Matthew C. McCallum

According to our database1, Matthew C. McCallum authored at least 13 papers between 2012 and 2024.

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

Timeline

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Bibliography

2024
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search.
Proceedings of the IEEE International Conference on Acoustics, 2024

On The Effect Of Data-Augmentation On Local Embedding Properties In The Contrastive Learning Of Music Audio Representations.
Proceedings of the IEEE International Conference on Acoustics, 2024

Tempo Estimation as Fully Self-Supervised Binary Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

2022
Supervised and Unsupervised Learning of Audio Representations for Music Understanding.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

A Novel 1D State Space for Efficient Music Rhythmic Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2022

2020
Mood Classification Using Listening Data.
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

Unsupervised Learning of Deep Features for Music Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Foreground Harmonic Noise Reduction for Robust Audio Fingerprinting.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2013
Stochastic-Deterministic MMSE STFT Speech Enhancement With General A Priori Information.
IEEE Trans. Speech Audio Process., 2013

Stochastic-deterministic signal modelling for the tracking of pitch in noise and speech mixtures using factorial HMMs.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Joint stochastic-deterministic wiener filtering with recursive Bayesian estimation of deterministic speech.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012
Accounting for deterministic noise components in a MMSE STSA speech enhancement framework.
Proceedings of the International Symposium on Communications and Information Technologies, 2012


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