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Professor Simon Dixon, AMusA LMusA BSc(Hons) PhD

Simon

Professor of Computer Science

Email: s.e.dixon@qmul.ac.uk
Telephone: +44 20 7882 7681
Room Number: Engineering, Eng 406
Website: http://www.eecs.qmul.ac.uk/~simond/
Office Hours: Tuesday 16:00-17:00, Wednesday 15:00-16:00

Teaching

Music Informatics (Postgraduate/Undergraduate)

This module introduces students to state-of-the-art methods for the analysis of music data, with a focus on music audio. It presents in-depth studies of general approaches to the low-level analysis of audio signals, and follows these with specialised methods for the high-level analysis of music signals, including the extraction of information related to the rhythm, melody, harmony, form and instrumentation of recorded music. This is followed by an examination of the most important methods of extracting high-level musical content, sound source separation, and on analysing multimodal music data.

Research

Research Interests:

My research interests are in the fields of music informatics (music information retrieval), computer music, music signal processing, digital audio, artificial intelligence and cognitive science. In recent years I have been working on various problems related to extracting musical content from audio signals, with a focus on rhythm and harmony. For example, I have worked on beat tracking, audio alignment, chord and note transcription, classification and performance visualisation.

Publications

  • Riley JX, EDWARDS D, Dixon S (2024). High Resolution Guitar Transcription via Domain Adaptation. International Conference on Acoustics, Speech and Signal Processing

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  • EDWARDS D, Dixon S, Benetos E et al. (2024). A Data-Driven Analysis of Robust Automatic Piano Transcription. nameOfConference


  • Riley X, Dixon S, Riley J (2023). FiloBass: A Dataset and Corpus Based Study of Jazz Basslines. 24th conference of the International Society for Music Information Retrieval (ISMIR)

    DOI: doi

  • Shanin I, Dixon S (2023). Annotating Jazz Recordings Using Lead Sheet Alignment with Deep Chroma Features. 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)


  • Edwards D, Dixon S, Benetos E (2023). PiJAMA: Piano Jazz with Automatic MIDI Annotations. nameOfConference


  • Zhang H, Tang J, Rafee S et al. (2023). ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE. ISMIR 2022

    DOI: doi

  • Riley X, Dixon S, Riley J (2023). CREPE NOTES: A NEW METHOD FOR SEGMENTING PITCH CONTOURS INTO DISCRETE NOTES. Sound and Music Computing Conference

    DOI: doi

  • O'Connor B, Dixon S (2023). A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion. Sound and Music Computing

    DOI: doi

  • Zhang H, Dixon S (2023). Disentangling the Horowitz Factor: Learning Content and Style From Expressive Piano Performance. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)


  • Luo YJ, Ewert S, Dixon S (2022). Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio. International Joint Conference on Artificial Intelligence


  • Proutskova P, Wolff D, Fazekas G et al. (2022). The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz. nameOfConference


  • Agrawal R, Wolff D, Dixon S (2021). A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization. nameOfConference


  • O'Connor B, Fazekas G, Dixon S (2021). Zero-shot Singing Technique Conversion. Computer Music Multidisciplinary Research

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  • Vianna Lordelo C, Benetos E, Dixon S et al. (2021). Pitch-informed instrument assignment using a deep convolutional network with multiple kernel shapes. 22nd International Society for Music Information Retrieval Conference (ISMIR)

    DOI: doi

  • Foster D, Dixon S (2021). Filosax: A Dataset of Annotated Jazz Saxophone Recordings. 22nd International Society for Music Information Retrieval Conference

    DOI: doi

  • O'Hanlon K, Benetos E, Dixon S (2021). Detecting cover songs with pitch class key-invariant networks. IEEE International Workshop on Machine Learning for Signal Processing (MLSP)


  • Demirel E, Ahlbäck S, Dixon S (2021). Computational Pronunciation Analysis in Sung Utterances. European Signal Processing Conference


  • Demirel E, Ahlbäck S, Dixon S (2021). Low resource audio-to-lyrics alignment from polyphonic music recordings. IEEE International Conference on Acoustics, Speech and Signal Processing


  • 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)


  • Zhang Y, Xia G, Levy M et al. (2021). COSMIC: A Conversational Interface for Human-AI Music Co-Creation. New Interfaces for Musical Expression


  • Demirel E, Ahlbäck S, Dixon S (2021). MSTRE-NET: MULTISTREAMING ACOUSTIC MODELING FOR AUTOMATIC LYRICS TRANSCRIPTION. nameOfConference

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  • Lordelo C, Benetos E, Dixon S et al. (2021). PITCH-INFORMED INSTRUMENT ASSIGNMENT USING A DEEP CONVOLUTIONAL NETWORK WITH MULTIPLE KERNEL SHAPES. nameOfConference

    DOI: doi

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  • Vianna Lordelo C, Benetos E, Dixon S et al. (2021). Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation. nameOfConference


