Matthew C. McCallum

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Prediction Accuracy

Unsupervised Learning

Audio Recordings

Noise Reduction

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)
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
Supervised and Unsupervised Learning of Audio Representations for Music Understanding. ISMIR (2022)
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
Supervised and Unsupervised Learning of Audio Representations for Music Understanding. CoRR (2022)
Matthew C. McCallum
Unsupervised Learning of Deep Features for Music Segmentation. CoRR (2021)
Matthew C. McCallum
Unsupervised Learning of Deep Features for Music Segmentation. ICASSP (2019)
Matthew C. McCallum
Foreground Harmonic Noise Reduction for Robust Audio Fingerprinting. ICASSP (2018)