Research Fellow in Bayesian Machine Learning for Psychoacoustic Modelling

Job title:

Analysis Fellow in Bayesian Machine Studying for Psychoacoustic Modelling

Firm

Job description

Supply DescriptionBrokers, Interplay & ComplexityLocation: Highfield Campus
Wage: £34,980 to £41,732 Every year
Full Time Fastened Time period (36 months)
Closing Date: Wednesday 24 April 2024
Interview Date: To be confirmed
Reference: 2534723FP-RAnalysis Fellow in Bayesian Deep StudyingWe’re looking for purposes for a analysis fellow on the College of Southampton inside the Imaginative and prescient, Studying and Management (VLC) Group in Electronics and Pc Science, to work within the space of Bayesian deep studying. The place is out there on a set time period foundation for 36 months because of funding restrictions.You can be working underneath the route of Dr Christine Evers on the EPSRC analysis programme “Challenges in Immersive Audio Expertise (CIAT)” ( ) performed in collaboration between King’s Faculty London, College of Surrey, and College of Southampton. You’ll deal with elementary analysis questions surrounding the complexity, generalisability, and interpretability of Bayesian fashions. You’ll apply your analysis outputs to audio information with the intention to foretell sound discipline attributes which are perceptually related to human listeners.We’re looking for candidates with a Ph.D. (both awarded or nearing completion) or equal skilled qualification and expertise in Machine Studying, Statistics, or a associated discipline, who’ve in-depth data in and demonstrable expertise with:

• Bayesian deep studying;
• Growth of customized modules utilizing GPU-accelerated APIs for deep studying (e.g., Pytorch); and
• Growth of bespoke information loaders and pipelines.

As a part of your function, you’ll:

• Publish and disseminate your findings at top-tier venues (e.g., NeurIPS, ICLR, ICML, IEEE Transactions);
• Collaborate with our exterior venture companions to broaden the scope of your analysis;
• Liaise with our trade companions to make sure industrial impression of your analysis; and
• Develop and take part in actions for engagement with the general public, policymakers and key stakeholders.

You’ll profit from:

• Intensive alternatives for collaboration between the College of Southampton, King’s Faculty, and College of Surrey, in addition to exterior, worldwide venture companions (e.g., Stanford CCRMA, USA).
• Alternatives to journey, e.g., for worldwide conferences and analysis visits hosted by venture companions.
• Entry to state-of-the-art analysis services, together with a high-performance compute cluster that’s particularly aimed toward workloads requiring massive quantities of GPU reminiscence or long term occasions.
• A vibrant, numerous, and inclusive educational neighborhood.
• Alternatives for skilled improvement and profession development, e.g., mentorship of PhD college students, improvement of funding purposes, involvement in educating actions.
• Alternatives for profession improvement, together with contributions to educating, era of future funding bids, and co-supervision of PhD, taught postgraduate and undergraduate tasks.

Ranked within the prime 1% of universities globally and among the many UK’s prime 20 for analysis, the College of Southampton has a world repute for its analysis, educating and enterprise actions. The publish can be held within the , a pleasant and supportive setting that facilitates high-impact, multi-disciplinary analysis, schooling, coaching, and outreach. ECS holds an Athena SWAN bronze award in recognition of its continued dedication to enhancing equality for ladies in science and engineering.We’ll give due consideration to candidates who want to work flexibly together with part-time, and to those that have taken a profession break. We’ve got a variety of workers improvement programmes and a singular mentoring and wellbeing scheme ( ).Casual enquiries could be made to Dr Christine Evers, Affiliate Professor:NecessitiesFurther DataWork Location(s)Variety of provides out there 1 Firm/Institute UNIVERSITY OF SOUTHAMPTON Nation United Kingdom Metropolis Southampton GeofieldThe place to use Web siteContact MetropolisSouthamptonSTATUS: EXPIRED

Anticipated wage

£34980 – 41732 per yr

Location

Southampton

Job date

Sat, 06 Apr 2024 02:25:17 GMT

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