  • O'Connor B, Dixon S, Fazekas G (2020). An Exploratory Study on Perceptual Spaces of the Singing Voice. The 2020 Joint Conference on AI Music Creativity

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  • Agrawal R, Dixon S (publicationYear). Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment. 2020 28th European Signal Processing Conference


  • Demirel E, Ahlbäck S, Dixon S (2020). Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention. 2020 International Joint Conference on Neural Networks (IJCNN)


  • MISHRA S, Benetos E, Sturm B et al. (2020). Reliable Local Explanations for Machine Listening. International Joint Conference on Neural Networks (IJCNN)


  • Stoller D, Tian M, Ewert S et al. (2020). Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence


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  • Stoller D, Ewert S, Dixon S (2020). TRAINING GENERATIVE ADVERSARIAL NETWORKS FROM INCOMPLETE OBSERVATIONS USING FACTORISED DISCRIMINATORS. nameOfConference

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  • KUDUMAKIS P, Dixon S (publicationYear). DMRN+14: Digital Music Research Network Workshop Proceedings 2019. DMRN+14: Digital Music Research Network Workshop 2019


  • Frieler K, Basaran D, Höger F et al. (2019). Don’t hide in the frames: Note- and pattern-based evaluation of automated melody extraction algorithms. 6th International Conference on Digital Libraries for Musicology


  • Vianna Lordelo C, Benetos E, Dixon S et al. (2019). Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics


  • 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). nameOfConference


  • Rodríguez-Algarra F, Sturm BL, Dixon S (2019). Characterising Confounding Effects in Music Classification Experiments through Interventions. nameOfConference


  • Dai J, Dixon S (2019). Intonation trajectories within tones in unaccompanied soprano, alto, tenor, bass quartet singing.. nameOfConference


  • Mehrabi A, Dixon S, Sandler M (2019). Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds.. nameOfConference


  • Agrawal R, Dixon S (2019). A Hybrid Approach to Audio-to-Score Alignment. Machine Learning for Music Discovery Workshop at International Conference on Machine Learning (ICML)

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  • MISHRA S, STOLLER D, BENETOS E et al. (2019). GAN-based Generation and Automatic Selection of Explanations for Neural Networks. SafeML ICLR 2019 Workshop

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  • Nakamura E, Nishikimi R, Dixon S et al. (2019). Probabilistic Sequential Patterns for Singing Transcription. 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference


  • Dai J, Dixon S (2019). Singing together: Pitch accuracy and interaction in unaccompanied unison and duet singing.. nameOfConference


  • BENETOS E, DIXON S, Duan Z et al. (2019). Automatic Music Transcription: An Overview. nameOfConference


  • KUDUMAKIS P, DIXON S (2018). DMRN+13: Digital Music Research Network Workshop Proceedings 2018. DMRN+13: Digital Music Research Network Workshop 2018


  • Dai J, Dixon S (2019). Understanding Intonation Trajectories and Patterns of Vocal Notes. nameOfConference


  • 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


  • Stoller D, Ewert S, Dixon S (2018). Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction. IEEE International Conference on Acoustics, Speech and Signal Processing


  • Mehrabi A, Choi K, Dixon S et al. (2018). Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders. ICASSP 2018


  • Li S, Dixon S, Plumbley MD (2018). A Demonstration of Hierarchical Structure Usage in Expressive Timing Analysis by Model Selection Tests. 2018 37th Chinese Control Conference (CCC)


  • STOLLER D, Ewert S, DIXON S (2018). Jointly detecting and separating singing voice: a multi-task approach. 14th International Conference on Latent Variable Analysis and Signal Separation


  • Nakamura E, BENETOS E, Yoshii K et al. (2018). Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization. IEEE International Conference on Acoustics, Speech and Signal Processing


  • Weiß C, Mauch M, Dixon S et al. (2019). Investigating style evolution of Western classical music: A computational approach. nameOfConference


  • PANTELI M, BENETOS E, DIXON S (2018). A review of manual and computational approaches for the study of world music corpora. nameOfConference


  • Mishra S, Sturm BL, Dixon S (2018). “What are You Listening to?” Explaining Predictions of Deep Machine Listening Systems. 2018 26th European Signal Processing Conference (EUSIPCO)


  • Dixon S, Gómez E, Volk A (2018). Editorial: Introducing the Transactions of the International Society for Music Information Retrieval. nameOfConference


  • Frieler K, Höger F, Pfleiderer M et al. (2018). Two web applications for exploring melodic patterns in jazz solos. nameOfConference

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  • Mishra S, Sturm BL, Dixon S (2018). Understanding a deep machine listening model through feature inversion. nameOfConference

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  • Stoller D, Ewert S, Dixon S (2018). Wave-U-Net: A multi-scale neural network for end-to-end audio source separation. nameOfConference

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  • PANTELI M, BENETOS E, DIXON S (2017). A computational study on outliers in world music. nameOfConference


  • Mohamad Z, Dixon S, Harte C (2017). Pickup position and plucking point estimation on an electric guitar via autocorrelation.. nameOfConference


