Professor Simon Dixon, AMusA LMusA BSc(Hons) PhDProfessor of Computer ScienceEmail: s.e.dixon@qmul.ac.ukTelephone: +44 20 7882 7681Room Number: Engineering, Eng 406Website: http://www.eecs.qmul.ac.uk/~simond/Office Hours: Tuesday 16:00-17:00, Wednesday 15:00-16:00TeachingResearchPublicationsTeachingMusic 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.ResearchResearch 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 Chang SK, Benetos E, KIRCHHOFF H et al. (2024). ˜YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation. IEEE International Workshop on Machine Learning for Signal Processing (MLSP) DOI: 10.48550/arxiv.2407.04822 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/98710 Zhang Y, Ikemiya Y, Xia G et al. (2024). MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. International Joint Conference on Artificial Intelligence DOI: 10.24963/ijcai.2024/864 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/98586 Zhang H, Chowdhury S, Cancino-Chacón CE et al. (publicationYear). DExter: Learning and Controlling Performance Expression with Diffusion Models. nameOfConference DOI: 10.3390/app14156543 QMRO: qmroHref Morsi A, Zhang H, Maezawa A et al. (2024). Simulating Piano Performance Mistakes for Music Learning. Sound and Music Computing Conference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/97746 Riley J, Dixon S (2024). Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline. Sound and Music Computing Conference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/97438 Müller M, Dixon S, Volk A et al. (2024). Introducing the TISMIR Education Track: What, Why, How?. nameOfConference DOI: 10.5334/tismir.199 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/97344 Luo Y-J, Ewert S, Dixon S (2024). Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp48485.2024.10447564 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/97925 Riley JX, EDWARDS D, Dixon S (2024). High Resolution Guitar Transcription via Domain Adaptation. International Conference on Acoustics, Speech and Signal Processing DOI: 10.1109/ICASSP48485.2024.10446182 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/94701 Luo Y-J, Dixon S (2024). Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp48485.2024.10447835 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/97926 EDWARDS D, Dixon S, Benetos E et al. (2024). A Data-Driven Analysis of Robust Automatic Piano Transcription. nameOfConference DOI: 10.1109/LSP.2024.3363646 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/94700 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 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/91033 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) DOI: 10.1109/waspaa58266.2023.10248107 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/90038 Edwards D, Dixon S, Benetos E (2023). PiJAMA: Piano Jazz with Automatic MIDI Annotations. nameOfConference DOI: 10.5334/tismir.162 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/91025 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 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/89144 O'Connor B, Dixon S (2023). A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion. Sound and Music Computing DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/89037 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) DOI: 10.1109/icassp49357.2023.10095009 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/88841 Zhang H, Tang J, Rafee S et al. (2022). ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE. 23rd International Society for Music Information Retrieval Conference (ISMIR 2022) DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/89725 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 DOI: 10.24963/ijcai.2022/458 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/84772 Proutskova P, Wolff D, Fazekas G et al. (2022). The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz. nameOfConference DOI: 10.1016/j.websem.2022.100735 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/79687 Agrawal R, Wolff D, Dixon S (2021). A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization. nameOfConference DOI: 10.1109/LSP.2021.3135192 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/77428 O'Connor B, Fazekas G, Dixon S (2021). Zero-shot Singing Technique Conversion. Computer Music Multidisciplinary Research DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/89038 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 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/73591 Foster D, Dixon S (2021). Filosax: A Dataset of Annotated Jazz Saxophone Recordings. 