Accounting for deterministic noise components in a MMSE STSA speech enhancement framework. - Matthew C. McCallum; Bernard J. Guillemin (ISCIT, 2012)

Joint stochastic-deterministic wiener filtering with recursive Bayesian estimation of deterministic speech. - Matthew C. McCallum; Bernard J. Guillemin (INTERSPEECH, 2013)

Stochastic-deterministic signal modelling for the tracking of pitch in noise and speech mixtures using factorial HMMs. - Matthew C. McCallum; Bernard J. Guillemin (INTERSPEECH, 2013)

Stochastic-Deterministic MMSE STFT Speech Enhancement With General A Priori Information. - Matthew C. McCallum; Bernard J. Guillemin (IEEE Trans. Speech Audio Process., 2013)

Foreground Harmonic Noise Reduction for Robust Audio Fingerprinting. - Matthew C. McCallum (ICASSP, 2018)

Unsupervised Learning of Deep Features for Music Segmentation. - Matthew C. McCallum (ICASSP, 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 (ISMIR, 2019)

Mood Classification Using Listening Data. - Filip Korzeniowski; Oriol Nieto; Matthew C. McCallum; Minz Won; Sergio Oramas; Erik M. Schmidt (ISMIR, 2020)

A Novel 1D State Space for Efficient Music Rhythmic Analysis. - Mojtaba Heydari; Matthew C. McCallum; Andreas F. Ehmann; Zhiyao Duan (ICASSP, 2022)

Supervised and Unsupervised Learning of Audio Representations for Music Understanding. - Matthew C. McCallum; Filip Korzeniowski; Sergio Oramas; Fabien Gouyon; Andreas F. Ehmann (ISMIR, 2022)

Tempo Estimation as Fully Self-Supervised Binary Classification. - Florian Henkel; Jaehun Kim; Matthew C. McCallum; Samuel E. Sandberg; Matthew E. P. Davies (ICASSP, 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 (ICASSP, 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 (ICASSP, 2024)