  • Di Giorgi B, Dixon S, Zanoni M et al. (2017). A data-driven model of tonal chord sequence complexity. nameOfConference


  • WANG S, Ewert SEBASTIAN, Dixon SIMON (2017). Identifying Missing and Extra Notes in Piano Recordings Using Score-Informed Dictionary Learning. nameOfConference


  • NAKAMURA E, Yoshii K, Dixon S (2017). Note Value Recognition for Piano Transcription Using Markov Random Fields. nameOfConference


  • Quinton E, Dixon S, Sandler M et al. (2017). TRACKING METRICAL STRUCTURE CHANGES WITH SPARSE-NMF. 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. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)


  • Panteli M, Bittner R, Bello JP et al. (2017). Towards the characterization of singing styles in world music. IEEE International Conference on Acoustics, Speech and Signal Processing


  • Mehrabi A, Harte C, Baume C et al. (2017). Music thumbnailing for radio podcasts: A listener evaluation. nameOfConference


  • MEHRABI A, Dixon S, Sandler (2017). Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid. nameOfConference


  • Dai J, Dixon S (2017). Analysis of interactive intonation in unaccompanied SATB ensembles. nameOfConference

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  • Li S, Dixon S, Plumbley MD (2017). Clustering expressive timing with regressed polynomial coefficients demonstrated by a model selection test. nameOfConference

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  • Mohamad Z, Dixon S, Harte C (2017). Estimating pickup and plucking positions of guitar tones and chords with audio effects. nameOfConference

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  • Kedyte V, Panteli M, Weyde T et al. (2017). Geographical origin prediction of folk music recordings from the United Kingdom. nameOfConference

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  • Mishra S, Sturm BL, Dixon S (2017). Local interpretable model-agnostic explanations for music content analysis. nameOfConference

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  • SANDLER MB, quinton E, o'hanlon K et al. (2016). Automatic Detection of Metrical Structure Changes. DMRN+11: Digital Music Research Network One-day Workshop 2016

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  • MISHRA S, Sturm B, Dixon S (2016). Explaining Predictions of Machine Listening Systems. DMRN+11: Digital Music Research Network One-day Workshop 2016

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  • Wang S, Ewert S, Dixon S (2016). Robust and efficient joint alignment of multiple musical performances. nameOfConference


  • MEHRABI A, Dixon S, Sandler M (2016). Towards a comprehensive dataset of vocal imitations of drum sounds. 2nd AES Workshop on Intelligent Music Production

    DOI: doi

  • Cheng T, Mauch M, Benetos E et al. (2016). An attack/decay model for piano transcription. 17th International Society for Music Information Retrieval Conference

    DOI: doi

  • Panteli M, Benetos E, Dixon S (2016). Learning a feature space for similarity in world music. 17th International Society for Music Information Retrieval Conference

    DOI: doi

  • Panteli M, Benetos E, Dixon S (2016). Automatic detection of outliers in world music collections. Fourth International Conference on Analytical Approaches to World Music (AAWM 2016)

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  • QUINTON E, Sandler M, Dixon S (2016). ESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR. nameOfConference


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  • Sigtia S, Benetos E, Dixon S (2016). An End-to-End Neural Network for Polyphonic Piano Music Transcription. nameOfConference


  • Li S, Dixon S, Black DAA et al. (2016). A model selection test for factors affecting the choice of expressive timing clusters for a phrase. nameOfConference

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  • Stoller D, Dixon S (2016). Analysis and classification of phonation modes in singing. nameOfConference

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  • Panteli M, Dixon S (2016). On the evaluation of rhythmic and melodic descriptors for music similarity. nameOfConference

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  • Song Y, Dixon S, Pearce MT et al. (2016). Perceived and Induced Emotion Responses to Popular Music: Categorical and Dimensional Models. nameOfConference


  • MOHAMAD Z, Dixon S, Harte C (2015). Digitally Moving an Electric Guitar Pickup. International Conference on Digital Audio Effects (DAFx-15)

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  • MEHRABI A, Dixon S, Sandler M (2015). VOCAL IMITATION OF PITCH, SPECTRAL SHAPE AND LOUDNESS ENVELOPES. International Society for Music Information Retrieval Conference

    DOI: doi

  • Cheng T, Dixon S, Mauch M (2015). Improving Piano Note Tracking by HMM Smoothing. 2015 23rd European Signal Processing Conference (EUSIPCO)


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  • Foster P, Dixon S, Klapuri A (2015). Identifying Cover Songs Using Information-Theoretic Measures of Similarity. nameOfConference


  • Sigtia S, Benetos E, Boulanger-Lewandowski N et al. (2015). A Hybrid Recurrent Neural Network for Music Transcription. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)


  • Sigtia S, Benetos E, Boulanger-Lewandowski N et al. (2015). A HYBRID RECURRENT NEURAL NETWORK FOR MUSIC TRANSCRIPTION. nameOfConference

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  • Tubb R, Dixon S (2015). An Evaluation of Multidimensional Controllers for Sound Design Tasks. nameOfConference


