Matthew E. P. Davies

According to our database1, Matthew E. P. Davies authored at least 43 papers between 2004 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Symbolic Music Generation Conditioned on Continuous-Valued Emotions.
IEEE Access, 2022

2021
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks.
IEEE J. Sel. Top. Signal Process., 2021

2020
Shift If You Can: Counting and Visualising Correction Operations for Beat Tracking Evaluation.
CoRR, 2020

TIV.lib: an open-source library for the tonal description of musical audio.
CoRR, 2020

Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation.
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.
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.
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.
Proceedings of the Perception, Representations, Image, Sound, Music, 2019

2018
An audio-only method for advertisement detection in broadcast television content.
CoRR, 2018

User Specific Adaptation in Automatic Transcription of Vocalised Percussion.
CoRR, 2018

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

Automatic musical key estimation with adaptive mode bias.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A Hierarchical Harmonic Mixing Method.
Proceedings of the Music Technology with Swing - 13th International Symposium, 2017

2016
Harmony Generation Driven by a Perceptually Motivated Tonal Interval Space.
Comput. Entertain., 2016

2015
Conchord: An Application for Generating Musical Harmony by Navigating in the Tonal Interval Space.
Proceedings of the Music, Mind, and Embodiment - 11th International Symposium, 2015

2014
Multi-Feature Beat Tracking.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

AutoMashUpper: automatic creation of multi-song music mashups.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Improvasher: A Real-Time Mashup System for Live Musical Input.
Proceedings of the 14th International Conference on New Interfaces for Musical Expression, 2014

Evaluating the Evaluation Measures for Beat Tracking.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Real-time Manipulation of Syncopation in Audio Loops.
Proceedings of the Music Technology meets Philosophy, 2014

Considering Roughness to Describe and Generate Vertical Musical Structure in Content-Based Algorithmic-Assisted Audio Composition.
Proceedings of the Music Technology meets Philosophy, 2014

2013
Transfer Learning In Mir: Sharing Learned Latent Representations For Music Audio Classification And Similarity.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

AutoMashUpper: An Automatic Multi-Song Mashup System.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

An open-source drum transcription system for Pure Data and Max MSP.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Beat Tracking for Multiple Applications: A Multi-Agent System Architecture With State Recovery.
IEEE Trans. Speech Audio Process., 2012

Selective Sampling for Beat Tracking Evaluation.
IEEE Trans. Speech Audio Process., 2012

Reliability-Informed Beat Tracking of Musical Signals.
IEEE Trans. Speech Audio Process., 2012

Assigning a Confidence Threshold on Automatic Beat Annotation in Large Datasets.
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.
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.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram.
IEEE Signal Process. Lett., 2011

Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music.
IEEE J. Sel. Top. Signal Process., 2011

2010
Note onset detection using rhythmic structure.
Proceedings of the IEEE International Conference on Acoustics, 2010

SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009
Towards a musical beat emphasis function.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

2008
Rhythmic Analysis for Real-Time audio effects.
Proceedings of the 2008 International Computer Music Conference, 2008

Exploring the effect of rhythmic style classification on automatic tempo estimation.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Context-Dependent Beat Tracking of Musical Audio.
IEEE Trans. Speech Audio Process., 2007

Real-Time Beat-Synchronous Audio Effects.
Proceedings of the Seventh International Conference on New Interfaces for Musical Expression, 2007

On the Use of Entropy for Beat Tracking Evaluation.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
A spectral difference approach to downbeat extraction in musical audio.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Beat tracking with a two state model [music applications].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Causal Tempo Tracking of Audio.
Proceedings of the ISMIR 2004, 2004


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