11 citations · 20 across the 6 of their papers we have counts for
4 papers · 1 filter
Evaluating pretrained speech embedding systems for dysarthria detection across heterogenous datasets
Lovisa Wihlborg, Jemima Goodall, David Wheatley +8
We present a comprehensive evaluation of pretrained speech embedding systems for the detection of dysarthric speech using existing accessible data. Dysarthric speech datasets are o…
Comparator Loss: An Ordinal Contrastive Loss to Derive a Severity Score for Speech-based Health Monitoring
Jacob J Webber, Oliver Watts, Lovisa Wihlborg +5
Monitoring the progression of neurodegenerative disease (NDD) has important applications in planning treatment and evaluating new medications. Whereas much work has focused on disc…
Differentiable Grey-box Modelling of Phaser Effects using Frame-based Spectral Processing
Alistair Carson, Cassia Valentini-Botinhao, Simon King +1
Machine learning approaches to modelling analog audio effects have seen intensive investigation in recent years, particularly in the context of non-linear time-invariant effects su…
Non linear time compression of clear and normal speech at high rates
Cassia Valentini-Botinhao, Mirjam Wester, Junichi Yamagishi +3
We compare a series of time compression methods applied to normal and clear speech. First we evaluate a linear (uniform) method applied to these styles as well as to naturally-prod…