Matthew E. P. Davies

66 papers C 1Misc 8Journal 31Unranked 25
YearRankTypeTitle / Venue / Authors
2025 J jnl
Controllable Embedding Transformation for Mood-Guided Music Retrieval.
CoRR
Julia Wilkins, Jaehun Kim, Matthew E. P. Davies, Juan Pablo Bello, Matthew C. McCallum
2025 J jnl
Video Soundtrack Generation by Aligning Emotions and Temporal Boundaries.
CoRR
Serkan Sulun, Paula Viana, Matthew E. P. Davies
2024 J jnl
Movie Trailer Genre Classification Using Multimodal Pretrained Features.
CoRR
Serkan Sulun, Paula Viana, Matthew E. P. Davies
2024 J jnl
Movie trailer genre classification using multimodal pretrained features.
Expert Syst. Appl.
Serkan Sulun, Paula Viana, Matthew E. P. Davies
2024 Misc conf
On The Effect Of Data-Augmentation On Local Embedding Properties In The Contrastive Learning Of Music Audio Representations.
ICASSP
Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg
2024 J jnl
On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations.
CoRR
Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg
2024 Misc conf
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search.
ICASSP
Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies
2024 J jnl
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search.
CoRR
Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies
2024 Misc conf
Tempo Estimation as Fully Self-Supervised Binary Classification.
ICASSP
Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies
2024 J jnl
Tempo estimation as fully self-supervised binary classification.
CoRR
Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies
2024 C conf
VEMOCLAP: A video emotion classification web application.
ISM
Serkan Sulun, Paula Viana, Matthew E. P. Davies
2024 J jnl
VEMOCLAP: A video emotion classification web application.
CoRR
Serkan Sulun, Paula Viana, Matthew E. P. Davies
2023 — conf
Challenging Beat Tracking: Tackling Polyrhythm, Polymetre, and Polytempo with Human-in-the-Loop Adaptation.
CMMR
António Sá Pinto, Gilberto Bernardes, Matthew E. P. Davies
2023 J jnl
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music.
CoRR
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2023 J jnl
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music.
IEEE ACM Trans. Audio Speech Lang. Process.
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2023 Misc conf
Tempo vs. Pitch: Understanding Self-Supervised Tempo Estimation.
ICASSP
Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes
2023 J jnl
Tempo vs. Pitch: understanding self-supervised tempo estimation.
CoRR
Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes
2022 J jnl
An Analysis Method for Metric-Level Switching in Beat Tracking.
CoRR
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2022 J jnl
An Analysis Method for Metric-Level Switching in Beat Tracking.
IEEE Signal Process. Lett.
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2022 J jnl
Symbolic Music Generation Conditioned on Continuous-Valued Emotions.
IEEE Access
Serkan Sulun, Matthew E. P. Davies, Paula Viana
2022 J jnl
Symbolic music generation conditioned on continuous-valued emotions.
CoRR
Serkan Sulun, Matthew E. P. Davies, Paula Viana
2021 J jnl
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks.
IEEE J. Sel. Top. Signal Process.
Serkan Sulun, Matthew E. P. Davies
2020 — conf
Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation.
ISMIR
Sebastian Böck, Matthew E. P. Davies
2020 — conf
Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto.
ISMIR
Matthew E. P. Davies, Magdalena Fuentes, João Fonseca, Luís Aly, Marco Jerónimo, Filippo Bonini Baraldi
2020 J jnl
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks.
CoRR
Serkan Sulun, Matthew E. P. Davies
2020 J jnl
Shift If You Can: Counting and Visualising Correction Operations for Beat Tracking Evaluation.
CoRR
António Sá Pinto, Inês Domingues, Matthew E. P. Davies
2020 J jnl
TIV.lib: an open-source library for the tonal description of musical audio.
CoRR
António Ramires, Gilberto Bernardes, Matthew E. P. Davies, Xavier Serra
2019 — conf
Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other.
ISMIR
Sebastian Böck, Matthew E. P. Davies, Peter Knees
2019 — conf
Tapping Along to the Difficult Ones: Leveraging User-Input for Beat Tracking in Highly Expressive Musical Content.
CMMR
António Sá Pinto, Matthew E. P. Davies
2019 — conf
The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular Music.
ISMIR
Oriol Nieto, Matthew C. McCallum, Matthew E. P. Davies, Andrew Robertson, Adam M. Stark, Eran Egozy
2018 J jnl
An audio-only method for advertisement detection in broadcast television content.
CoRR
António Ramires, Diogo Cocharro, Matthew E. P. Davies
2018 — ed.
Music Technology with Swing - 13th International Symposium, CMMR 2017, Matosinhos, Portugal, September 25-28, 2017, Revised Selected Papers
CMMR
Mitsuko Aramaki, Matthew E. P. Davies, Richard Kronland-Martinet, Sølvi Ystad
2018 J jnl
User Specific Adaptation in Automatic Transcription of Vocalised Percussion.
CoRR
António Ramires, Rui Penha, Matthew E. P. Davies
2017 — conf
A Hierarchical Harmonic Mixing Method.
CMMR
Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes
2017 Misc conf
Automatic musical key estimation with adaptive mode bias.
ICASSP
Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes
2017 J jnl
Embedded Systems Feel the Beat in New Orleans: Highlights from the IEEE Signal Processing Cup 2017 Student Competition [SP Competitions].
IEEE Signal Process. Mag.
