixon S ( 2018 ) . “What are You Listening to?” Explaining Predictions of Deep Machine Listening Systems . Conference: 2018 26th European Signal Processing Conference (EUSIPCO) vol. 00 , 2260 - 2264 .
Dixon S, Gómez E, Volk A ( 2018 ) . Editorial: Introducing the Transactions of the International Society for Music Information Retrieval . Transactions of the International Society for Music Information Retrieval vol. 1 , ( 1 ) 1 - 3 .
Frieler K, Höger F, Pfleiderer M, Dixon S ( 2018 ) . Two web applications for exploring melodic patterns in jazz solos . Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018 . 777 - 783 .
Mishra S, Sturm BL, Dixon S ( 2018 ) . Understanding a deep machine listening model through feature inversion . Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018 . 755 - 762 .
Stoller D, Ewert S, Dixon S ( 2018 ) . Wave-U-Net: A multi-scale neural network for end-to-end audio source separation . Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018 . 334 - 340 .
PANTELI M, BENETOS E, DIXON S ( 2017 ) . A computational study on outliers in world music . PLoS ONE vol. 12 , ( 12 ) Article e0189399 , 1 - 28 .
Mohamad Z, Dixon S, Harte C ( 2017 ) . Pickup position and plucking point estimation on an electric guitar via autocorrelation . J Acoust Soc Am vol. 142 , ( 6 ) 3530 - 3540 .
Di Giorgi B, Dixon S, Zanoni M, Sarti A ( 2017 ) . A data-driven model of tonal chord sequence complexity . IEEE/ACM Transactions on Audio, Speech, and Language Processing1 - 1 .
WANG S, Ewert SEBASTIAN, Dixon SIMON ( 2017 ) . Identifying Missing and Extra Notes in Piano Recordings Using Score-Informed Dictionary Learning . IEEE/ACM Transactions on Audio, Speech and Language Processing
NAKAMURA E, Yoshii K, Dixon S ( 2017 ) . Note Value Recognition for Piano Transcription Using Markov Random Fields . IEEE/ACM Transactions on Audio, Speech, and Language Processing1 - 1 .
Quinton E, Dixon S, Sandler M, O'Hanlon KO ( 2017 ) . TRACKING METRICAL STRUCTURE CHANGES WITH SPARSE-NMF . Conference: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing
Mohamad Z, Dixon S, Harte C ( 2017 ) . Pickup position and plucking point estimation on an electric guitar . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . Conference: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)651 - 655 .
Panteli M, Bittner R, Bello JP, Dixon S ( 2017 ) . Towards the characterization of singing styles in world music . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing636 - 640 .
Mehrabi A, Harte C, Baume C, Dixon S ( 2017 ) . Music thumbnailing for radio podcasts: A listener evaluation . AES: Journal of the Audio Engineering Society vol. 65 , ( 6 ) 474 - 481 .
MEHRABI A, Dixon S, Sandler ( 2017 ) . Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid . Journal of the Acoustical Society of America vol. 141 , ( 2 ) 783 - 796 .
Dai J, Dixon S ( 2017 ) . Analysis of interactive intonation in unaccompanied SATB ensembles . Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017 . 599 - 605 .
Li S, Dixon S, Plumbley MD ( 2017 ) . Clustering expressive timing with regressed polynomial coefficients demonstrated by a model selection test . Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017 . 457 - 463 .
Mohamad Z, Dixon S, Harte C ( 2017 ) . Estimating pickup and plucking positions of guitar tones and chords with audio effects . Proceedings of the International Conference on Digital Audio Effects, DAFx . 420 - 427 .
Kedyte V, Panteli M, Weyde T, Dixon S ( 2017 ) . Geographical origin prediction of folk music recordings from the United Kingdom . Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017 . 664 - 670 .
Mishra S, Sturm BL, Dixon S ( 2017 ) . Local interpretable model-agnostic explanations for music content analysis . Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017 . 537 - 543 .
SANDLER MB, quinton E, o'hanlon K, dixon S ( 2016 ) . Automatic Detection of Metrical Structure Changes . DMRN+11: Digital Music Research Network Workshop Proceedings 2016 . Conference: DMRN+11: Digital Music Research Network One-day Workshop 2016 ( Centre for Digital Music, Queen Mary University of London ) from: 20/12/2016 to: 20/12/2016 ,
MISHRA S, Sturm B, Dixon S ( 2016 ) . Explaining Predictions of Machine Listening Systems . DMRN+11: Digital Music Research Network Workshop Proceedings 2016 . Conference: DMRN+11: Digital Music Research Network One-day Workshop 2016 ( Centre for Digital Music, Queen Mary University of London ) from: 20/12/2016 to: 20/12/2016 ,
Wang S, Ewert S, Dixon S ( 2016 ) . Robust and efficient joint alignment of multiple musical performances . IEEE/ACM Transactions on Audio Speech and Language Processing vol. 24 , ( 11 ) 2132 - 2145 .
MEHRABI A, Dixon S, Sandler M ( 2016 ) . Towards a comprehensive dataset of vocal imitations of drum sounds . Conference: 2nd AES Workshop on Intelligent Music Production
Cheng T, Mauch M, Benetos E, Dixon S ( 2016 ) . An attack/decay model for piano transcription . Conference: 17th International Society for Music Information Retrieval Conference ( New York, USA ) from: 07/08/2016 to: 11/08/2016 , 584 - 590 .
Panteli M, Benetos E, Dixon S ( 2016 ) . Learning a feature space for similarity in world music . Conference: 17th International Society for Music Information Retrieval Conference ( New York, USA ) from: 07/08/2016 to: 11/08/2016 , 538 - 544 .