22nd International Society for Music Information Retrieval Conference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/75794 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) DOI: 10.1109/MLSP52302.2021.9596389 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/74336 Demirel E, Ahlbäck S, Dixon S (2021). Computational Pronunciation Analysis in Sung Utterances. European Signal Processing Conference DOI: 10.23919/EUSIPCO54536.2021.9616147 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/79688 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 DOI: 10.1109/ICASSP39728.2021.9414395 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/75798 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) DOI: 10.1109/icassp39728.2021.9414049 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/73480 Zhang Y, Xia G, Levy M et al. (2021). COSMIC: A Conversational Interface for Human-AI Music Co-Creation. New Interfaces for Musical Expression DOI: 10.21428/92fbeb44.110a7a32 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/73471 Demirel E, Ahlbäck S, Dixon S (2021). MSTRE-NET: MULTISTREAMING ACOUSTIC MODELING FOR AUTOMATIC LYRICS TRANSCRIPTION. nameOfConference DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/97931 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 QMRO: qmroHref Vianna Lordelo C, Benetos E, Dixon S et al. (2021). Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation. nameOfConference DOI: 10.1109/LSP.2020.3045915 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/69527 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 DOI: doi QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/68969 Agrawal R, Dixon S (publicationYear). Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment. 2020 28th European Signal Processing Conference DOI: 10.23919/Eusipco47968.2020.9287625 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/67098 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) DOI: 10.1109/ijcnn48605.2020.9207052 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/68991 MISHRA S, Benetos E, Sturm B et al. (2020). Reliable Local Explanations for Machine Listening. International Joint Conference on Neural Networks (IJCNN) DOI: 10.1109/IJCNN48605.2020.9207444 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/64505 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 DOI: 10.24963/ijcai.2020/400 QMRO: qmroHref Stoller D, Ewert S, Dixon S (2020). TRAINING GENERATIVE ADVERSARIAL NETWORKS FROM INCOMPLETE OBSERVATIONS USING FACTORISED DISCRIMINATORS. nameOfConference DOI: doi QMRO: qmroHref KUDUMAKIS P, Dixon S (publicationYear). DMRN+14: Digital Music Research Network Workshop Proceedings 2019. DMRN+14: Digital Music Research Network Workshop 2019 DOI: 10.26494/dmrn.2018.61898 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/61898 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 DOI: 10.1145/3358664.3358672 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64888 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 DOI: 10.1109/WASPAA.2019.8937079 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59067 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 DOI: 10.1371/journal.pone.0221722 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64099 Rodríguez-Algarra F, Sturm BL, Dixon S (2019). Characterising Confounding Effects in Music Classification Experiments through Interventions. nameOfConference DOI: 10.5334/tismir.24 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59716 Dai J, Dixon S (2019). Intonation trajectories within tones in unaccompanied soprano, alto, tenor, bass quartet singing.. nameOfConference DOI: 10.1121/1.5120483 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59698 Mehrabi A, Dixon S, Sandler M (2019). Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds.. nameOfConference DOI: 10.1371/journal.pone.0219955 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59751 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) DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/67099 MISHRA S, STOLLER D, BENETOS E et al. (2019). GAN-based Generation and Automatic Selection of Explanations for Neural Networks. SafeML ICLR 2019 Workshop DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/57216 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 DOI: 10.23919/APSIPA.2018.8659637 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59768 Dai J, Dixon S (2019). Singing together: Pitch accuracy and interaction in unaccompanied unison and duet singing.. nameOfConference DOI: 10.1121/1.5087817 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59696 BENETOS E, DIXON S, Duan Z et al. (2019). Automatic Music Transcription: An Overview. nameOfConference DOI: 10.1109/MSP.2018.2869928 