Craig T. Jin, Matthew E. P. Davies, Patrizio Campisi
2016 J jnl
Harmony Generation Driven by a Perceptually Motivated Tonal Interval Space.
Comput. Entertain.
Gilberto Bernardes, Diogo Cocharro, Carlos Guedes, Matthew E. P. Davies
2015 — conf
Conchord: An Application for Generating Musical Harmony by Navigating in the Tonal Interval Space.
CMMR
Gilberto Bernardes, Diogo Cocharro, Carlos Guedes, Matthew E. P. Davies
2014 J jnl
AutoMashUpper: automatic creation of multi-song music mashups.
IEEE ACM Trans. Audio Speech Lang. Process.
Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto
2014 — conf
Considering Roughness to Describe and Generate Vertical Musical Structure in Content-Based Algorithmic-Assisted Audio Composition.
ICMC
Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes, Bruce W. Pennycook
2014 — conf
Evaluating the Evaluation Measures for Beat Tracking.
ISMIR
Matthew E. P. Davies, Sebastian Böck
2014 — conf
Improvasher: A Real-Time Mashup System for Live Musical Input.
NIME
Matthew E. P. Davies, Adam M. Stark, Fabien Gouyon, Masataka Goto
2014 J jnl
Multi-Feature Beat Tracking.
IEEE ACM Trans. Audio Speech Lang. Process.
José Ricardo Zapata, Matthew E. P. Davies, Emilia Gómez
2014 — conf
Real-time Manipulation of Syncopation in Audio Loops.
ICMC
Diogo Cocharro, George Sioros, Marcelo F. Caetano, Matthew E. P. Davies
2013 Misc conf
An open-source drum transcription system for Pure Data and Max MSP.
ICASSP
Marius Miron, Matthew E. P. Davies, Fabien Gouyon
2013 — conf
AutoMashUpper: An Automatic Multi-Song Mashup System.
ISMIR
Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto
2013 — conf
Transfer Learning In Mir: Sharing Learned Latent Representations For Music Audio Classification And Similarity.
ISMIR
Philippe Hamel, Matthew E. P. Davies, Kazuyoshi Yoshii, Masataka Goto
2012 — conf
Assigning a Confidence Threshold on Automatic Beat Annotation in Large Datasets.
ISMIR
José Ricardo Zapata, Andre Holzapfel, Matthew E. P. Davies, João Lobato Oliveira, Fabien Gouyon
2012 J jnl
Beat Tracking for Multiple Applications: A Multi-Agent System Architecture With State Recovery.
IEEE Trans. Speech Audio Process.
João Lobato Oliveira, Matthew E. P. Davies, Fabien Gouyon, Luís Paulo Reis
2012 Misc conf
On the automatic identification of difficult examples for beat tracking: Towards building new evaluation datasets.
ICASSP
Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon
2012 — conf
One in the Jungle: Downbeat Detection in Hardcore, Jungle, and Drum and Bass.
ISMIR
Jason Hockman, Matthew E. P. Davies, Ichiro Fujinaga
2012 J jnl
Reliability-Informed Beat Tracking of Musical Signals.
IEEE Trans. Speech Audio Process.
Norberto Degara, Enrique Argones-Rúa, Antonio S. Pena, Soledad Torres-Guijarro, Matthew E. P. Davies, Mark D. Plumbley
2012 J jnl
Selective Sampling for Beat Tracking Evaluation.
IEEE Trans. Speech Audio Process.
Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon
2011 J jnl
Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram.
IEEE Signal Process. Lett.
Matthew E. P. Davies, Norberto Degara, Mark D. Plumbley
2011 J jnl
Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music.
IEEE J. Sel. Top. Signal Process.
Norberto Degara, Matthew E. P. Davies, Antonio S. Pena, Mark D. Plumbley
2010 Misc conf
Note onset detection using rhythmic structure.
ICASSP
Norberto Degara, Antonio S. Pena, Matthew E. P. Davies, Mark D. Plumbley
2010 — conf
SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms.
LVA/ICA
Ivan Damnjanovic, Matthew E. P. Davies, Mark D. Plumbley
2009 — conf
Towards a musical beat emphasis function.
WASPAA
Matthew E. P. Davies, Mark D. Plumbley, Douglas Eck
2008 — conf
Exploring the effect of rhythmic style classification on automatic tempo estimation.
EUSIPCO
Matthew E. P. Davies, Mark D. Plumbley
2008 — conf
Rhythmic Analysis for Real-Time audio effects.
ICMC
Adam M. Stark, Matthew E. P. Davies, Mark D. Plumbley
2007 J jnl
Context-Dependent Beat Tracking of Musical Audio.
IEEE Trans. Speech Audio Process.
Matthew E. P. Davies, Mark D. Plumbley
2007 — conf
On the Use of Entropy for Beat Tracking Evaluation.
ICASSP (4)
Matthew E. P. Davies, Mark D. Plumbley
2007 — conf
Real-Time Beat-Synchronous Audio Effects.
NIME
Adam M. Stark, Mark D. Plumbley, Matthew E. P. Davies
2006 — conf
A spectral difference approach to downbeat extraction in musical audio.
EUSIPCO
Matthew E. P. Davies, Mark D. Plumbley
2005 — conf
Beat tracking with a two state model [music applications].
ICASSP (3)
Matthew E. P. Davies, Mark D. Plumbley
2004 — conf
Causal Tempo Tracking of Audio.
ISMIR
Matthew E. P. Davies, Mark D. Plumbley