Simon Dixon

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 111

Top Venues

CoRR

ISMIR

ICASSP

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Drew Edwards, Simon Dixon, Emmanouil Benetos, Akira Maezawa, Yuta Kusaka
A Data-Driven Analysis of Robust Automatic Piano Transcription. CoRR (2024)
Sungkyun Chang, Emmanouil Benetos, Holger Kirchhoff, Simon Dixon
YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation. CoRR (2024)
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning. CoRR (2024)
Yin-Jyun Luo, Simon Dixon
Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion. ICASSP (2024)
Meinard Müller, Simon Dixon, Anja Volk, Bob L. T. Sturm, Preeti Rao, Mark Gotham
Introducing the TISMIR Education Track: What, Why, How? Trans. Int. Soc. Music. Inf. Retr. 7 (1) (2024)
Xavier Riley, Simon Dixon
Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline. CoRR (2024)
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder. ICASSP (2024)
Drew Edwards, Simon Dixon, Emmanouil Benetos, Akira Maezawa, Yuta Kusaka
A Data-Driven Analysis of Robust Automatic Piano Transcription. IEEE Signal Process. Lett. 31 (2024)
Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. CoRR (2024)
Xavier Riley, Drew Edwards, Simon Dixon
High Resolution Guitar Transcription via Domain Adaptation. CoRR (2024)
Xavier Riley, Drew Edwards, Simon Dixon
High Resolution Guitar Transcription Via Domain Adaptation. ICASSP (2024)
Xavier Riley, Simon Dixon
FiloBass: A Dataset and Corpus Based Study of Jazz Basslines. ISMIR (2023)
Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino Chacón
Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. ISMIR (2023)
Brendan O'Connor, Simon Dixon
A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion. CoRR (2023)
Carey Bunks, Tillman Weyde, Simon Dixon, Bruno Di Giorgi
Modeling Harmonic Similarity for Jazz Using Co-occurrence Vectors and the Membrane Area. ISMIR (2023)
Drew Edwards, Simon Dixon, Emmanouil Benetos
PiJAMA: Piano Jazz with Automatic MIDI Annotations. Trans. Int. Soc. Music. Inf. Retr. 6 (1) (2023)
Yixiao Zhang, Akira Maezawa, Gus Xia, Kazuhiko Yamamoto, Simon Dixon
Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing. CoRR (2023)
Xavier Riley, Simon Dixon
CREPE Notes: A new method for segmenting pitch contours into discrete notes. CoRR (2023)
Xavier Riley, Simon Dixon
FiloBass: A Dataset and Corpus Based Study of Jazz Basslines. CoRR (2023)
Huan Zhang, Simon Dixon
Disentangling the Horowitz Factor: Learning Content and Style From Expressive Piano Performance. ICASSP (2023)
Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino Chacón
Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. CoRR (2023)
Ivan Shanin, Simon Dixon
Annotating Jazz Recordings Using Lead Sheet Alignment with Deep Chroma Features. WASPAA (2023)
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio. CoRR (2022)
Polina Proutskova, Daniel Wolff, György Fazekas, Klaus Frieler, Frank Höger, Olga Velichkina, Gabriel Solis, Tillman Weyde, Martin Pfleiderer, Hélène Camille Crayencour, Geoffroy Peeters, Simon Dixon
The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz. J. Web Semant. 74 (2022)
Ruchit Agrawal, Daniel Wolff, Simon Dixon
A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization. CoRR (2022)
Ruchit Agrawal, Daniel Wolff, Simon Dixon
A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization. IEEE Signal Process. Lett. 29 (2022)
Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. CoRR (2022)
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio. IJCAI (2022)
Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. ISMIR (2022)
Huan Zhang, Jingjing Tang, Syed Rm Rafee, Simon Dixon, George Fazekas, Geraint A. Wiggins
ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance. ISMIR (2022)
Emir Demirel, Sven Ahlbäck, Simon Dixon
Low Resource Audio-To-Lyrics Alignment from Polyphonic Music Recordings. ICASSP (2021)
Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck, Patrik Ohlsson
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation. IEEE Signal Process. Lett. 28 (2021)
Ruchit Agrawal, Daniel Wolff, Simon Dixon
Structure-Aware Audio-to-Score Alignment Using Progressively Dilated Convolutional Neural Networks. ICASSP (2021)
Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck
Pitch-Informed Instrument Assignment using a Deep Convolutional Network with Multiple Kernel Shapes. ISMIR (2021)
Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck, Patrik Ohlsson
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation. CoRR (2021)
Ruchit Agrawal, Daniel Wolff, Simon Dixon
Structure-Aware Audio-to-Score Alignment using Progressively Dilated Convolutional Neural Networks. CoRR (2021)
Yixiao Zhang, Gus Xia, Mark Levy, Simon Dixon
COSMIC: A Conversational Interface for Human-AI Music Co-Creation. NIME (2021)
Emir Demirel, Sven Ahlbäck, Simon Dixon
MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription. CoRR (2021)
Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck
Pitch-Informed Instrument Assignment Using a Deep Convolutional Network with Multiple Kernel Shapes. CoRR (2021)
Dave Foster, Simon Dixon
Filosax: A Dataset of Annotated Jazz Saxophone Recordings. ISMIR (2021)
Ken O'Hanlon, Emmanouil Benetos, Simon Dixon
Detecting Cover Songs with Pitch Class Key-Invariant Networks. MLSP (2021)
Emir Demirel, Sven Ahlbäck, Simon Dixon
Computational Pronunciation Analysis in Sung Utterances. CoRR (2021)
Emir Demirel, Sven Ahlbäck, Simon Dixon
Computational Pronunciation Analysis in Sung Utterances. EUSIPCO (2021)
Brendan O'Connor, Simon Dixon, George Fazekas
Zero-shot Singing Technique Conversion. CoRR (2021)
Emir Demirel, Sven Ahlbäck, Simon Dixon
Low Resource Audio-to-Lyrics Alignment From Polyphonic Music Recordings. CoRR (2021)
Emir Demirel, Sven Ahlbäck, Simon Dixon
MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription. ISMIR (2021)
Brendan O'Connor, Simon Dixon, George Fazekas
An Exploratory Study on Perceptual Spaces of the Singing Voice. CoRR (2021)
Emir Demirel, Sven Ahlbäck, Simon Dixon
Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention. CoRR (2020)
Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon
Reliable Local Explanations for Machine Listening. IJCNN (2020)
Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon
Reliable Local Explanations for Machine Listening. CoRR (2020)
Ruchit Agrawal, Simon Dixon
Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment. CoRR (2020)
Ruchit Agrawal, Simon Dixon
Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment. EUSIPCO (2020)
Ruchit Agrawal, Simon Dixon
A Hybrid Approach to Audio-to-Score Alignment. CoRR (2020)
Emir Demirel, Sven Ahlbäck, Simon Dixon
Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention. IJCNN (2020)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators. ICLR (2020)
Daniel Stoller, Mi Tian, Sebastian Ewert, Simon Dixon
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling. IJCAI (2020)
Jiajie Dai, Simon Dixon
Understanding Intonation Trajectories and Patterns of Vocal Notes. MMM (2) (2019)
Daniel Stoller, Mi Tian, Sebastian Ewert, Simon Dixon
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling. CoRR (2019)
Saumitra Mishra, Daniel Stoller, Emmanouil Benetos, Bob L. Sturm, Simon Dixon
GAN-based Generation and Automatic Selection of Explanations for Neural Networks. CoRR (2019)
Klaus Frieler, Dogac Basaran, Frank Höger, Hélène Camille Crayencour, Geoffroy Peeters, Simon Dixon
Don't hide in the frames: Note- and pattern-based evaluation of automated melody extraction algorithms. DLfM (2019)
Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck
Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation. WASPAA (2019)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators. CoRR (2019)
Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck
Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation. CoRR (2019)
Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert
Automatic Music Transcription: An Overview. IEEE Signal Process. Mag. 36 (1) (2019)
Francisco Rodríguez-Algarra, Bob L. Sturm, Simon Dixon
Characterising Confounding Effects in Music Classification Experiments through Interventions. Trans. Int. Soc. Music. Inf. Retr. 2 (1) (2019)
Adib Mehrabi, Keunwoo Choi, Simon Dixon, Mark B. Sandler
Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders. ICASSP (2018)
Eita Nakamura, Ryo Nishikimi, Simon Dixon, Kazuyoshi Yoshii
Probabilistic Sequential Patterns for Singing Transcription. APSIPA (2018)
Adib Mehrabi, Keunwoo Choi, Simon Dixon, Mark B. Sandler
Similarity measures for vocal-based drum sample retrieval using deep convolutional auto-encoders. CoRR (2018)
