Dear Music-DSP people,

Please forward the following postdoc opportunities to anyone who may be 
interested, esp anyone who may want to apply their music DSP skills to everyday 
sounds. Apologies for cross-posting.

Post 1: Research Fellow in Machine Listening
http://jobs.surrey.ac.uk/079715

Post 2: Research Fellow in Semantic Audio-Visual Processing and Interaction
http://jobs.surrey.ac.uk/079415

Deadline: 13 December 2015

Additional information below.

Many thanks,

Mark Plumbley

----

University of Surrey, Faculty of Engineering and Physical Sciences

Centre for Vision Speech and Signal Processing (CVSSP)

Salary:  GBP 30,738 to GBP 35,609  

Closing Date:  Sunday 13 December 2015

Reference (Post 1):  079715; Reference (Post 2): 079415

Applications are invited for two Research Fellows to work full-time on an 
EPSRC-funded project "Making Sense of Sounds" for 33 months starting January 
2016. This project will investigate how to make sense from sound data, 
focussing on how to convert sound recordings into understandable and actionable 
information, and specifically how to allow people to search, browse and 
interact with sounds. 

For Post 1 (Research Fellow in Machine Listening), the candidate will be 
responsible for investigating and developing machine learning methods for 
separation and analysis of everyday sounds, leading to new representations to 
support search, retrieval and interaction with sound.

The successful applicant for Post 1 is expected to have a PhD in electronic 
engineering, computer science or a related subject, and is expected to have 
significant research experience in audio signal processing. Research experience 
in one or more of: machine learning; blind source separation, blind 
de-reverberation, sparse and/or non-negative representations, deep learning, 
object-based audio representations, audio feature extraction, and/or large 
scale data processing is desirable.

For Post 2 (Research Fellow in Semantic Audio-Visual Processing and 
Interaction), the candidate will be responsible for investigating how 
complementary and heterogeneous data modalities and interfaces will help 
analysis and interaction with sound-focussed data, including how visual 
information and context can assist exploration, identification and 
interpretation of audio events.

The successful applicant for Post 2 is expected to have a PhD in electronic 
engineering, computer science or a related subject, and is expected to have 
significant research experience in machine learning, machine translation, 
semantic audio and/or audio-visual perception. Research experience in one or 
more of: audio retrieval and labelling, audio tagging, sound summarization, 
active learning, audio-visual signal processing, human computer interaction, 
and/or spatial audio visualisation is desirable.

The project will be led by Prof Mark Plumbley in the Machine Audition Lab of 
the Centre for Vision Speech and Signal Processing (CVSSP) at the University of 
Surrey, in collaboration with the Digital World Research Centre (DWRC) at 
Surrey and the University of Salford. The postholders will be based in CVSSP 
and work under the direction of Prof Plumbley and Co-Investigators Dr Wenwu 
Wang and Dr Philip Jackson.

CVSSP  is one of the largest groups of its type in the UK, with over 120 active 
researchers working in the areas of vision, image processing, medical imaging, 
and audio, and a grant portfolio of over £12M. The Centre has state-of-the-art 
acoustic capture and analysis facilities enabling research into audio source 
separation, music transcription and spatial audio, and a Visual Media Lab with 
video and audio capture facilities supporting research in real-time video and 
audio processing and visualisation.

Informal enquires are welcome, to: Prof Mark Plumbley 
(m.plumb...@surrey.ac.uk), Dr Wenwu Wang (w.w...@surrey.ac.uk), or Dr Philip 
Jackson (p.jack...@surrey.ac.uk).

Expected start date: As soon as possible

Further Details: 

 * Post 1: Research Fellow in Machine Listening - 
http://jobs.surrey.ac.uk/079715

 * Post 2: Research Fellow in Semantic Audio-Visual Processing and Interaction 
-  http://jobs.surrey.ac.uk/079415

--
Prof Mark D Plumbley
Professor of Signal Processing
Centre for Vision, Speech and Signal Processing (CVSSP)
University of Surrey
Guildford, Surrey, GU2 7XH, UK
Email: m.plumb...@surrey.ac.uk

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