Panteli M, Benetos E, Dixon S ( 2016 ) . Automatic detection of outliers in world music collections . Conference: Fourth International Conference on Analytical Approaches to World Music (AAWM 2016) ( New York, USA ) from: 11/06/2016 to: 08/06/2016 ,
QUINTON E, Sandler M, Dixon S ( 2016 ) . ESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR . IEEE International Conference on Acoustics Speech and Signal Processing .
Sigtia S, Benetos E, Dixon S ( 2016 ) . An End-to-End Neural Network for Polyphonic Piano Music Transcription . IEEE/ACM Transactions on Audio, Speech, and Language Processing vol. 24 , ( 5 ) 927 - 939 .
Li S, Dixon S, Black DAA, Plumbley MD ( 2016 ) . A model selection test for factors affecting the choice of expressive timing clusters for a phrase . SMC 2016 - 13th Sound and Music Computing Conference, Proceedings . 247 - 252 .
Dai J, Dixon S ( 2016 ) . ANALYSIS OF VOCAL IMITATIONS OF PITCH TRAJECTORIES . Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016 . 87 - 93 .
Stoller D, Dixon S ( 2016 ) . Analysis and classification of phonation modes in singing . Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016 . 80 - 86 .
Panteli M, Dixon S ( 2016 ) . On the evaluation of rhythmic and melodic descriptors for music similarity . Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016 . 468 - 474 .
Song Y, Dixon S, Pearce MT, Halpern AR ( 2016 ) . Perceived and Induced Emotion Responses to Popular Music: Categorical and Dimensional Models . Music Perception vol. 33 , ( 4 ) 472 - 492 .
MOHAMAD Z, Dixon S, Harte C ( 2015 ) . Digitally Moving an Electric Guitar Pickup . Conference: International Conference on Digital Audio Effects (DAFx-15) ( Trondheim, Norway ) from: 30/11/2015 to: 03/12/2015 , 284 - 291 .
MEHRABI A, Dixon S, Sandler M ( 2015 ) . VOCAL IMITATION OF PITCH, SPECTRAL SHAPE AND LOUDNESS ENVELOPES . Conference: International Society for Music Information Retrieval Conference ( Malaga, Spain ) from: 25/10/2015 to: 30/10/2015 ,
Cheng T, Dixon S, Mauch M ( 2015 ) . Improving Piano Note Tracking by HMM Smoothing . Conference: 2015 23rd European Signal Processing Conference (EUSIPCO)2009 - 2013 .
Foster P, Dixon S, Klapuri A ( 2015 ) . Identifying Cover Songs Using Information-Theoretic Measures of Similarity . IEEE Transactions on Audio, Speech and Language Processing vol. 23 , ( 6 ) 993 - 1005 .
Sigtia S, Benetos E, Boulanger-Lewandowski N, Weyde T, Garcez ASDA, Dixon S ( 2015 ) . A Hybrid Recurrent Neural Network for Music Transcription . IEEE International Conference on Acoustics Speech and Signal Processing . Conference: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ( Brisbane, Australia ) from: 19/04/2015 to: 24/04/2015 , 2061 - 2065 .
Sigtia S, Benetos E, Boulanger-Lewandowski N, Weyde T, Garcez ASD, Dixon S ( 2015 ) . A HYBRID RECURRENT NEURAL NETWORK FOR MUSIC TRANSCRIPTION . 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP) . 2061 - 2065 .
Tubb R, Dixon S ( 2015 ) . An Evaluation of Multidimensional Controllers for Sound Design Tasks . Proceedings of the SIGCHI Conference on Human Factors in Computing Systems .
Dai J, Mauch M, Dixon S ( 2015 ) . Analysis of Intonation Trajectories in Solo Singing . 16th International Society for Music Information Retrieval Conference . 420 - 426 .
Sigtia S, Boulanger-Lewandowski N, Dixon S ( 2015 ) . Audio Chord Recognition with a Hybrid Recurrent Neural Network . 16th International Society for Music Information Retrieval Conference . 127 - 133 .
Wilmering T, Fazekas G, Dixon S, Bechhofer S, Page K ( 2015 ) . Automating Annotation of Media with Linked Data Workflows . Third International Workshop on Linked Media (LiME 2015) co-located with the WWW’15 conference, 18-22 May, Florence, Italy. .
Wang S, Ewert S, Dixon S ( 2015 ) . COMPENSATING FOR ASYNCHRONIES BETWEEN MUSICAL VOICES IN SCORE-PERFORMANCE ALIGNMENT . 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP) . 589 - 593 .
Osmalskyj J, Foster P, Dixon S, Embrechts J-J ( 2015 ) . Combining Features for Cover Song Identification . 16th International Society for Music Information Retrieval Conference . 462 - 468 .
Wang S, Ewert S, Dixon S ( 2015 ) . Compensating for Asynchronies between Musical Voices in Score-Performance Alignment . IEEE International Conference on Acoustics Speech and Signal Processing .
Mauch M, Cannam C, Bittner R, Fazekas G, Salamon J, Dai J, Bello J, Dixon S ( 2015 ) . Computer-aided Melody Note Transcription Using the Tony Software: Accuracy and Efficiency . Proceedings of the First International Conference on Technologies for Music Notation and Representation .
Song Y, Dixon S ( 2015 ) . How Well Can a Music Emotion Recognition System Predict the Emotional Responses of Participants? . 12th International Conference on Sound and Music Computing . 387 - 392 .
Cheng T, Dixon S, Mauch M ( 2015 ) . MODELLING THE DECAY OF PIANO SOUNDS . 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP) . 594 - 598 .