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/54987 KUDUMAKIS P, DIXON S (2018). DMRN+13: Digital Music Research Network Workshop Proceedings 2018. DMRN+13: Digital Music Research Network Workshop 2018 DOI: 10.26494/DMRN.2018.53783 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/53783 Dai J, Dixon S (2019). Understanding Intonation Trajectories and Patterns of Vocal Notes. nameOfConference DOI: 10.1007/978-3-030-05716-9_20 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64889 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 DOI: 10.1109/MLSP.2018.8516706 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/54643 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 DOI: 10.1109/ICASSP.2018.8461722 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/57275 Mehrabi A, Choi K, Dixon S et al. (2018). Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders. ICASSP 2018 DOI: 10.1109/ICASSP.2018.8461566 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/61805 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) DOI: 10.23919/chicc.2018.8483169 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/53928 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 DOI: 10.1007/978-3-319-93764-9_31 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/57276 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 DOI: 10.1109/ICASSP.2018.8461914 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/40583 Weiß C, Mauch M, Dixon S et al. (2019). Investigating style evolution of Western classical music: A computational approach. nameOfConference DOI: 10.1177/1029864918757595 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/53963 PANTELI M, BENETOS E, DIXON S (2018). A review of manual and computational approaches for the study of world music corpora. nameOfConference DOI: 10.1080/09298215.2017.1418896 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31440 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) DOI: 10.23919/eusipco.2018.8553178 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59697 Dixon S, Gómez E, Volk A (2018). Editorial: Introducing the Transactions of the International Society for Music Information Retrieval. nameOfConference DOI: 10.5334/tismir.22 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/66497 Frieler K, Höger F, Pfleiderer M et al. (2018). Two web applications for exploring melodic patterns in jazz solos. nameOfConference DOI: doi QMRO: qmroHref Mishra S, Sturm BL, Dixon S (2018). Understanding a deep machine listening model through feature inversion. nameOfConference DOI: doi QMRO: qmroHref Stoller D, Ewert S, Dixon S (2018). Wave-U-Net: A multi-scale neural network for end-to-end audio source separation. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/39785 PANTELI M, BENETOS E, DIXON S (2017). A computational study on outliers in world music. nameOfConference DOI: 10.1371/journal.pone.0189399 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31245 Mohamad Z, Dixon S, Harte C (2017). Pickup position and plucking point estimation on an electric guitar via autocorrelation.. nameOfConference DOI: 10.1121/1.5016815 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31405 Di Giorgi B, Dixon S, Zanoni M et al. (2017). A data-driven model of tonal chord sequence complexity. nameOfConference DOI: 10.1109/TASLP.2017.2756443 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/28264 WANG S, Ewert SEBASTIAN, Dixon SIMON (2017). Identifying Missing and Extra Notes in Piano Recordings Using Score-Informed Dictionary Learning. nameOfConference DOI: 10.1109/TASLP.2017.2724203 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/24898 NAKAMURA E, Yoshii K, Dixon S (2017). Note Value Recognition for Piano Transcription Using Markov Random Fields. nameOfConference DOI: 10.1109/TASLP.2017.2722103 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/25265 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 DOI: 10.1109/ICASSP.2017.7952114 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/19780 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) DOI: 10.1109/ICASSP.2017.7952236 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64612 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 DOI: 10.1109/ICASSP.2017.7952233 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64613 Mehrabi A, Harte C, Baume C et al. (2017). Music thumbnailing for radio podcasts: A listener evaluation. nameOfConference DOI: 10.17743/jaes.2017.0011 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/25264 MEHRABI A, Dixon S, Sandler (2017). Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid. nameOfConference DOI: 10.1121/1.4974825 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/19492 Dai J, Dixon S (2017). Analysis of interactive intonation in unaccompanied SATB ensembles. nameOfConference DOI: doi QMRO: qmroHref Li S, Dixon S, Plumbley MD (2017). Clustering expressive timing with regressed polynomial coefficients demonstrated by a model selection test. nameOfConference DOI: doi QMRO: qmroHref Mohamad Z, Dixon S, Harte C (2017). Estimating pickup and plucking positions of guitar tones and chords with audio effects. nameOfConference DOI: doi QMRO: qmroHref Kedyte V, Panteli M, Weyde T et al. (2017). Geographical origin prediction of folk music recordings from the United Kingdom. nameOfConference DOI: doi QMRO: qmroHref Mishra S, Sturm BL, Dixon S (2017). Local interpretable model-agnostic explanations for music content analysis. nameOfConference DOI: doi QMRO: qmroHref 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 DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/19348 MISHRA S, Sturm B, Dixon S (2016). Explaining Predictions of Machine Listening Systems. DMRN+11: Digital Music Research Network One-day Workshop 2016 DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/19395 Wang S, Ewert S, Dixon S (2016). Robust and efficient joint alignment of multiple musical performances. nameOfConference DOI: 10.1109/TASLP.2016.2598318 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/15523 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 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/18075 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 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/12637 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 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/12616 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) DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/11743 QUINTON E, Sandler M, Dixon S (2016). ESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR. nameOfConference DOI: 10.1109/ICASSP.2016.7471676 QMRO: qmroHref Sigtia S, Benetos E, Dixon S (2016). An End-to-End Neural Network for Polyphonic Piano Music Transcription. nameOfConference DOI: 10.1109/TASLP.2016.2533858 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/17623 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 DOI: doi QMRO: qmroHref Stoller D, Dixon S (2016). Analysis and classification of phonation modes in singing. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/13500 Panteli M, Dixon S (2016). On the evaluation of rhythmic and melodic descriptors for music similarity. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/13076 Song Y, Dixon S, Pearce MT et al. (2016). Perceived and Induced Emotion Responses to Popular Music: Categorical and Dimensional Models. nameOfConference DOI: 10.1525/MP.2016.33.4.472 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/11214 MOHAMAD Z, Dixon S, Harte C (2015). Digitally Moving an Electric Guitar Pickup. International Conference on Digital Audio Effects (DAFx-15) DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/19417 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 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/22177 Cheng T, Dixon S, Mauch M (2015). Improving Piano Note Tracking by HMM Smoothing. 2015 23rd European Signal Processing Conference (EUSIPCO) DOI: 10.1109/eusipco.2015.7362736 QMRO: qmroHref Foster P, Dixon S, Klapuri A (2015). Identifying Cover Songs Using Information-Theoretic Measures of Similarity. nameOfConference DOI: 10.1109/TASLP.2015.2416655 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/11224 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) DOI: 10.1109/ICASSP.2015.7178333 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/9420 Sigtia S, Benetos E, Boulanger-Lewandowski N et al. (2015). A HYBRID RECURRENT NEURAL NETWORK FOR MUSIC TRANSCRIPTION. nameOfConference DOI: doi QMRO: qmroHref Tubb R, Dixon S (2015). An Evaluation of Multidimensional Controllers for Sound Design Tasks. nameOfConference DOI: 10.1145/2702123.2702499 QMRO: qmroHref Dai J, Mauch M, Dixon S (2015). Analysis of Intonation Trajectories in Solo Singing. nameOfConference DOI: doi QMRO: qmroHref Sigtia S, Boulanger-Lewandowski N, Dixon S (2015). Audio Chord Recognition with a Hybrid Recurrent Neural Network. nameOfConference DOI: doi QMRO: qmroHref Wilmering T, Fazekas G, Dixon S et al. (2015). Automating Annotation of Media with Linked Data Workflows. nameOfConference DOI: 10.1145/2740908.2742913 QMRO: qmroHref Wang S, Ewert S, Dixon S (2015). COMPENSATING FOR ASYNCHRONIES BETWEEN MUSICAL VOICES IN SCORE-PERFORMANCE ALIGNMENT. nameOfConference DOI: doi QMRO: qmroHref Osmalskyj J, Foster P, Dixon S et al. (2015). Combining Features for Cover Song Identification. nameOfConference DOI: doi QMRO: qmroHref Wang S, Ewert S, Dixon S (2015). Compensating for Asynchronies between Musical Voices in Score-Performance Alignment. nameOfConference DOI: 10.1109/ICASSP.2015.7178037 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/12170 Mauch M, Cannam C, Bittner R et al. (2015). Computer-aided Melody Note Transcription Using the Tony Software: Accuracy and Efficiency. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/7247 Song Y, Dixon S (2015). How Well Can a Music Emotion Recognition System Predict the Emotional Responses of Participants?. nameOfConference DOI: doi QMRO: qmroHref Cheng T, Dixon S, Mauch M (2015). MODELLING THE DECAY OF PIANO SOUNDS. nameOfConference DOI: doi QMRO: qmroHref Cheng T, Dixon S, Mauch M (2015). Modelling the Decay of Piano Sounds. IEEE International Conference on Acoustics Speech and Signal Processing DOI: 10.1109/ICASSP.2015.7178038 QMRO: qmroHref Tidhar D, Dixon S, Benetos E et al. (2014). The temperament police. nameOfConference DOI: 10.1093/em/cau101 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/9419 Weyde T, Cottrell S, Dykes J et al. (2014). Big Data for Musicology. 1st International Digital Libraries for Musicology workshop DOI: 10.1145/2660168.2660187 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/9417 Mauch M, Frieler K, Dixon S (2014). Intonation in unaccompanied singing: accuracy, drift, and a model of reference pitch memory.. nameOfConference DOI: 10.1121/1.4881915 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/6063 Sigtia S, Dixon S (2014). Improved Music Feature Learning with Deep Neural Networks. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2014.6854949 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/10716 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) DOI: 10.1109/icassp.2014.6853862 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/8028 Cheng T, Dixon S, Mauch M (2014). A Comparison of Extended Source-Filter Models for Musical Signal Reconstruction. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/8152 Tubb R, Dixon S (2014). A Four Strategy Model of Creative Parameter Space Interaction. nameOfConference DOI: doi QMRO: qmroHref Tubb R, Dixon S (2014). A Zoomable Mapping of a Musical Parameter Space Using Hilbert Curves. nameOfConference DOI: 10.1162/COMJ_a_00254 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/7973 Cheng T, Dixon S, Mauch M (2014). A comparison of extended source-filter models for musical signal reconstruction. nameOfConference DOI: doi QMRO: qmroHref Tubb R, Dixon S (2014). A four strategy model of creative parameter space interaction. nameOfConference DOI: doi QMRO: qmroHref 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) DOI: 10.1109/EUSIPCO.2016.7760422 QMRO: qmroHref Thompson L, Mauch M, Dixon S (2014). Drum Transcription via Classification of Bar-level Rhythmic Patterns. 15th International Society for Music Information Retrieval Conference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/7250 Stowell D, Dixon S (2014). Integration of informal music technologies in secondary school music lessons. nameOfConference DOI: 10.1017/S026505171300020X QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/9954 Sigtia S, Benetos E, Cherla S et al. (2014). RNN-based Music Language Models for Improving Automatic Music Transcription. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/9415 Wang S, Ewert S, Dixon S (2014). Robust Joint Alignment of Multiple Versions of a Piece of Music. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/12554 Foster P, Mauch M, Dixon S (2014). Sequential Complexity as a Descriptor for Musical Similarity. nameOfConference DOI: 10.1109/TASLP.2014.2357676 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/7328 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 DOI: doi QMRO: qmroHref Tubb R, Dixon S (2014). The Divergent Interface: Supporting Creative Exploration of Parameter Spaces. nameOfConference DOI: doi QMRO: qmroHref Weiss C, Mauch M, Dixon S (2014). Timbre-invariant Audio Features for Style Analysis of Classical Music. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/7518 Mauch M, Dixon S (2014). pYIN: a Fundamental Frequency Estimator Using Probabilistic Threshold Distributions. nameOfConference DOI: 10.1109/ICASSP.2014.6853678 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/6040 Benetos E, Dixon S, Giannoulis D et al. (2013). Automatic music transcription: Challenges and future directions. nameOfConference DOI: 10.1007/s10844-013-0258-3 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/7938 Foster P, Dixon S, Klapuri A (2013). Identification of cover songs using information theoretic measures of similarity. nameOfConference DOI: 10.1109/ICASSP.2013.6637746 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/8007 Kirchhoff H, Dixon S, Klapuri A (2013). Missing template estimation for user-assisted music transcription. nameOfConference DOI: 10.1109/ICASSP.2013.6637602 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/11223 Chudy M, Dixon S (2013). Recognising Cello Performers Using Timbre Models. nameOfConference DOI: 10.1007/978-3-319-00035-0_52 QMRO: qmroHref Chudy M, Carrillo AP, Dixon S (2013). On the relation between gesture, tone production and perception in classical cello performance. nameOfConference DOI: 10.1121/1.4801077 QMRO: qmroHref Serra X, Magas M, Benetos E et al. (2013). Roadmap for Music Information ReSearch. nameOfConference DOI: doi QMRO: qmroHref Chudy M, Pérez Carrillo A, Dixon S (2013). On the relation between gesture, tone production, and perception in classical cello performance.. nameOfConference DOI: 10.1121/1.4805316 QMRO: qmroHref Benetos E, Dixon S (2013). Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model. nameOfConference DOI: 10.1121/1.4790351 QMRO: qmroHref Cheng T, Dixon S, Mauch M (2013). A DETERMINISTIC ANNEALING EM ALGORITHM FOR AUTOMATIC MUSIC TRANSCRIPTION. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/6059 Allik A, Fazekas G, Dixon S et al. (2013). A Shared Vocabulary for Audio Features. nameOfConference DOI: 10.1007/978-3-642-41242-4_44 QMRO: qmroHref Song Y, Dixon S, Pearce M et al. (2013). Do online social tags predict perceived or induced emotional responses to music?. nameOfConference DOI: doi QMRO: qmroHref Allik A, Fazekas G, Dixon S et al. (2013). Facilitating Music Information Research with Shared Open Vocabularies. nameOfConference DOI: 10.1007/978-3-642-41242-4_20 QMRO: qmroHref Chudy M, Dixon S (2013). Recognising cello performers using timbre models. nameOfConference DOI: 10.1007/978-3-319-00035-0_52 QMRO: qmroHref Kirchhoff H, Dixon S, Klapuri A (2012). Multi-template shift-variant non-negative matrix deconvolution for semi-automatic music transcription. nameOfConference DOI: doi QMRO: qmroHref Macrae R, Dixon S (2012). Ranking lyrics for online search. nameOfConference DOI: doi QMRO: qmroHref Tubb R, Klapuri A, Dixon S (2012). Thewablet: Scanned synthesis on a multi-touch interface. nameOfConference DOI: doi QMRO: qmroHref Ganseman J, Scheunders P, Dixon S (2012). Improving PLCA-based score-informed source separation with invertible Constant-Q Transforms. nameOfConference DOI: doi QMRO: qmroHref 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) DOI: doi QMRO: qmroHref Benetos E, Dixon S (2012). Temporally-constrained convolutive probabilistic latent component analysis for multi-pitch detection. nameOfConference DOI: 10.1007/978-3-642-28551-6_45 QMRO: qmroHref Mauch M, Dixon S (2012). A Corpus-based Study Of Rhythm Patterns. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/6060 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 DOI: doi QMRO: qmroHref Benetos E, Dixon S (2012). A Shift-Invariant Latent Variable Model for Automatic Music Transcription. nameOfConference DOI: 10.1162/COMJ_a_00146 QMRO: qmroHref Arzt A, Widmer G, Dixon S (2012). ADAPTIVE DISTANCE NORMALIZATION FOR REAL-TIME MUSIC TRACKING. nameOfConference DOI: doi QMRO: qmroHref Benetos E, Lagrange M, Dixon S (2012). Characterisation of acoustic scenes using a temporally-constrained shift-invariant model. nameOfConference DOI: doi QMRO: qmroHref Dixon S, Mauch M, Tidhar D (2012). Estimation of harpsichord inharmonicity and temperament from musical recordings.. nameOfConference DOI: 10.1121/1.3651238 QMRO: qmroHref Song Y, Dixon S, Pearce M (2012). Evaluation of musical features for emotion classification. nameOfConference DOI: doi QMRO: qmroHref Terrell MJ, Fazekas G, Simpson AJR et al. (2012). Listening level changes music similarity. nameOfConference DOI: doi QMRO: qmroHref Benetos E, Klapuri A, Dixon S (2012). SCORE-INFORMED TRANSCRIPTION FOR AUTOMATIC PIANO TUTORING. nameOfConference DOI: doi QMRO: qmroHref 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 DOI: 10.1109/ICASSP.2012.6287833 QMRO: qmroHref Tubb R, Klapuri A, Dixon S (2012). Thewablet: Scanned synthesis on a multi-touch interface. nameOfConference DOI: doi QMRO: qmroHref Barthet M, Dixon S (2011). Ethnographic observations of musicologists at the british library: Implications for music information retrieval. nameOfConference DOI: doi QMRO: qmroHref Macrae R, Dixon S (2011). Guitar tab mining, analysis and ranking. nameOfConference DOI: doi QMRO: qmroHref Mesnage CS, Rafiq A, Dixon S et al. (2011). Music discovery with social networks. nameOfConference DOI: doi QMRO: qmroHref Benetos E, Dixon S (2011). Joint multi-pitch detection using harmonic envelope estimation for polyphonic music transcription. nameOfConference DOI: 10.1109/JSTSP.2011.2162394 QMRO: qmroHref Mearns L, Benetos E, Dixon S (2011). Automatically detecting key modulations in J.S. Bach chorale recordings. nameOfConference DOI: doi QMRO: qmroHref Benetos E, Dixon S (2011). Multiple-instrument polyphonic music transcription using a convolutive probabilistic model. 