Daniel Stoller, Vincent Akkermans, Simon Dixon
Detection of Cut-Points for Automatic Music Rearrangement. MLSP (2018)
Saumitra Mishra, Bob L. Sturm, Simon Dixon
"What are You Listening to?" Explaining Predictions of Deep Machine Listening Systems. EUSIPCO (2018)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation. CoRR (2018)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Jointly Detecting and Separating Singing Voice: A Multi-Task Approach. LVA/ICA (2018)
Saumitra Mishra, Bob L. Sturm, Simon Dixon
Understanding a Deep Machine Listening Model Through Feature Inversion. ISMIR (2018)
Klaus Frieler, Frank Höger, Martin Pfleiderer, Simon Dixon
Two Web Applications for Exploring Melodic Patterns in Jazz Solos. ISMIR (2018)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction. ICASSP (2018)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation. ISMIR (2018)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Jointly Detecting and Separating Singing Voice: A Multi-Task Approach. CoRR (2018)
Eita Nakamura, Emmanouil Benetos, Kazuyoshi Yoshii, Simon Dixon
Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization. ICASSP (2018)
Simon Dixon, Emilia Gómez, Anja Volk
Editorial: Introducing the Transactions of the International Society for Music Information Retrieval. Trans. Int. Soc. Music. Inf. Retr. 1 (1) (2018)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction. CoRR (2017)
Bruno Di Giorgi, Simon Dixon, Massimiliano Zanoni, Augusto Sarti
A Data-Driven Model of Tonal Chord Sequence Complexity. IEEE ACM Trans. Audio Speech Lang. Process. 25 (11) (2017)
Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon
Towards the characterization of singing styles in world music. ICASSP (2017)
Jiajie Dai, Simon Dixon
Analysis of Interactive Intonation in Unaccompanied SATB Ensembles. ISMIR (2017)
Elio Quinton, Ken O'Hanlon, Simon Dixon, Mark B. Sandler
Tracking metrical structure changes with sparse-NMF. ICASSP (2017)
Siying Wang, Sebastian Ewert, Simon Dixon
Identifying Missing and Extra Notes in Piano Recordings Using Score-Informed Dictionary Learning. IEEE ACM Trans. Audio Speech Lang. Process. 25 (10) (2017)
Zulfadhli Mohamad, Simon Dixon, Christopher Harte
Pickup position and plucking point estimation on an electric guitar. ICASSP (2017)
Eita Nakamura, Kazuyoshi Yoshii, Simon Dixon
Note Value Recognition for Piano Transcription Using Markov Random Fields. IEEE ACM Trans. Audio Speech Lang. Process. 25 (9) (2017)
Vytaute Kedyte, Maria Panteli, Tillman Weyde, Simon Dixon
Geographical Origin Prediction of Folk Music Recordings from the United Kingdom. ISMIR (2017)
Saumitra Mishra, Bob L. Sturm, Simon Dixon
Local Interpretable Model-Agnostic Explanations for Music Content Analysis. ISMIR (2017)
Eita Nakamura, Kazuyoshi Yoshii, Simon Dixon
Note Value Recognition for Rhythm Transcription Using a Markov Random Field Model for Musical Scores and Performances of Piano Music. CoRR (2017)
Shengchen Li, Simon Dixon, Mark D. Plumbley
Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test. ISMIR (2017)
Daniel Stoller, Simon Dixon
Analysis and Classification of Phonation Modes In Singing. ISMIR (2016)
Jiajie Dai, Simon Dixon
Analysis of Vocal Imitations of Pitch Trajectories. ISMIR (2016)
Siying Wang, Sebastian Ewert, Simon Dixon
Robust and Efficient Joint Alignment of Multiple Musical Performances. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Elio Quinton, Mark B. Sandler, Simon Dixon
Estimation of the reliability of multiple rhythm features extraction from a single descriptor. ICASSP (2016)
Siddharth Sigtia, Emmanouil Benetos, Simon Dixon
An End-to-End Neural Network for Polyphonic Piano Music Transcription. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
Tian Cheng, Matthias Mauch, Emmanouil Benetos, Simon Dixon
An Attack/Decay Model for Piano Transcription. ISMIR (2016)
Maria Panteli, Emmanouil Benetos, Simon Dixon
Learning a Feature Space for Similarity in World Music. ISMIR (2016)
Siying Wang, Sebastian Ewert, Simon Dixon
Robust Joint Alignment of Multiple Versions of a Piece of Music. CoRR (2016)
Maria Panteli, Simon Dixon
On the Evaluation of Rhythmic and Melodic Descriptors for Music Similarity. ISMIR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Simon Dixon