Cheng T, Dixon S, Mauch M ( 2015 ) . Modelling the Decay of Piano Sounds . IEEE International Conference on Acoustics Speech and Signal Processing . Conference: IEEE International Conference on Acoustics Speech and Signal Processing594 - 598 .
Tidhar D, Dixon S, Benetos E, Weyde T ( 2014 ) . The temperament police . Early Music vol. 42 , ( 4 ) 579 - 590 .
Weyde T, Cottrell S, Dykes J, Benetos E, Wolff D, Tidhar D, Gold N, Abdallah S et al. ( 2014 ) . Big Data for Musicology . Editors: Page, K, Fields, B , Conference: 1st International Digital Libraries for Musicology workshop ( London, UK ) from: 12/09/2014 to: 12/09/2014 ,
Mauch M, Frieler K, Dixon S ( 2014 ) . Intonation in unaccompanied singing: accuracy, drift, and a model of reference pitch memory . J Acoust Soc Am vol. 136 , ( 1 ) 401 - 411 .
Sigtia S, Dixon S ( 2014 ) . Improved Music Feature Learning with Deep Neural Networks . Conference: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)6959 - 6963 .
Kirchhoff H, Badeau R, Dixon S ( 2014 ) . Towards Complex Matrix Decomposition of Spectrograms Based on the Relative Phase Offsets of Harmonic Sounds . Conference: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)1572 - 1576 .
Cheng T, Dixon S, Mauch M ( 2014 ) . A Comparison of Extended Source-Filter Models for Musical Signal Reconstruction . 17th International Conference on Digital Audio Effects .
Tubb R, Dixon S ( 2014 ) . A Four Strategy Model of Creative Parameter Space Interaction . 5th International Conference on Computational Creativity .
Tubb R, Dixon S ( 2014 ) . A Zoomable Mapping of a Musical Parameter Space Using Hilbert Curves . COMPUTER MUSIC JOURNAL vol. 38 , ( 3 ) 23 - 33 .
Cheng T, Dixon S, Mauch M ( 2014 ) . A comparison of extended source-filter models for musical signal reconstruction . Proceedings of the International Conference on Digital Audio Effects, DAFx .
Tubb R, Dixon S ( 2014 ) . A four strategy model of creative parameter space interaction . Proceedings of the 5th International Conference on Computational Creativity, ICCC 2014 .
Weyde T, Cottrell S, Benetos E, Wolff D, Tidhar D, Plumbley MD, Dixon S, BARTHET MHE et al. ( 2014 ) . Digital Music Lab - A Framework for Analysing Big Music Data . http://ecda2014.eu/wp-content/uploads/2014/06/bookofabstracts.pdf . Conference: European Conference on Data Analysis (ECDA) ( Bremen )
Thompson L, Mauch M, Dixon S ( 2014 ) . Drum Transcription via Classification of Bar-level Rhythmic Patterns . Conference: 15th International Society for Music Information Retrieval Conference ( Taipei, Taiwan ) 187 - 192 .
Stowell D, Dixon S ( 2014 ) . Integration of informal music technologies in secondary school music lessons . British Journal of Music Education vol. 31 , ( 1 ) 19 - 39 .
Sigtia S, Benetos E, Cherla S, Weyde T, Garcez A, Dixon S ( 2014 ) . RNN-based Music Language Models for Improving Automatic Music Transcription . 15th International Society for Music Information Retrieval Conference . 53 - 58 .
Wang S, Ewert S, Dixon S ( 2014 ) . Robust Joint Alignment of Multiple Versions of a Piece of Music . 15th International Society for Music Information Retrieval Conference . 83 - 88 .
Foster P, Mauch M, Dixon S ( 2014 ) . Sequential Complexity as a Descriptor for Musical Similarity . IEEE Transactions on Audio, Speech, and Language Processing vol. 22 , ( 12 ) 1965 - 1977 .
BARTHET M, Benetos E, Cottrell S, Dixon S, Dykes J, Gold N, Mahey M, Plumbley MD et al. ( 2014 ) . The DML Research Project: Digital Music Lab - Analysing Big Music Data . Presented at: Workshop on "Big Data: Challenges and Applications", Imperial College, London ,
Tubb R, Dixon S ( 2014 ) . The Divergent Interface: Supporting Creative Exploration of Parameter Spaces . 14th International Conference on New Interfaces for Musical Expression .
Weiss C, Mauch M, Dixon S ( 2014 ) . Timbre-invariant Audio Features for Style Analysis of Classical Music . Joint 40th International Computer Music Conference and 11th Sound and Music Computing Conference .
Mauch M, Dixon S ( 2014 ) . pYIN: a Fundamental Frequency Estimator Using Probabilistic Threshold Distributions . Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014) . 659 - 663 .
Benetos E, Dixon S, Giannoulis D, Kirchhoff H, Klapuri A ( 2013 ) . Automatic music transcription: Challenges and future directions . Journal of Intelligent Information Systems vol. 41 , ( 3 ) 407 - 434 .
Foster P, Dixon S, Klapuri A ( 2013 ) . Identification of cover songs using information theoretic measures of similarity . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . 739 - 743 .
Kirchhoff H, Dixon S, Klapuri A ( 2013 ) . Missing template estimation for user-assisted music transcription . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings26 - 30 .
