PhD Studentship: Deep Learning for Audio-Visual Scene Analysis

The University of Surrey is offering a fully funded PhD studentship on the topics of Deep Learning for Audio-Visual Scene Analysis, with industrial partner Bang & Olufsen. This project aims to develop new deep learning methods for audio-visual scene analysis in a smart home environment. This will involve the use of heterogeneous sensors, e.g. microphones and cameras, for analysing various sources and events present in the acoustic environment. Tasks to be considered include audio-visual source separation, localization/tracking, and audio-visual event detection/recognition.

Successful candidates will be supervised by Professor Wenwu Wang and Professor Philip Jackson in the Centre for Vision, Speech and Signal Processing (CVSSP) and Surrey Institute for People Centred Artificial Intelligence, at the University of Surrey.  The PhD student will be based at the CVSSP. They will benefit from resources from CVSSP, the Surrey Institute for People-Centred AI, and potential secondment opportunities at Bang & Olufsen.

Supervisors: Professor Wenwu Wang and Professor Philip Jackson

Entry requirements

Open to UK candidates. Starting in January 2025. Later start date may be possible, please contact Professor Wenwu Wang of Professor Philip Jackson once the deadline passes.

You will need to meet the minimum entry requirements for our PhD programme.

All applicants should have (or expect to obtain) a first-class degree in a numerate discipline (mathematics, science or engineering) or MSc with Distinction (or 70% average) and a strong interest in pursuing research in this field. Additional experience which is relevant to the area of research is also advantageous.

How to apply

Applications should be submitted via the Vision, Speech and Signal Processing PhD programme page. In place of a research proposal, you should upload a document stating the title of the project that you wish to apply for and the name of the relevant supervisor.

Very important to note: due to application deadline extension for this studentship opportunity, apply link for January 2025 may not be available, therefore when making your application for January 2025, please select April 2025 apply link and state January 2025 start date in your personal statement.

Any queries, please email Professor Wenwu Wang or Professor Philip Jackson.

Funding

Full UK tuition fees covered for 3 years. Stipend at £19,237 p.a. (2024/25) for 3 years initially and can be extended for up to 6 months.

Application deadline: 1 December 2024

Enquiries

Contact Professor Wenwu Wang or Professor Philip Jackson

Ref: PGR-2324-104

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