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  • Dai J, Mauch M, Dixon S (2015). Analysis of Intonation Trajectories in Solo Singing. nameOfConference

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  • Sigtia S, Boulanger-Lewandowski N, Dixon S (2015). Audio Chord Recognition with a Hybrid Recurrent Neural Network. nameOfConference

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  • Wilmering T, Fazekas G, Dixon S et al. (2015). Automating Annotation of Media with Linked Data Workflows. nameOfConference


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  • Wang S, Ewert S, Dixon S (2015). COMPENSATING FOR ASYNCHRONIES BETWEEN MUSICAL VOICES IN SCORE-PERFORMANCE ALIGNMENT. nameOfConference

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  • Osmalskyj J, Foster P, Dixon S et al. (2015). Combining Features for Cover Song Identification. nameOfConference

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  • Wang S, Ewert S, Dixon S (2015). Compensating for Asynchronies between Musical Voices in Score-Performance Alignment. nameOfConference


  • Mauch M, Cannam C, Bittner R et al. (2015). Computer-aided Melody Note Transcription Using the Tony Software: Accuracy and Efficiency. nameOfConference

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  • Song Y, Dixon S (2015). How Well Can a Music Emotion Recognition System Predict the Emotional Responses of Participants?. nameOfConference

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  • Cheng T, Dixon S, Mauch M (2015). MODELLING THE DECAY OF PIANO SOUNDS. nameOfConference

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  • Cheng T, Dixon S, Mauch M (2015). Modelling the Decay of Piano Sounds. IEEE International Conference on Acoustics Speech and Signal Processing


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  • Tidhar D, Dixon S, Benetos E et al. (2014). The temperament police. nameOfConference


  • Weyde T, Cottrell S, Dykes J et al. (2014). Big Data for Musicology. 1st International Digital Libraries for Musicology workshop


  • Mauch M, Frieler K, Dixon S (2014). Intonation in unaccompanied singing: accuracy, drift, and a model of reference pitch memory.. nameOfConference


  • Sigtia S, Dixon S (2014). Improved Music Feature Learning with Deep Neural Networks. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)


  • Kirchhoff H, Badeau R, Dixon S (2014). Towards Complex Matrix Decomposition of Spectrograms Based on the Relative Phase Offsets of Harmonic Sounds. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)


  • Cheng T, Dixon S, Mauch M (2014). A Comparison of Extended Source-Filter Models for Musical Signal Reconstruction. nameOfConference

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  • Tubb R, Dixon S (2014). A Four Strategy Model of Creative Parameter Space Interaction. nameOfConference

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  • Tubb R, Dixon S (2014). A Zoomable Mapping of a Musical Parameter Space Using Hilbert Curves. nameOfConference


  • Cheng T, Dixon S, Mauch M (2014). A comparison of extended source-filter models for musical signal reconstruction. nameOfConference

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  • Tubb R, Dixon S (2014). A four strategy model of creative parameter space interaction. nameOfConference

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  • Weyde T, Cottrell S, Benetos E et al. (2014). Digital Music Lab - A Framework for Analysing Big Music Data. European Conference on Data Analysis (ECDA)


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  • Thompson L, Mauch M, Dixon S (2014). Drum Transcription via Classification of Bar-level Rhythmic Patterns. 15th International Society for Music Information Retrieval Conference

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  • Stowell D, Dixon S (2014). Integration of informal music technologies in secondary school music lessons. nameOfConference


  • Sigtia S, Benetos E, Cherla S et al. (2014). RNN-based Music Language Models for Improving Automatic Music Transcription. nameOfConference

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  • Wang S, Ewert S, Dixon S (2014). Robust Joint Alignment of Multiple Versions of a Piece of Music. nameOfConference

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  • Foster P, Mauch M, Dixon S (2014). Sequential Complexity as a Descriptor for Musical Similarity. nameOfConference


  • BARTHET M, Benetos E, Cottrell S et al. (2014). The DML Research Project: Digital Music Lab - Analysing Big Music Data. Workshop on "Big Data: Challenges and Applications", Imperial College, London

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  • Tubb R, Dixon S (2014). The Divergent Interface: Supporting Creative Exploration of Parameter Spaces. nameOfConference

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  • Weiss C, Mauch M, Dixon S (2014). Timbre-invariant Audio Features for Style Analysis of Classical Music. nameOfConference

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  • Mauch M, Dixon S (2014). pYIN: a Fundamental Frequency Estimator Using Probabilistic Threshold Distributions. nameOfConference


  • Benetos E, Dixon S, Giannoulis D et al. (2013). Automatic music transcription: Challenges and future directions. nameOfConference


  • Foster P, Dixon S, Klapuri A (2013). Identification of cover songs using information theoretic measures of similarity. nameOfConference


  • Kirchhoff H, Dixon S, Klapuri A (2013). Missing template estimation for user-assisted music transcription. nameOfConference