Chudy M, Dixon S ( 2013 ) . Recognising Cello Performers Using Timbre Models . Algorithms from and for Nature and Life , Springer Nature
Chudy M, Carrillo AP, Dixon S ( 2013 ) . On the relation between gesture, tone production and perception in classical cello performance . Proceedings of Meetings on Acoustics . vol. 19 ,
Serra X, Magas M, Benetos E, Chudy M, Dixon S, Flexer A, Gomez E, Gouyon F et al. ( 2013 ) . Roadmap for Music Information ReSearch . Editors: Peeters, G , The MIReS Consortium
Chudy M, Pérez Carrillo A, Dixon S ( 2013 ) . On the relation between gesture, tone production, and perception in classical cello performance . J Acoust Soc Am vol. 133 , ( 5 )
Benetos E, Dixon S ( 2013 ) . Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model . Journal of the Acoustical Society of America vol. 133 , ( 3 ) 1727 - 1741 .
Cheng T, Dixon S, Mauch M ( 2013 ) . A DETERMINISTIC ANNEALING EM ALGORITHM FOR AUTOMATIC MUSIC TRANSCRIPTION . 14th International Conference of the Society of Music Information Retrieval (ISMIR 2013) . 475 - 480 .
Allik A, Fazekas G, Dixon S, Sandler M ( 2013 ) . A Shared Vocabulary for Audio Features . SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS . vol. 7955 , 285 - 286 .
Song Y, Dixon S, Pearce M, Halpern A ( 2013 ) . Do online social tags predict perceived or induced emotional responses to music? . Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013 . 89 - 94 .
Allik A, Fazekas G, Dixon S, Sandler M ( 2013 ) . Facilitating Music Information Research with Shared Open Vocabularies . SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS . vol. 7955 , 178 - 183 .
Chudy M, Dixon S ( 2013 ) . Recognising cello performers using timbre models .
Kirchhoff H, Dixon S, Klapuri A ( 2012 ) . Multi-template shift-variant non-negative matrix deconvolution for semi-automatic music transcription . Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012 . 415 - 420 .
Macrae R, Dixon S ( 2012 ) . Ranking lyrics for online search . Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012 . 361 - 366 .
Tubb R, Klapuri A, Dixon S ( 2012 ) . Thewablet: Scanned synthesis on a multi-touch interface . 15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings .
Ganseman J, Scheunders P, Dixon S ( 2012 ) . Improving PLCA-based score-informed source separation with invertible Constant-Q Transforms . European Signal Processing Conference . 2634 - 2638 .
BENETOS E, Dixon S, Giannoulis D, Kirchhoff H, Klapuri A ( 2012 ) . Automatic Music Transcription: Breaking the Glass Ceiling . Editors: Gouyon, F, Herrera, P, Martins, LG, Müller, M et al. , Conference: 13th International Society for Music Information Retrieval Conference (ISMIR 2012) ( Porto, Portugal ) from: 08/10/2012 to: 12/10/2012 , 379 - 384 .
Benetos E, Dixon S ( 2012 ) . Temporally-constrained convolutive probabilistic latent component analysis for multi-pitch detection . International Conference on Latent Variable Analysis and Signal Separation . 364 - 371 .
Mauch M, Dixon S ( 2012 ) . A Corpus-based Study Of Rhythm Patterns . Proceedings of the 13th International Conference on Music Information Retrieval (ISMIR 2012) . 163 - 168 .
Foster P, Klapuri A, Dixon S ( 2012 ) . A Method for Identifying Repetition Structure in Musical Audio Based on Time Series Prediction . Conference: 20th European Signal Processing Conference ( Bucharest ) from: 27/08/2012 to: 31/08/2012 , 1299 - 1303 .
Benetos E, Dixon S ( 2012 ) . A Shift-Invariant Latent Variable Model for Automatic Music Transcription . COMPUTER MUSIC JOURNAL vol. 36 , ( 4 ) 81 - 94 .
Arzt A, Widmer G, Dixon S ( 2012 ) . ADAPTIVE DISTANCE NORMALIZATION FOR REAL-TIME MUSIC TRACKING . 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) . 2689 - 2693 .
Benetos E, Lagrange M, Dixon S ( 2012 ) . Characterisation of acoustic scenes using a temporally-constrained shift-invariant model . 15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings .
Dixon S, Mauch M, Tidhar D ( 2012 ) . Estimation of harpsichord inharmonicity and temperament from musical recordings . J Acoust Soc Am vol. 131 , ( 1 ) 878 - 887 .
Song Y, Dixon S, Pearce M ( 2012 ) . Evaluation of musical features for emotion classification . Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012 . 523 - 528 .
Terrell MJ, Fazekas G, Simpson AJR, Smith JBL, Dixon S ( 2012 ) . Listening level changes music similarity . Proceedings of the International Society for Music Information Retrieval Conference . 487 - 92 .
Benetos E, Klapuri A, Dixon S ( 2012 ) . SCORE-INFORMED TRANSCRIPTION FOR AUTOMATIC PIANO TUTORING . 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) . 2153 - 2157 .
Kirchhoff H, Dixon S, Klapuri A ( 2012 ) . Shift-variant non-negative matrix deconvolution for music transcription . Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing ( Kyoto, Japan ) from: 25/03/2012 to: 30/03/2012 , 125 - 128 .
Tubb R, Klapuri A, Dixon S ( 2012 ) . Thewablet: Scanned synthesis on a multi-touch interface . 15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings .
Barthet M, Dixon S ( 2011 ) . Ethnographic observations of musicologists at the british library: Implications for music information retrieval . Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011 . 353 - 358 .
Macrae R, Dixon S ( 2011 ) . Guitar tab mining, analysis and ranking . Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011 . 453 - 458 .
Mesnage CS, Rafiq A, Dixon S, Brixtel RP ( 2011 ) . Music discovery with social networks . CEUR Workshop Proceedings . vol. 793 , 1 - 6 .
