266 citations · 1.7k across the 136 of their papers we have counts for
5 papers · 1 filter
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings
Tharindu Fernando, Sridha Sridharan, Simon Denman +2
This paper proposes a novel framework for lung sound event detection, segmenting continuous lung sound recordings into discrete events and performing recognition on each event. Exp…
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation
Theekshana Dissanayake, Tharindu Fernando, Simon Denman +3
Traditionally, abnormal heart sound classification is framed as a three-stage process. The first stage involves segmenting the phonocardiogram to detect fundamental heart sounds; a…
Improving Short Utterance PLDA Speaker Verification using SUV Modelling and Utterance Partitioning Approach
Ahilan Kanagasundaram, David Dean, Sridha Sridharan +1
This paper analyses the short utterance probabilistic linear discriminant analysis (PLDA) speaker verification with utterance partitioning and short utterance variance (SUV) modell…
DNN based Speaker Recognition on Short Utterances
Ahilan Kanagasundaram, David Dean, Sridha Sridharan +1
This paper investigates the effects of limited speech data in the context of speaker verification using deep neural network (DNN) approach. Being able to reduce the length of requi…
Domain adaptation based Speaker Recognition on Short Utterances
Ahilan Kanagasundaram, David Dean, Sridha Sridharan +1
This paper explores how the in- and out-domain probabilistic linear discriminant analysis (PLDA) speaker verification behave when enrolment and verification lengths are reduced. Ex…