  • Chudy M, Dixon S (2013). Recognising Cello Performers Using Timbre Models. nameOfConference


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  • Chudy M, Carrillo AP, Dixon S (2013). On the relation between gesture, tone production and perception in classical cello performance. nameOfConference


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  • Serra X, Magas M, Benetos E et al. (2013). Roadmap for Music Information ReSearch. nameOfConference

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  • Chudy M, Pérez Carrillo A, Dixon S (2013). On the relation between gesture, tone production, and perception in classical cello performance.. nameOfConference


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  • Benetos E, Dixon S (2013). Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model. nameOfConference


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  • Cheng T, Dixon S, Mauch M (2013). A DETERMINISTIC ANNEALING EM ALGORITHM FOR AUTOMATIC MUSIC TRANSCRIPTION. nameOfConference

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  • Allik A, Fazekas G, Dixon S et al. (2013). A Shared Vocabulary for Audio Features. nameOfConference


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  • Song Y, Dixon S, Pearce M et al. (2013). Do online social tags predict perceived or induced emotional responses to music?. nameOfConference

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  • Allik A, Fazekas G, Dixon S et al. (2013). Facilitating Music Information Research with Shared Open Vocabularies. nameOfConference


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  • Chudy M, Dixon S (2013). Recognising cello performers using timbre models. nameOfConference


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  • Kirchhoff H, Dixon S, Klapuri A (2012). Multi-template shift-variant non-negative matrix deconvolution for semi-automatic music transcription. nameOfConference

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  • Macrae R, Dixon S (2012). Ranking lyrics for online search. nameOfConference

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  • Tubb R, Klapuri A, Dixon S (2012). Thewablet: Scanned synthesis on a multi-touch interface. nameOfConference

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  • Ganseman J, Scheunders P, Dixon S (2012). Improving PLCA-based score-informed source separation with invertible Constant-Q Transforms. nameOfConference

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  • BENETOS E, Dixon S, Giannoulis D et al. (2012). Automatic Music Transcription: Breaking the Glass Ceiling. 13th International Society for Music Information Retrieval Conference (ISMIR 2012)

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  • Benetos E, Dixon S (2012). Temporally-constrained convolutive probabilistic latent component analysis for multi-pitch detection. nameOfConference


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  • Mauch M, Dixon S (2012). A Corpus-based Study Of Rhythm Patterns. nameOfConference

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  • Foster P, Klapuri A, Dixon S (2012). A Method for Identifying Repetition Structure in Musical Audio Based on Time Series Prediction. 20th European Signal Processing Conference

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  • Benetos E, Dixon S (2012). A Shift-Invariant Latent Variable Model for Automatic Music Transcription. nameOfConference


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  • Arzt A, Widmer G, Dixon S (2012). ADAPTIVE DISTANCE NORMALIZATION FOR REAL-TIME MUSIC TRACKING. nameOfConference

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  • Benetos E, Lagrange M, Dixon S (2012). Characterisation of acoustic scenes using a temporally-constrained shift-invariant model. nameOfConference

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  • Dixon S, Mauch M, Tidhar D (2012). Estimation of harpsichord inharmonicity and temperament from musical recordings.. nameOfConference


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  • Song Y, Dixon S, Pearce M (2012). Evaluation of musical features for emotion classification. nameOfConference

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  • Terrell MJ, Fazekas G, Simpson AJR et al. (2012). Listening level changes music similarity. nameOfConference

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  • Benetos E, Klapuri A, Dixon S (2012). SCORE-INFORMED TRANSCRIPTION FOR AUTOMATIC PIANO TUTORING. nameOfConference

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  • Kirchhoff H, Dixon S, Klapuri A (2012). Shift-variant non-negative matrix deconvolution for music transcription. IEEE International Conference on Acoustics, Speech, and Signal Processing


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  • Tubb R, Klapuri A, Dixon S (2012). Thewablet: Scanned synthesis on a multi-touch interface. nameOfConference

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  • Barthet M, Dixon S (2011). Ethnographic observations of musicologists at the british library: Implications for music information retrieval. nameOfConference

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  • Macrae R, Dixon S (2011). Guitar tab mining, analysis and ranking. nameOfConference

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  • Mesnage CS, Rafiq A, Dixon S et al. (2011). Music discovery with social networks. nameOfConference

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  • Benetos E, Dixon S (2011). Joint multi-pitch detection using harmonic envelope estimation for polyphonic music transcription. nameOfConference


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  • Mearns L, Benetos E, Dixon S (2011). Automatically detecting key modulations in J.S. Bach chorale recordings. nameOfConference

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  • Benetos E, Dixon S (2011). Multiple-instrument polyphonic music transcription using a convolutive probabilistic model. 8th Sound and Music Computing Conference

    DOI: doi

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  • Benetos E, Dixon S (2011). A TEMPORALLY-CONSTRAINED CONVOLUTIVE PROBABILISTIC MODEL FOR PITCH DETECTION. nameOfConference