Benetos E, Dixon S ( 2011 ) . Joint multi-pitch detection using harmonic envelope estimation for polyphonic music transcription . IEEE Journal on Selected Topics in Signal Processing vol. 5 , ( 6 ) 1111 - 1123 .
Mearns L, Benetos E, Dixon S ( 2011 ) . Automatically detecting key modulations in J.S. Bach chorale recordings . 8th Sound and Music Computing Conference . 25 - 32 .
Benetos E, Dixon S ( 2011 ) . Multiple-instrument polyphonic music transcription using a convolutive probabilistic model . Conference: 8th Sound and Music Computing Conference ( Padova, Italy ) from: 06/07/2011 to: 09/07/2011 , 19 - 24 .
Benetos E, Dixon S ( 2011 ) . A TEMPORALLY-CONSTRAINED CONVOLUTIVE PROBABILISTIC MODEL FOR PITCH DETECTION . 2011 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA) . 133 - 136 .
Stowell D, Dixon S ( 2011 ) . MIR in school? Lessons from ethnographic observation of secondary school music classes . Proceedings of the 12th International Society for Music Information Retrieval (ISMIR) Conference . Conference: ISMIR 2011 ( Miami, Florida, USA ) from: 24/10/2011 to: 28/10/2011 , 347 - 352 .
Stowell D, Barthet M, Dixon S, Sandler M ( 2011 ) . Musicology for the masses: Situating new audio technologies for musicology and music education . Proceedings of the Digital Economy All Hands Conference 2011 . Conference: Digital Engagement 2011 ( Newcastle ) from: 15/11/2011 to: 17/11/2011 ,
Benetos E, Dixon S ( 2011 ) . Polyphonic music transcription using note onset and offset detection . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . 37 - 40 .
Dixon S, Mauch M, Anglade A ( 2011 ) . Probabilistic and Logic-Based Modelling of Harmony . CMMR 2010 Post Symposium Proceedings , Editors: Kronland-Martinet, R, Ystad, S, Jensen, K, Aramaki, M et al. , Springer ( Heidelberg ),
Macrae R, Neumann J, Anguera X, Oliver N, Dixon S ( 2011 ) . Real-Time Synchronisation of Multimedia Streams in a Mobile Device . International Conference on Multimedia and Expo, Workshop on Advances in Music Information Research . 1 - 6 .
Tidhar D, Fazekas G, Mauch M, Dixon S ( 2011 ) . Tempest - harpsichord temperament estimation in a Semantic Web environment . Journal of New Music Research special issue on Music Informatics and the OMRAS2 Project vol. 39 , Article 4 , 327 - 336 .
Dixon S, Tidhar D, Benetos E ( 2011 ) . The temperament police: The truth, the ground truth, and nothing but the truth . Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011 . Conference: 12th International Society for Music Information Retrieval Conference ( Miami, Florida, USA ) from: 24/10/2011 to: 28/10/2011 , 281 - 286 .
Benetos E, Dixon S ( 2010 ) . Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution . ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition . 13 - 18 .
Macrae R, Dixon S ( 2010 ) . A Guitar Tablature Score Follower . IEEE International Conference on Multimedia & Expo . Conference: IEEE International Conference on Multimedia & Expo ( Spain ) from: 21/06/2010 to: 24/06/2010 , 725 - 726 .
Macrae R, Dixon S ( 2010 ) . Accurate Real-Time Windowed Time Warping . 11th International Society for Music Information Retrieval Conference . Conference: International Society for Music Information Retrieval conference ( Utrecht ) from: 09/08/2010 to: 13/08/2010 , 423 - 428 .
Mauch M, Dixon S ( 2010 ) . Approximate Note Transcription for the Improved Identification of Difficult Chords . 11th International Society for Music Information Retrieval Conference . Conference: 11th International Society for Music Information Retrieval Conference ( Utrecht ) from: 09/08/2010 to: 13/08/2010 , 135 - 140 .
Mearns L, Dixon S ( 2010 ) . Characterisation of Composer Style Using High Level Musical Features .
Mearns L, Dixon S ( 2010 ) . Characterisation of Composer Style using High-Level Musical Features . Conference: 11th International Society for Music Information Retrieval ( Utrecht ) from: 09/08/2010 to: 13/08/2010 ,
Dixon S ( 2010 ) . Computational Modelling of Harmony . 7th International Symposium on Computer Music Modeling and Retrieval . Conference: International Symposium on Computer Music Modeling and Retrieval ( Malaga, Spain ) from: 21/06/2010 to: 24/06/2010 ,
Tidhar D, Mauch M, Dixon S ( 2010 ) . High Precision Frequency Estimation for Harpsichord Tuning Classification . Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing . Conference: Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on ( Dallas, Texas ) from: 14/03/2010 to: 19/03/2010 , 61 - 64 .
Mearns L, Dixon S ( 2010 ) . How Do You Characterise Musical Style? . Third International Conference of Students of Systematic Musicology .
Anglade A, Benetos E, Mauch M, Dixon S ( 2010 ) . Improving music genre classification using automatically induced harmony rules . Journal of New Music Research vol. 39 , ( 4 ) 349 - 361 .
