Best Paper Award at IJCAI 201315th July 2013
Our paper titled "A hidden Markov model-based acoustic cicada detector for crowdsourced smartphone biodiversity monitoring" received the award for Outstanding Student Paper at the International Joint Conference for Artificial Intelligence (IJCAI), 2013. The conference was held in Beijing, China, and the paper was presented by Davide Zilli.
Davide Zilli receiving the award
Abstract: Automated acoustic recognition of species aims to provide a cost-effective method for biodiversity monitoring. This is particularly appealing for detecting endangered animals with a distinctive call, such as the New Forest cicada. To this end, we pursue a crowdsourcing approach, whereby the millions of visitors to the New Forest will help to monitor the presence of this cicada by means of a smartphone app that can detect its mating call. However, current systems for acoustic insect classification are aimed at batch processing and not suited to a real-time approach as required by this system, because they are too computationally expensive and not robust to environmental noise. To address this short-coming we propose a novel insect detection algorithm based on a hidden Markov model to which we feed as a single feature vector the ratio of two key frequencies extracted through the Goertzel algorithm. Our results show that this novel approach, compared to the state of the art for batch insect classification, is much more robust to noise while also reducing the computational cost.
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Press Coverage for Instrumented Crutches14th November 2010
My research on instrumented forearm crutches received a fantastic amount of press coverage and public interest. A selection of the online coverage that it received, at least that which I have spotted, is listed below:
BBC News Website
BBC South Today [Video]
Local BBC news for the South of England
The Daily Mail - Download PDF
British tabloid newpaper
The Southern Daily Echo
The Chartered Society of Physiothera... [more]
Tactile Device Research on BBC Radio Solent's 'Drive Time'5th April 2011
Dr Sara Demain and I appeared live today on BBC Radio Solent's 'Drive Time' show, and talked about our research on tactile devices for stroke rehabilitation.
This follows the a press release earlier in the week, that can be seen on the ECS website or, to give an example, on The Engineer. Our paper, titled 'Design and Qualitative Evaluation of Tactile Devices for Stroke Rehabilitation' will be presented tomorrow (06 April) at the Institution of Engineering and Technology (IET) Assisted Living ... [more]