    QMRO: qmroHref
  • Stowell D, Dixon S (2011). MIR in school? Lessons from ethnographic observation of secondary school music classes. ISMIR 2011

    DOI: doi

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  • Stowell D, Barthet M, Dixon S et al. (2011). Musicology for the masses: Situating new audio technologies for musicology and music education. Digital Engagement 2011

    DOI: doi

    QMRO: qmroHref
  • Benetos E, Dixon S (2011). Polyphonic music transcription using note onset and offset detection. nameOfConference


    QMRO: qmroHref
  • Dixon S, Mauch M, Anglade A (2011). Probabilistic and Logic-Based Modelling of Harmony. nameOfConference


    QMRO: qmroHref
  • Macrae R, Neumann J, Anguera X et al. (2011). Real-Time Synchronisation of Multimedia Streams in a Mobile Device. nameOfConference


    QMRO: qmroHref
  • Tidhar D, Fazekas G, Mauch M et al. (2011). Tempest - harpsichord temperament estimation in a Semantic Web environment. nameOfConference


    QMRO: qmroHref
  • Dixon S, Tidhar D, Benetos E (2011). The temperament police: The truth, the ground truth, and nothing but the truth. 12th International Society for Music Information Retrieval Conference

    DOI: doi

    QMRO: qmroHref
  • Benetos E, Dixon S (2010). Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Macrae R, Dixon S (2010). A Guitar Tablature Score Follower. IEEE International Conference on Multimedia & Expo


    QMRO: qmroHref
  • Macrae R, Dixon S (2010). Accurate Real-Time Windowed Time Warping. International Society for Music Information Retrieval conference

    DOI: doi

    QMRO: qmroHref
  • Mauch M, Dixon S (2010). Approximate Note Transcription for the Improved Identification of Difficult Chords. 11th International Society for Music Information Retrieval Conference

    DOI: doi

    QMRO: qmroHref
  • Mearns L, Dixon S (2010). Characterisation of Composer Style Using High Level Musical Features. nameOfConference


    QMRO: qmroHref
  • Mearns L, Dixon S (2010). Characterisation of Composer Style using High-Level Musical Features. 11th International Society for Music Information Retrieval

    DOI: doi

    QMRO: qmroHref
  • Dixon S (2010). Computational Modelling of Harmony. International Symposium on Computer Music Modeling and Retrieval

    DOI: doi

    QMRO: qmroHref
  • Tidhar D, Mauch M, Dixon S (2010). High Precision Frequency Estimation for Harpsichord Tuning Classification. Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on


    QMRO: qmroHref
  • Mearns L, Dixon S (2010). How Do You Characterise Musical Style?. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Anglade A, Benetos E, Mauch M et al. (2010). Improving music genre classification using automatically induced harmony rules. nameOfConference


    QMRO: qmroHref
  • Jacobson K, Dixon S, Sandler M (2010). LinkedBrainz: Providing the MusicBrainz Next Generation Schema as Linked Data. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Benetos E, Dixon S (2010). Multiple-F0 Estimation of Piano Sounds Using a Constant-Q Filterbank. ISCA Tutorial and Research Workshop on Statistical And Perceptual Audition

    DOI: doi

    QMRO: qmroHref
  • Mauch M, Dixon S (2010). Simultaneous Estimation of Chords and Musical Context from Audio. nameOfConference


    QMRO: qmroHref
  • Tidhar D, Fazekas G, Mauch M et al. (2010). Temperament Estimation as an MIR task. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Chudy M, Dixon S (2010). Towards Music Performer Recognition Using Timbre Features. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Dixon S, Sandler M, d'Inverno M et al. (2010). Towards a Distributed Research Environment for Music Informatics and Computational Musicology. nameOfConference


    QMRO: qmroHref
  • Khosrow-Pour M, Dixon S (2009). Audio Analysis Applications for Music. nameOfConference


    QMRO: qmroHref
  • Anglade A, Dixon S (2009). First-Order Logic Classification Models of Musical Genres Based on Harmony. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Anglade A, Ramirez R, Dixon S (2009). Genre Classification Using Harmony Rules Induced from Automatic Chord Transcriptions. International Conference on Music Information Retrieval

    DOI: doi

    QMRO: qmroHref
  • Mauch M, Cannam C, Davies M et al. (2009). OMRAS-2 Metadata Project 2009. 10th International Society for Music Information Retrieval Conference (ISMIR2009), Late-breaking session

    DOI: doi

    QMRO: qmroHref
  • Mauch M, Noland K, Dixon S (2009). Using Musical Structure to Enhance Automatic Chord Transcription. International Society for Music Information Retrieval

    DOI: doi

    QMRO: qmroHref
  • Goebl W, DIXON SE, DePoli G et al. (2008). 'Sense' in Expressive Music Performance: Data Acquisition, Computational Studies and Models. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Mauch M, Dixon S (2008). A Discrete Mixture Model for Chord Labelling. International Conference on Music Information Retrieval

