Matthew E. P. Davies

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 28

Top Topics

Audio Recordings

Top Venues

Publications

Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg
On The Effect Of Data-Augmentation On Local Embedding Properties In The Contrastive Learning Of Music Audio Representations. ICASSP (2024)
Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies
Tempo estimation as fully self-supervised binary classification. CoRR (2024)
Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies
Tempo Estimation as Fully Self-Supervised Binary Classification. ICASSP (2024)
Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search. ICASSP (2024)
Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg
On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations. CoRR (2024)
Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search. CoRR (2024)
Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes
Tempo vs. Pitch: understanding self-supervised tempo estimation. CoRR (2023)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music. CoRR (2023)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes
Tempo vs. Pitch: Understanding Self-Supervised Tempo Estimation. ICASSP (2023)
Serkan Sulun, Matthew E. P. Davies, Paula Viana
Symbolic music generation conditioned on continuous-valued emotions. CoRR (2022)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
An Analysis Method for Metric-Level Switching in Beat Tracking. CoRR (2022)
Serkan Sulun, Matthew E. P. Davies, Paula Viana
Symbolic Music Generation Conditioned on Continuous-Valued Emotions. IEEE Access 10 (2022)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
An Analysis Method for Metric-Level Switching in Beat Tracking. IEEE Signal Process. Lett. 29 (2022)
Serkan Sulun, Matthew E. P. Davies
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks. IEEE J. Sel. Top. Signal Process. 15 (1) (2021)
Serkan Sulun, Matthew E. P. Davies
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks. CoRR (2020)
António Sá Pinto, Inês Domingues, Matthew E. P. Davies
Shift If You Can: Counting and Visualising Correction Operations for Beat Tracking Evaluation. CoRR (2020)
António Ramires, Gilberto Bernardes, Matthew E. P. Davies, Xavier Serra
TIV.lib: an open-source library for the tonal description of musical audio. CoRR (2020)
Sebastian Böck, Matthew E. P. Davies
Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation. ISMIR (2020)
António Sá Pinto, Matthew E. P. Davies
Tapping Along to the Difficult Ones: Leveraging User-Input for Beat Tracking in Highly Expressive Musical Content. CMMR (2019)
Sebastian Böck, Matthew E. P. Davies, Peter Knees
Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other. ISMIR (2019)
Oriol Nieto, Matthew McCallum, Matthew E. P. Davies, Andrew Robertson, Adam M. Stark, Eran Egozy
The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular Music. ISMIR (2019)
António Ramires, Diogo Cocharro, Matthew E. P. Davies
An audio-only method for advertisement detection in broadcast television content. CoRR (2018)
António Ramires, Rui Penha, Matthew E. P. Davies
User Specific Adaptation in Automatic Transcription of Vocalised Percussion. CoRR (2018)
Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes
A Hierarchical Harmonic Mixing Method. CMMR (2017)
Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes
Automatic musical key estimation with adaptive mode bias. ICASSP (2017)
Craig T. Jin, Matthew E. P. Davies, Patrizio Campisi
Embedded Systems Feel the Beat in New Orleans: Highlights from the IEEE Signal Processing Cup 2017 Student Competition [SP Competitions]. IEEE Signal Process. Mag. 34 (4) (2017)
Gilberto Bernardes, Diogo Cocharro, Carlos Guedes, Matthew E. P. Davies
Harmony Generation Driven by a Perceptually Motivated Tonal Interval Space. Comput. Entertain. 14 (2) (2016)
Gilberto Bernardes, Diogo Cocharro, Carlos Guedes, Matthew E. P. Davies
Conchord: An Application for Generating Musical Harmony by Navigating in the Tonal Interval Space. CMMR (2015)
José Ricardo Zapata, Matthew E. P. Davies, Emilia Gómez