Jacobson K, Dixon S, Sandler M ( 2010 ) . LinkedBrainz: Providing the MusicBrainz Next Generation Schema as Linked Data . from: 2009http://musicbrainz.org/ Abstract: java.sql.Clob org.hibernate.engine.jdbc.WrappedClob java.io.Serializable , Notes: notes on rpject here: http://ismir2010.ismir.net/proceedings/late-breaking-demo-22.pdf ,
Benetos E, Dixon S ( 2010 ) . Multiple-F0 Estimation of Piano Sounds Using a Constant-Q Filterbank . 2010 Workshop on Statistical and Perceptual Audition (SAPA) . Conference: ISCA Tutorial and Research Workshop on Statistical And Perceptual Audition ( Makuhari, Japan ) from: 25/09/2010 to: 25/09/2010 , 13 - 18 .
Mauch M, Dixon S ( 2010 ) . Simultaneous Estimation of Chords and Musical Context from Audio . IEEE Transactions on Audio, Speech and Language Processing vol. 18 , ( 6 ) 1280 - 1289 .
Tidhar D, Fazekas G, Mauch M, Dixon S ( 2010 ) . Temperament Estimation as an MIR task . Presented at the 11th International Society for Music Information Retrieval Conference (ISMIR’10), Late-breaking session .
Chudy M, Dixon S ( 2010 ) . Towards Music Performer Recognition Using Timbre Features . Third International Conference of Students of Systematic Musicology .
Dixon S, Sandler M, d'Inverno M, Rhodes C ( 2010 ) . Towards a Distributed Research Environment for Music Informatics and Computational Musicology . J NEW MUSIC RES vol. 39 , ( 4 ) 291 - 294 .
Khosrow-Pour M, Dixon S ( 2009 ) . Audio Analysis Applications for Music . Encyclopedia of Information Science and Technology, Second Edition , IGI Global
Anglade A, Dixon S ( 2009 ) . First-Order Logic Classification Models of Musical Genres Based on Harmony . 6th Sound and Music Computing Conference . 309–314 - 309–314 .
Anglade A, Ramirez R, Dixon S ( 2009 ) . Genre Classification Using Harmony Rules Induced from Automatic Chord Transcriptions . 10th International Conference on Music Information Retrieval . Conference: International Conference on Music Information Retrieval ( Kobe, japan ) from: 26/10/2009 to: 30/10/2009 , 669 - 674 .
Mauch M, Cannam C, Davies M, Dixon S, Harte C, Kolozali S, Tidhar D ( 2009 ) . OMRAS-2 Metadata Project 2009 . Conference: 10th International Society for Music Information Retrieval Conference (ISMIR2009), Late-breaking session
Mauch M, Noland K, Dixon S ( 2009 ) . Using Musical Structure to Enhance Automatic Chord Transcription . 10th International Conference on Music Information Retrieval . Conference: International Society for Music Information Retrieval ( Kobe, Japan ) from: 26/10/2009 to: 30/10/2009 , 231 - 236 .
Goebl W, DIXON SE, DePoli G, Friberg A, Bresin R, Widmer G ( 2008 ) . 'Sense' in Expressive Music Performance: Data Acquisition, Computational Studies and Models . Sound to Sense - Sense to Sound: A State of the Art in Sound and Music Computing , Editors: Polotti, P, Rocchesso, D ,
Mauch M, Dixon S ( 2008 ) . A Discrete Mixture Model for Chord Labelling . 9th International Conference on Music Information Retrieval . Conference: International Conference on Music Information Retrieval ( Philadelphia, Pennsylvania ) from: 14/09/2008 to: 18/09/2008 , 45 - 50 .
Mauch M, Müllensiefen D, Dixon S, Wiggins G ( 2008 ) . Applying Tools from Natural Language Processing Analysis to Harmony: A Bottom Up Approach . Conference on Music, Language and the Mind .
Arzt A, Widmer G, Dixon S ( 2008 ) . Automatic Page Turning for Musicians via Real-Time Machine Listening . Proceedings of the 18th European Conference on Artificial Intelligence (ECAI 2008) . Conference: European Conference on Artificial Intelligence ( Patras, Greece ) from: 21/07/2008 to: 25/07/2008 ,
Mauch M, Müllensiefen D, Dixon S, Wiggins G ( 2008 ) . Can Statistical Language Models be used for the Analysis of Harmonic Progressions? . International Conference on Music Perception and Cognition . Conference: International Conference on Music Perception and Cognition ( Hokkaido, Japan ) from: 25/08/2008 to: 29/08/2008 ,
Anglade A, Dixon S ( 2008 ) . Characterisation of Harmony with Inductive Logic Programming . 9th International Conference on Music Information Retrieval . Conference: International Conference on Music Information Retrieval ( Philadelphia, Pennsylvania ) from: 14/09/2008 to: 18/09/2008 , 63 - 68 .
Widmer G, DIXON SE, Knees P, Pampalk E, Pohle T ( 2008 ) . From Sound to 'Sense' via Feature Extraction and Machine Learning: Deriving High-Level Descriptors for Characterising Music . Sound to Sense - Sense to Sound: A State of the Art in Sound and Music Computing , Editors: Polotti, P, Rocchesso, D ,
Macrae R, Dixon S ( 2008 ) . From Toy to Tutor: Note-Scroller is a Game to Teach Music . 8th International Conference on New Interfaces for Musical Expression .
Anglade A, Dixon S ( 2008 ) . Towards Logic-based Representations of Musical Harmony for Classification, Retrieval and Knowledge Discovery . International Workshop on Machine Learning and Music . Conference: International Workshop on Machine Learning and Music ( Helsinki, Finland ) from: 05/07/2008 to: 09/07/2008 ,
Dixon S ( 2007 ) . Evaluation of the audio beat tracking system BeatRoot . JOURNAL OF NEW MUSIC RESEARCH . vol. 36 , 39 - 50 .