    DOI: doi

    QMRO: qmroHref
  • Mauch M, Müllensiefen D, Dixon S et al. (2008). Applying Tools from Natural Language Processing Analysis to Harmony: A Bottom Up Approach. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Arzt A, Widmer G, Dixon S (2008). Automatic Page Turning for Musicians via Real-Time Machine Listening. European Conference on Artificial Intelligence


    QMRO: qmroHref
  • Mauch M, Müllensiefen D, Dixon S et al. (2008). Can Statistical Language Models be used for the Analysis of Harmonic Progressions?. International Conference on Music Perception and Cognition

    DOI: doi

    QMRO: qmroHref
  • Anglade A, Dixon S (2008). Characterisation of Harmony with Inductive Logic Programming. International Conference on Music Information Retrieval

    DOI: doi

    QMRO: qmroHref
  • Widmer G, DIXON SE, Knees P et al. (2008). From Sound to 'Sense' via Feature Extraction and Machine Learning: Deriving High-Level Descriptors for Characterising Music. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Macrae R, Dixon S (2008). From Toy to Tutor: Note-Scroller is a Game to Teach Music. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • 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

    DOI: doi

    QMRO: qmroHref
  • Dixon S (2007). Evaluation of the audio beat tracking system BeatRoot. nameOfConference


    QMRO: qmroHref
  • Mauch M, Dixon S, Harte C et al. (2007). Discovering Chord Idioms Through Beatles and Real Book Songs. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • Mauch M, Dixon S, Harte C et al. (2007). Discovering chord idioms through Beatles and Real Book songs. nameOfConference


    QMRO: qmroHref
  • Gouyon F, Dixon S, Widmer G (2007). Evaluating low-level features for beat classification and tracking. nameOfConference


    QMRO: qmroHref
  • DIXON SE (2007). Evaluation of the Audio Beat Tracking System BeatRoot. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • DIXON SE (2007). Extraction of Musical Timing from Audio Recordings. CHARM 4 Symposium on Methods for Analysing Recordings 2007 [Invited]

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Bainbridge D, Typke R (2007). Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR07). nameOfConference

    DOI: doi

    QMRO: qmroHref
  • DIXON SE (2007). Tools for Analysis of Musical Expression. 19th International Congress on Acoustics, 2007 [Invited]

    DOI: doi

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  • Gouyon F, Klapuri A, Dixon S et al. (2006). An experimental comparison of audio tempo induction algorithms. nameOfConference


    QMRO: qmroHref
  • Dixon S, Goebl W, Cambouropoulos E (2006). Perceptual smoothness of tempo in expressively performed music. nameOfConference


    QMRO: qmroHref
  • DIXON SE (2006). Onset Detection Revisited. Proceedings of the 9th International Conference on Digital Audio Effects, Montreal, Canada

    DOI: doi

    QMRO: qmroHref
  • Flexer A, Gouyon F, DIXON SE et al. (2006). Probabilistic Combination of Features for Music Classification. Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR 2006), Victoria, BC

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Widmer G (2005). MATCH: A Music Alignment Tool Chest. Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR 2005), London [Best Poster Award]

    DOI: doi

    QMRO: qmroHref
  • DIXON SE (2005). An On-Line Time Warping Algorithm for Tracking Musical Performances. Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05)

    DOI: doi

    QMRO: qmroHref
  • Gouyon F, Dixon S (2005). A review of automatic rhythm description systems. nameOfConference


    QMRO: qmroHref
  • DIXON SE (2005). Audio Analysis Applications for Music. nameOfConference


    QMRO: qmroHref
  • DIXON SE (2005). Live Tracking of Musical Performanes using On-Line Time Warping. Proceedings of the 8th Internaitonal Conference on Digital Audio Effects (DAFx05), Madrid, Spain

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Goebl W, Widmer G (2005). The 'Air Worm': An Interface for Real-Time Manipulation of Expressive Music Performance. Proceedings of the 2005 International Computer Music Conference (ICMC2005), Barcelona, Spain

    DOI: doi

    QMRO: qmroHref
  • Widmer G, DIXON SE, Flexer A et al. (2005). The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (OFAI), Vienna. Proceedings of the 2005 International Computer Music Conference (ICMC2005), Barcelona, Spain

    DOI: doi

    QMRO: qmroHref
  • Gouyon F, DIXON SE (2004). Rhythm Classification: A Tempo-Based Approach. Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Gouyon F, Widmer G (2004). Towards Characterisation of Music via Rythmic Patterns. Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain

    DOI: doi

    QMRO: qmroHref
  • Gouyon F, Wack N, DIXON SE (2004). An Open Source Tool for Semi-Automatic Rhythmic Annotation. Proceedings of the 7th International Conference on Digital Audio Effects (DAFx'04), Naples, Italy

    DOI: doi

    QMRO: qmroHref
  • DIXON SE (2004). Analysis of Musical Content in Digital Audio. nameOfConference


    QMRO: qmroHref
  • Gouyon F, DIXON SE, Pampalk E et al. (2004). Evaluating Rhythmic Descriptors for Musical Genre Classifcation. Proceedings of the AES 25th International Conference, Audio Engineering Scoiety, London