8th Sound and Music Computing Conference DOI: doi QMRO: qmroHref Benetos E, Dixon S (2011). A TEMPORALLY-CONSTRAINED CONVOLUTIVE PROBABILISTIC MODEL FOR PITCH DETECTION. nameOfConference DOI: 10.1109/ASPAA.2011.6082270 QMRO: qmroHref Stowell D, Dixon S (2011). MIR in school? Lessons from ethnographic observation of secondary school music classes. ISMIR 2011 DOI: doi QMRO: qmroHref 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 DOI: 10.1109/ICASSP.2011.5946322 QMRO: qmroHref Dixon S, Mauch M, Anglade A (2011). Probabilistic and Logic-Based Modelling of Harmony. nameOfConference DOI: 10.1007/978-3-642-23126-1_1 QMRO: qmroHref Macrae R, Neumann J, Anguera X et al. (2011). Real-Time Synchronisation of Multimedia Streams in a Mobile Device. nameOfConference DOI: 10.1109/ICME.2011.6011966 QMRO: qmroHref Tidhar D, Fazekas G, Mauch M et al. (2011). Tempest - harpsichord temperament estimation in a Semantic Web environment. nameOfConference DOI: 10.1080/09298215.2010.520720 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 DOI: 10.1109/ICME.2010.5582963 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 DOI: 10.1145/1878003.1878016 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 DOI: 10.1109/ICASSP.2010.5496213 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 DOI: 10.1080/09298215.2010.525654 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 DOI: 10.1109/TASL.2009.2032947 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 DOI: 10.1080/09298215.2010.545241 QMRO: qmroHref Khosrow-Pour M, Dixon S (2009). Audio Analysis Applications for Music. nameOfConference DOI: 10.4018/978-1-60566-026-4.ch048 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 DOI: 10.3233/978-1-58603-891-5-241 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 DOI: 10.1080/09298210701653310 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 DOI: 10.1111/josi.12045 QMRO: qmroHref Gouyon F, Dixon S, Widmer G (2007). Evaluating low-level features for beat classification and tracking. nameOfConference DOI: 10.1109/ICASSP.2007.367318 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 QMRO: qmroHref Gouyon F, Dixon S (2006). ISMIR 2006 tutorial: Computational rhythm description. nameOfConference DOI: doi QMRO: qmroHref Gouyon F, Klapuri A, Dixon S et al. (2006). An experimental comparison of audio tempo induction algorithms. nameOfConference DOI: 10.1109/TSA.2005.858509 QMRO: qmroHref Dixon S, Goebl W, Cambouropoulos E (2006). Perceptual smoothness of tempo in expressively performed music. nameOfConference DOI: 10.1525/mp.2006.23.3.195 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 Dixon S (1997). Beat induction and rhythm recognition. nameOfConference DOI: 10.1007/3-540-63797-4_84 QMRO: qmroHref Gouyon F, Dixon S (2005). A review of automatic rhythm description systems. nameOfConference DOI: 10.1162/comj.2005.29.1.34 QMRO: qmroHref DIXON SE (2005). Audio Analysis Applications for Music. nameOfConference DOI: 10.4018/978-1-59140-553-5.ch036 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 DOI: 10.4018/978-1-59140-196-4.ch011 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 DOI: 10.1162/014892604323112248 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 DOI: 10.1609/aimag.v24i3.1722 QMRO: qmroHref Dixon S (2003). On the analysis of musical expression in audio signals. nameOfConference DOI: 10.1117/12.476314 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 DOI: 10.1007/3-540-45722-4_7 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 DOI: 10.1076/jnmr.30.1.39.7119 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 DOI: 10.1007/3-540-44533-1_77 QMRO: qmroHref Dixon S, Cambouropoulos E (2000). Beat tracking with musical knowledge. nameOfConference DOI: doi QMRO: qmroHref Powers DMW, Clark CR, Dixon SE et al. (1996). Cocktails and brainwaves experiments with complex and subliminal auditory stimuli. nameOfConference DOI: doi QMRO: qmroHref Dixon S (1996). A Dynamic Modelling Approach to Music Recognition. nameOfConference DOI: doi QMRO: qmroHref DIXON S, FOO N (1993). CONNECTIONS BETWEEN THE ATMS AND AGM BELIEF REVISION. nameOfConference DOI: doi QMRO: qmroHref