Mauch M, Dixon S, Harte C, Casey M, Fields B ( 2007 ) . Discovering Chord Idioms Through Beatles and Real Book Songs . Proceedings of the 8th International Conference on Music Information Retrieval . 111–114 - 111–114 .
Mauch M, Dixon S, Harte C, Fields B, Casey M ( 2007 ) . Discovering chord idioms through Beatles and Real Book songs . Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007) . 255 - 258 .
Gouyon F, Dixon S, Widmer G ( 2007 ) . Evaluating low-level features for beat classification and tracking . 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol IV, Pts 1-3 . 1309 - 1312 .
DIXON SE ( 2007 ) . Evaluation of the Audio Beat Tracking System BeatRoot . Journal of New Music Research vol. 36 , ( 1 ) 39 - 50 .
DIXON SE ( 2007 ) . Extraction of Musical Timing from Audio Recordings . Conference: CHARM 4 Symposium on Methods for Analysing Recordings 2007 [Invited]
DIXON SE, Bainbridge D, Typke R ( 2007 ) . Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR07) . Austrian Computer Society
DIXON SE ( 2007 ) . Tools for Analysis of Musical Expression . Conference: 19th International Congress on Acoustics, 2007 [Invited]
Gouyon F, Dixon S ( 2006 ) . ISMIR 2006 tutorial: Computational rhythm description . ISMIR 2006 - 7th International Conference on Music Information Retrieval .
Gouyon F, Klapuri A, Dixon S, Alonso M, Tzanetakis G, Uhle C, Cano P ( 2006 ) . An experimental comparison of audio tempo induction algorithms . IEEE T AUDIO SPEECH vol. 14 , ( 5 ) 1832 - 1844 .
Dixon S, Goebl W, Cambouropoulos E ( 2006 ) . Perceptual smoothness of tempo in expressively performed music . MUSIC PERCEPT vol. 23 , ( 3 ) 195 - 214 .
DIXON SE ( 2006 ) . Onset Detection Revisited . Conference: Proceedings of the 9th International Conference on Digital Audio Effects, Montreal, Canada
Flexer A, Gouyon F, DIXON SE, Widmer G ( 2006 ) . Probabilistic Combination of Features for Music Classification . Conference: Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR 2006), Victoria, BC111 - 114 .
DIXON SE, Widmer G ( 2005 ) . MATCH: A Music Alignment Tool Chest . Conference: Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR 2005), London [Best Poster Award]
DIXON SE ( 2005 ) . An On-Line Time Warping Algorithm for Tracking Musical Performances . Editors: Kaelbling, LP, Saffiotti, A , Conference: Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05) ( Edinburgh, Scotland ) from: 30/07/2005 to: 05/08/2005 , 1727 - 1728 .
Dixon S ( 1997 ) . Beat induction and rhythm recognition . Lecture Notes in Computer Science . vol. 1342 , 311 - 320 .
Gouyon F, Dixon S ( 2005 ) . A review of automatic rhythm description systems . COMPUT MUSIC J vol. 29 , ( 1 ) 34 - 54 .
DIXON SE ( 2005 ) . Audio Analysis Applications for Music . Encyclopedia of Information Science and Technology , Editors: Khosrow-Pour, M , Idea Group ( Hershey PA ),
DIXON SE ( 2005 ) . Live Tracking of Musical Performanes using On-Line Time Warping . Conference: Proceedings of the 8th Internaitonal Conference on Digital Audio Effects (DAFx05), Madrid, Spain
DIXON SE, Goebl W, Widmer G ( 2005 ) . The 'Air Worm': An Interface for Real-Time Manipulation of Expressive Music Performance . Conference: Proceedings of the 2005 International Computer Music Conference (ICMC2005), Barcelona, Spain614 - 617 .
Widmer G, DIXON SE, Flexer A, Goebl W, Knees P, Madsen ST, Pampalk E, Pohle T et al. ( 2005 ) . The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (OFAI), Vienna . Conference: Proceedings of the 2005 International Computer Music Conference (ICMC2005), Barcelona, Spain169 - 172 .
Gouyon F, DIXON SE ( 2004 ) . Rhythm Classification: A Tempo-Based Approach . Conference: Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain501 - 504 .
DIXON SE, Gouyon F, Widmer G ( 2004 ) . Towards Characterisation of Music via Rythmic Patterns . Conference: Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain
Gouyon F, Wack N, DIXON SE ( 2004 ) . An Open Source Tool for Semi-Automatic Rhythmic Annotation . Conference: Proceedings of the 7th International Conference on Digital Audio Effects (DAFx'04), Naples, Italy193 - 196 .
DIXON SE ( 2004 ) . Analysis of Musical Content in Digital Audio . Computer Graphics and Multimedia: Applications, Problems and Solutions , Editors: DiMarco, J , Idea Group ( Hershey PA ),
Gouyon F, Dixon S ( 2004 ) . DANCE MUSIC CLASSIFICATION: A TEMPO-BASED APPROACH . ISMIR 2004 - 5th International Symposium on Music Information Retrieval .
Gouyon F, DIXON SE, Pampalk E, Widmer G ( 2004 ) . Evaluating Rhythmic Descriptors for Musical Genre Classifcation . Conference: Proceedings of the AES 25th International Conference, Audio Engineering Scoiety, London196 - 204 .
Pampalk E, Dixon S, Widmer G ( 2004 ) . Exploring music collections by browsing different views . COMPUT MUSIC J vol. 28 , ( 2 ) 49 - 62 .