    DOI: doi

    QMRO: qmroHref
  • Pampalk E, Dixon S, Widmer G (2004). Exploring music collections by browsing different views. nameOfConference


    QMRO: qmroHref
  • DIXON SE (2003). Tempo Induction, Beat Tracking and Rhythm-Based Music Classification. Institute for Operations Research and Management Science (INFORMS) Conference 19-22 October 2003, Atlanta, Georgia, USA [Invited]

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Pampalk E, Widmer G (2003). Classification of Dance Music by Periodicity Patterns. Proceedings of the Fourth International Conference on Music Information Retrieval (ISMIR 2003), Baltimore, MD, USA

    DOI: doi

    QMRO: qmroHref
  • Pampalk E, DIXON SE, Widmer G (2003). Exploring Music Collections by Browsing Different Views. Proceedings of the Fourth International Conference on Music Information Retrieval (ISMIR 2003), Baltimore, MD, USA

    DOI: doi

    QMRO: qmroHref
  • Widmer G, Dixon S, Goebl W et al. (2003). In search of the Horowitz factor. nameOfConference


    QMRO: qmroHref
  • Dixon S (2003). On the analysis of musical expression in audio signals. nameOfConference


    QMRO: qmroHref
  • Pampalk E, Dixon S, Widmer G (2003). On the evaluation of perceptual similarity measures for music. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • DIXON SE (2003). Towards Automatic Analysis of Expressive Performance. Proceedings of the 5th Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM5), Hanover, Germany

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Goebl W (2002). Pinpointing the Beat: Tapping to Expressive Preformances. Proceedings of the 7th International Conference on Music Perception and Cognition (ICMPC7), Sydney, Causal Production, Adelaide

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Goebl W, Widmer G (2002). Real-time Tracking and Visualisation of Musical Expression. Proceedings of the 2nd International Conference on Music and Artifical Intelligence (ICMAI'02), Edinburgh, Scotland, Springer, Berlin


    QMRO: qmroHref
  • DIXON SE, Goebl W, Widmer G (2002). The Performance Worm: Real Time Visualisation of Expression Based on Langer's Tempo-Loudness Animation. Proceedings of the 2002 International Computer Music Conference (ICMC'2002), Gothenburg, Sweden, edited by M Nordahl (International Computer Music Association, San Fransisco)

    DOI: doi

    QMRO: qmroHref
  • Goebl W, DIXON SE (2001). Analysis of Tempo Classes in Performances of Mozart Sonatas. Proceedings of the 7th International Syymposium on Systematic and Comparative Musicology and the 3rd International Conference on Cognitive Musicology, Jyvaeskylae, Finland, 16-19 August 2001

    DOI: doi

    QMRO: qmroHref
  • Cambouropoulos E, DIXON SE, Goebl W et al. (2001). Human Preferences for Tempo Smoothness. Proceedings of the 7th International Symposium on Systematic and Comparative Musicology and the 3rd International Conference on Cognitive Musicology

    DOI: doi

    QMRO: qmroHref
  • Dixon S (2001). Automatic extraction of tempo and beat from expressive performances. nameOfConference


    QMRO: qmroHref
  • DIXON SE (2001). An Empirical Comparison of Tempo Trackers. 8th Brazilian Symposium on Computer Music, 21st Congress of the Brazilian Computer Society, 2001

    DOI: doi

    QMRO: qmroHref
  • DIXON SE (2001). An Interactive Beat Tracking and Visualisation System. 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), 2001

    DOI: doi

    QMRO: qmroHref
  • DIXON SE, Goebl W, Cambouropoulos E (2001). Beat Extraction from Expressive Musical Performances. 2001 Meeting of the Society for Music Perception and Cognition (SMPC2001), Kingston, Ontario, Canada

    DOI: doi

    QMRO: qmroHref
  • Widmer G, DIXON SE, Goebl W et al. (2001). Empirical Music Performance Research: OeFAI's Position. MOSART Workshop on Current Research Directions in Computer Music, Audiovisual Institute, Pompeu Fabra University, Barcelona, Spain

    DOI: doi

    QMRO: qmroHref
  • DIXON SE (2001). Learning to Detect Onsets of Acoustic Piano Tones. MOSART Workshop on Current Research Directions in Computer Music, edited by C L Buyoli and R Loureiro, Audiovisual Institute, Pompeu Fabra University, Barcelona, Spain

    DOI: doi

    QMRO: qmroHref
  • Dixon S (2000). A Lightweight Multi-agent Musical Beat Tracking System. nameOfConference


    QMRO: qmroHref
  • Dixon S, Cambouropoulos E (2000). Beat tracking with musical knowledge. nameOfConference

    DOI: doi

    QMRO: qmroHref
  • DIXON S, FOO N (1993). CONNECTIONS BETWEEN THE ATMS AND AGM BELIEF REVISION. nameOfConference

    DOI: doi

    QMRO: qmroHref
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