157 citations · 172 across the 8 of their papers we have counts for
11 papers
Global birdsong embeddings enable superior transfer learning for bioacoustic classification
Burooj Ghani, Tom Denton, Stefan Kahl +1
Automated bioacoustic analysis aids understanding and protection of both marine and terrestrial animals and their habitats across extensive spatiotemporal scales, and typically inv…
In Search for a Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf, Tom Denton, Bart van Merriënboer +2
Source-free domain adaptation (SFDA) is compelling because it allows adapting an off-the-shelf model to a new domain using only unlabelled data. In this work, we apply existing SFD…
Ultra-Low-Bitrate Speech Coding with Pretrained Transformers
Ali Siahkoohi, Michael Chinen, Tom Denton +2
Speech coding facilitates the transmission of speech over low-bandwidth networks with minimal distortion. Neural-network based speech codecs have recently demonstrated significant…
Improving Bird Classification with Unsupervised Sound Separation
Tom Denton, Scott Wisdom, John R. Hershey
This paper addresses the problem of species classification in bird song recordings. The massive amount of available field recordings of birds presents an opportunity to use machine…
Handling Background Noise in Neural Speech Generation
Tom Denton, Alejandro Luebs, Felicia S. C. Lim +4
Recent advances in neural-network based generative modeling of speech has shown great potential for speech coding. However, the performance of such models drops when the input is n…
Generative Speech Coding with Predictive Variance Regularization
W. Bastiaan Kleijn, Andrew Storus, Michael Chinen +5
The recent emergence of machine-learning based generative models for speech suggests a significant reduction in bit rate for speech codecs is possible. However, the performance of…
Combinatorics of the zeta map on rational Dyck paths
Cesar Ceballos, Tom Denton, Christopher R. H. Hanusa
An -Dyck path is a lattice path from to that stays above the line . The zeta map is a curious rule that maps the set of -Dyck path…
Algebraic and Affine Pattern Avoidance
Tom Denton
We investigate various connections between the 0-Hecke monoid, Catalan monoid, and pattern avoidance in permutations, providing new tools for approaching pattern avoidance in an al…
Canonical Decompositions of Affine Permutations, Affine Codes, and Split -Schur Functions
Tom Denton
We study the unique maximal decomposition of an arbitrary affine permutation into a product of cyclically decreasing elements, providing a new perspective on work of Thomas Lam. Th…
Excursions into Algebra and Combinatorics at
Tom Denton
We explore combinatorics associated with the degenerate Hecke algebra at , obtaining a formula for a system of orthogonal idempotents, and also exploring various pattern avoid…
A Combinatorial Formula for Orthogonal Idempotents in the -Hecke Algebra of the Symmetric Group
Tom Denton
Building on the work of P.N. Norton, we give combinatorial formulae for two maximal decompositions of the identity into orthogonal idempotents in the -Hecke algebra of the symme…