DIXON SE ( 2003 ) . Tempo Induction, Beat Tracking and Rhythm-Based Music Classification . Conference: Institute for Operations Research and Management Science (INFORMS) Conference 19-22 October 2003, Atlanta, Georgia, USA [Invited]
DIXON SE, Pampalk E, Widmer G ( 2003 ) . Classification of Dance Music by Periodicity Patterns . Conference: Proceedings of the Fourth International Conference on Music Information Retrieval (ISMIR 2003), Baltimore, MD, USA
Pampalk E, DIXON SE, Widmer G ( 2003 ) . Exploring Music Collections by Browsing Different Views . Conference: Proceedings of the Fourth International Conference on Music Information Retrieval (ISMIR 2003), Baltimore, MD, USA201 - 208 .
Widmer G, Dixon S, Goebl W, Pampalk E, Tobudic A ( 2003 ) . In search of the Horowitz factor . AI MAG vol. 24 , ( 3 ) 111 - 130 .
Dixon S ( 2003 ) . On the analysis of musical expression in audio signals . STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2003 . Editors: Yeung, MM, Lienhart, RW, Li, CS , vol. 5021 , 122 - 132 .
Pampalk E, Dixon S, Widmer G ( 2003 ) . On the evaluation of perceptual similarity measures for music . DAFX-03: 6TH INTERNATIONAL CONFERENCE ON DIGITAL AUDIO EFFECTS, PROCEEDINGS . Editors: Davies, M , 7 - 12 .
DIXON SE ( 2003 ) . Towards Automatic Analysis of Expressive Performance . Conference: Proceedings of the 5th Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM5), Hanover, Germany
DIXON SE, Goebl W ( 2002 ) . Pinpointing the Beat: Tapping to Expressive Preformances . Conference: Proceedings of the 7th International Conference on Music Perception and Cognition (ICMPC7), Sydney, Causal Production, Adelaide
DIXON SE, Goebl W, Widmer G ( 2002 ) . Real-time Tracking and Visualisation of Musical Expression . Conference: Proceedings of the 2nd International Conference on Music and Artifical Intelligence (ICMAI'02), Edinburgh, Scotland, Springer, Berlin58 - 68 .
DIXON SE, Goebl W, Widmer G ( 2002 ) . The Performance Worm: Real Time Visualisation of Expression Based on Langer's Tempo-Loudness Animation . Conference: Proceedings of the 2002 International Computer Music Conference (ICMC'2002), Gothenburg, Sweden, edited by M Nordahl (International Computer Music Association, San Fransisco)
Goebl W, DIXON SE ( 2001 ) . Analysis of Tempo Classes in Performances of Mozart Sonatas . Conference: Proceedings of the 7th International Syymposium on Systematic and Comparative Musicology and the 3rd International Conference on Cognitive Musicology, Jyvaeskylae, Finland, 16-19 August 200165 - 76 .
Cambouropoulos E, DIXON SE, Goebl W, Widmer G ( 2001 ) . Human Preferences for Tempo Smoothness . Conference: Proceedings of the 7th International Symposium on Systematic and Comparative Musicology and the 3rd International Conference on Cognitive Musicology ( Jyvaeskylae, Finland ) from: 16/08/2001 to: 19/08/2001 , 18 - 26 .
Dixon S ( 2001 ) . Automatic extraction of tempo and beat from expressive performances . J NEW MUSIC RES vol. 30 , ( 1 ) 39 - 58 .
DIXON SE ( 2001 ) . An Empirical Comparison of Tempo Trackers . Conference: 8th Brazilian Symposium on Computer Music, 21st Congress of the Brazilian Computer Society, 2001
DIXON SE ( 2001 ) . An Interactive Beat Tracking and Visualisation System . Conference: Proceedings of the International Computer Music Conference (ICMC'2001), La Habana, Cuba, edited by A. Schloss and R. Dannenberg, (International Computer Music Association, San Fransisco), 2001215 - 218 .
DIXON SE, Goebl W, Cambouropoulos E ( 2001 ) . Beat Extraction from Expressive Musical Performances . Conference: 2001 Meeting of the Society for Music Perception and Cognition (SMPC2001), Kingston, Ontario, Canada
Widmer G, DIXON SE, Goebl W, Stamatatos E, Tobudic A ( 2001 ) . Empirical Music Performance Research: OeFAI's Position . Conference: MOSART Workshop on Current Research Directions in Computer Music, Audiovisual Institute, Pompeu Fabra University, Barcelona, Spain
DIXON SE ( 2001 ) . Learning to Detect Onsets of Acoustic Piano Tones . Conference: MOSART Workshop on Current Research Directions in Computer Music, edited by C L Buyoli and R Loureiro, Audiovisual Institute, Pompeu Fabra University, Barcelona, Spain
Dixon S ( 2000 ) . A Lightweight Multi-agent Musical Beat Tracking System . PRICAI 2000 Topics in Artificial Intelligence , vol. 1886 , Springer Nature
Dixon S, Cambouropoulos E ( 2000 ) . Beat tracking with musical knowledge . ECAI 2000: 14TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS . Editors: Horn, W , vol. 54 , 626 - 630 .
Powers DMW, Clark CR, Dixon SE, Weber DL ( 1996 ) . Cocktails and brainwaves experiments with complex and subliminal auditory stimuli . Proceedings of the Australian and New Zealand Conference on Intelligent Information Systems . 68 - 71 .
Dixon S ( 1996 ) . A Dynamic Modelling Approach to Music Recognition . International Computer Music Conference, ICMC Proceedings . 83 - 86 .
DIXON S, FOO N ( 1993 ) . CONNECTIONS BETWEEN THE ATMS AND AGM BELIEF REVISION . IJCAI-93, VOLS 1 AND 2 . 534 - 539 .
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