Matthew E. P. Davies

According to our database, Matthew E. P. Davies authored at least 50 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search.

Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies

CoRR, 2024

Tempo estimation as fully self-supervised binary classification.

Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies

CoRR, 2024

On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations.

Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg

CoRR, 2024

2023

Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music.

Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Tempo vs. Pitch: Understanding Self-Supervised Tempo Estimation.

Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

An Analysis Method for Metric-Level Switching in Beat Tracking.

Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang

IEEE Signal Process. Lett., 2022

Symbolic Music Generation Conditioned on Continuous-Valued Emotions.

Serkan Sulun, Matthew E. P. Davies, Paula Viana

IEEE Access, 2022

2021

On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks.

Serkan Sulun, Matthew E. P. Davies

IEEE J. Sel. Top. Signal Process., 2021

2020

Shift If You Can: Counting and Visualising Correction Operations for Beat Tracking Evaluation.

António Sá Pinto, Inês Domingues, Matthew E. P. Davies

CoRR, 2020

TIV.lib: an open-source library for the tonal description of musical audio.

António Ramires, Gilberto Bernardes, Matthew E. P. Davies, Xavier Serra

CoRR, 2020

Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto.

Matthew E. P. Davies, Magdalena Fuentes, João Fonseca, Luís Aly, Marco Jerónimo, Filippo Bonini Baraldi

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation.

Sebastian Böck, Matthew E. P. Davies

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular Music.

Oriol Nieto, Matthew C. McCallum, Matthew E. P. Davies, Andrew Robertson, Adam M. Stark, Eran Egozy

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other.

Sebastian Böck, Matthew E. P. Davies, Peter Knees

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Tapping Along to the Difficult Ones: Leveraging User-Input for Beat Tracking in Highly Expressive Musical Content.

António Sá Pinto, Matthew E. P. Davies

Proceedings of the Perception, Representations, Image, Sound, Music, 2019

2018

An audio-only method for advertisement detection in broadcast television content.

António Ramires, Diogo Cocharro, Matthew E. P. Davies

CoRR, 2018

User Specific Adaptation in Automatic Transcription of Vocalised Percussion.

António Ramires, Rui Penha, Matthew E. P. Davies

CoRR, 2018

2017

Embedded Systems Feel the Beat in New Orleans: Highlights from the IEEE Signal Processing Cup 2017 Student Competition [SP Competitions].

Craig T. Jin, Matthew E. P. Davies, Patrizio Campisi

IEEE Signal Process. Mag., 2017

Automatic musical key estimation with adaptive mode bias.

Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A Hierarchical Harmonic Mixing Method.

Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes

Proceedings of the Music Technology with Swing - 13th International Symposium, 2017

2016

Harmony Generation Driven by a Perceptually Motivated Tonal Interval Space.

Gilberto Bernardes, Diogo Cocharro, Carlos Guedes, Matthew E. P. Davies

Comput. Entertain., 2016

2015

Conchord: An Application for Generating Musical Harmony by Navigating in the Tonal Interval Space.

Gilberto Bernardes, Diogo Cocharro, Carlos Guedes, Matthew E. P. Davies

Proceedings of the Music, Mind, and Embodiment - 11th International Symposium, 2015

2014

Multi-Feature Beat Tracking.

José Ricardo Zapata, Matthew E. P. Davies, Emilia Gómez

IEEE ACM Trans. Audio Speech Lang. Process., 2014

AutoMashUpper: automatic creation of multi-song music mashups.

Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Improvasher: A Real-Time Mashup System for Live Musical Input.

Matthew E. P. Davies, Adam M. Stark, Fabien Gouyon, Masataka Goto

Proceedings of the 14th International Conference on New Interfaces for Musical Expression, 2014

Evaluating the Evaluation Measures for Beat Tracking.

Matthew E. P. Davies, Sebastian Böck

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Real-time Manipulation of Syncopation in Audio Loops.

Diogo Cocharro, George Sioros, Marcelo F. Caetano, Matthew E. P. Davies

Proceedings of the Music Technology meets Philosophy, 2014

Considering Roughness to Describe and Generate Vertical Musical Structure in Content-Based Algorithmic-Assisted Audio Composition.

Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes, Bruce W. Pennycook

Proceedings of the Music Technology meets Philosophy, 2014

2013

Transfer Learning In Mir: Sharing Learned Latent Representations For Music Audio Classification And Similarity.

Philippe Hamel, Matthew E. P. Davies, Kazuyoshi Yoshii, Masataka Goto

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

AutoMashUpper: An Automatic Multi-Song Mashup System.

Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

An open-source drum transcription system for Pure Data and Max MSP.

Marius Miron, Matthew E. P. Davies, Fabien Gouyon

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Beat Tracking for Multiple Applications: A Multi-Agent System Architecture With State Recovery.

João Lobato Oliveira, Matthew E. P. Davies, Fabien Gouyon, Luís Paulo Reis

IEEE Trans. Speech Audio Process., 2012

Selective Sampling for Beat Tracking Evaluation.

Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon

IEEE Trans. Speech Audio Process., 2012

Reliability-Informed Beat Tracking of Musical Signals.

Norberto Degara, Enrique Argones-Rúa, Antonio S. Pena, Soledad Torres-Guijarro, Matthew E. P. Davies, Mark D. Plumbley

IEEE Trans. Speech Audio Process., 2012

Assigning a Confidence Threshold on Automatic Beat Annotation in Large Datasets.

José Ricardo Zapata, Andre Holzapfel, Matthew E. P. Davies, João Lobato Oliveira, Fabien Gouyon

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

One in the Jungle: Downbeat Detection in Hardcore, Jungle, and Drum and Bass.

Jason Hockman, Matthew E. P. Davies, Ichiro Fujinaga

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

On the automatic identification of difficult examples for beat tracking: Towards building new evaluation datasets.

Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram.

Matthew E. P. Davies, Norberto Degara, Mark D. Plumbley

IEEE Signal Process. Lett., 2011

Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music.

Norberto Degara, Matthew E. P. Davies, Antonio S. Pena, Mark D. Plumbley

IEEE J. Sel. Top. Signal Process., 2011

2010

Note onset detection using rhythmic structure.

Norberto Degara, Antonio S. Pena, Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2010

SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms.

Ivan Damnjanovic, Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

Towards a musical beat emphasis function.

Matthew E. P. Davies, Mark D. Plumbley, Douglas Eck

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

2008

Rhythmic Analysis for Real-Time audio effects.

Adam M. Stark, Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the 2008 International Computer Music Conference, 2008

Exploring the effect of rhythmic style classification on automatic tempo estimation.

Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Context-Dependent Beat Tracking of Musical Audio.

Matthew E. P. Davies, Mark D. Plumbley

IEEE Trans. Speech Audio Process., 2007

Real-Time Beat-Synchronous Audio Effects.

Adam M. Stark, Mark D. Plumbley, Matthew E. P. Davies

Proceedings of the Seventh International Conference on New Interfaces for Musical Expression, 2007

On the Use of Entropy for Beat Tracking Evaluation.

Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

A spectral difference approach to downbeat extraction in musical audio.

Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Beat tracking with a two state model [music applications].

Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Causal Tempo Tracking of Audio.

Matthew E. P. Davies, Mark D. Plumbley

Proceedings of the ISMIR 2004, 2004