Multi-Feature Beat Tracking. IEEE ACM Trans. Audio Speech Lang. Process. 22 (4) (2014)
Gilberto Bernardes, Matthew E. P. Davies, Carlos Guedes, Bruce W. Pennycook
Considering Roughness to Describe and Generate Vertical Musical Structure in Content-Based Algorithmic-Assisted Audio Composition. ICMC (2014)
Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto
AutoMashUpper: automatic creation of multi-song music mashups. IEEE ACM Trans. Audio Speech Lang. Process. 22 (12) (2014)
Matthew E. P. Davies, Adam M. Stark, Fabien Gouyon, Masataka Goto
Improvasher: A Real-Time Mashup System for Live Musical Input. NIME (2014)
Matthew E. P. Davies, Sebastian Böck
Evaluating the Evaluation Measures for Beat Tracking. ISMIR (2014)
Diogo Cocharro, George Sioros, Marcelo F. Caetano, Matthew E. P. Davies
Real-time Manipulation of Syncopation in Audio Loops. ICMC (2014)
Matthew E. P. Davies, Philippe Hamel, Kazuyoshi Yoshii, Masataka Goto
AutoMashUpper: An Automatic Multi-Song Mashup System. ISMIR (2013)
Philippe Hamel, Matthew E. P. Davies, Kazuyoshi Yoshii, Masataka Goto
Transfer Learning In Mir: Sharing Learned Latent Representations For Music Audio Classification And Similarity. ISMIR (2013)
Marius Miron, Matthew E. P. Davies, Fabien Gouyon
An open-source drum transcription system for Pure Data and Max MSP. ICASSP (2013)
Norberto Degara, Enrique Argones-Rúa, Antonio S. Pena, Soledad Torres-Guijarro, Matthew E. P. Davies, Mark D. Plumbley
Reliability-Informed Beat Tracking of Musical Signals. IEEE Trans. Speech Audio Process. 20 (1) (2012)
José Ricardo Zapata, Andre Holzapfel, Matthew E. P. Davies, João Lobato Oliveira, Fabien Gouyon
Assigning a Confidence Threshold on Automatic Beat Annotation in Large Datasets. ISMIR (2012)
Jason Hockman, Matthew E. P. Davies, Ichiro Fujinaga
One in the Jungle: Downbeat Detection in Hardcore, Jungle, and Drum and Bass. ISMIR (2012)
Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon
On the automatic identification of difficult examples for beat tracking: Towards building new evaluation datasets. ICASSP (2012)
João Lobato Oliveira, Matthew E. P. Davies, Fabien Gouyon, Luís Paulo Reis
Beat Tracking for Multiple Applications: A Multi-Agent System Architecture With State Recovery. IEEE Trans. Speech Audio Process. 20 (10) (2012)
Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon
Selective Sampling for Beat Tracking Evaluation. IEEE Trans. Speech Audio Process. 20 (9) (2012)
Matthew E. P. Davies, Norberto Degara, Mark D. Plumbley
Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram. IEEE Signal Process. Lett. 18 (3) (2011)
Norberto Degara, Matthew E. P. Davies, Antonio S. Pena, Mark D. Plumbley
Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music. IEEE J. Sel. Top. Signal Process. 5 (6) (2011)
Norberto Degara, Antonio S. Pena, Matthew E. P. Davies, Mark D. Plumbley
Note onset detection using rhythmic structure. ICASSP (2010)
Ivan Damnjanovic, Matthew E. P. Davies, Mark D. Plumbley
SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms. LVA/ICA (2010)
Matthew E. P. Davies, Mark D. Plumbley, Douglas Eck
Towards a musical beat emphasis function. WASPAA (2009)
Matthew E. P. Davies, Mark D. Plumbley
Exploring the effect of rhythmic style classification on automatic tempo estimation. EUSIPCO (2008)
Adam M. Stark, Matthew E. P. Davies, Mark D. Plumbley
Rhythmic Analysis for Real-Time audio effects. ICMC (2008)
Matthew E. P. Davies, Mark D. Plumbley
On the Use of Entropy for Beat Tracking Evaluation. ICASSP (4) (2007)
Matthew E. P. Davies, Mark D. Plumbley
Context-Dependent Beat Tracking of Musical Audio. IEEE Trans. Speech Audio Process. 15 (3) (2007)
Adam M. Stark, Mark D. Plumbley, Matthew E. P. Davies
Real-Time Beat-Synchronous Audio Effects. NIME (2007)
Matthew E. P. Davies, Mark D. Plumbley
A spectral difference approach to downbeat extraction in musical audio. EUSIPCO (2006)
Matthew E. P. Davies, Mark D. Plumbley
Beat tracking with a two state model [music applications]. ICASSP (3) (2005)
Matthew E. P. Davies, Mark D. Plumbley
Causal Tempo Tracking of Audio. ISMIR (2004)