AIMS Master Scholarship 2023: Machine Learning for Bioacoustics for African Students. Apply below.
Table of Contents
When is Application Deadline?
20th February 2023
Tell Me About Award:
The AIMS South Africa, the National Research Foundation (NRF) and the South African Radio Astronomy Observatory (SARAO) are looking to fund one Master’s student to work in the area of machine learning and bioacoustics. The student will share office space with a collaborative and energetic team of researchers in the beautiful city of Muizenberg, South Africa at AIMS.
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The project will use audio soundscape data recorded in China which contains vocalisations of the world’s rarest primate, the Hainan gibbon. The student will investigate how advances in deep learning can be applied to bioacoustics problems, in particular, how can the sounds of animals be automatically detected. Using unsupervised and supervised learning algorithms, the candidate will explore auto-encoders, transformers and cluster algorithms to automatically identify/classify sound categories. The methods developed would support ecologists by providing them with easy-to-handle tools based on deep learning to facilitate their data processing. The student may also record audio data in Cape Town and use audio recordings from other locations to validate their algorithms.
Type:
Master
What Countries are Eligible?
South African OR a national from one of the eight (8) Square Kilometre Array (SKA) African partner
countries (Botswana, Ghana, Kenya, Madagascar, Mauritius, Mozambique, Namibia, Zambia
Who is Eligible?
Candidates must be South African OR a national from one of the eight (8) Square Kilometre Array (SKA) African partner countries (Botswana, Ghana, Kenya, Madagascar, Mauritius, Mozambique, Namibia, Zambia) holding a study permit/ permanent residency in South Africa. Women are strongly encouraged to apply.
How are Applicants Selected?
- Bachelors degree in a relevant mathematical science (e.g. computer science, mathematics, statistics, engineering etc…).
- Good knowledge in machine learning.
- Strong Python programming skills.
- A desire to apply machine learning to bioacoustics and to learn about the field of acoustic ecology.
- The desire to share knowledge and work in a collaborative and respectful manner.
- Good communication skills (written, oral, and presentation).
- The candidate should be able to physically be present at AIMS South Africa for the period of the funding.
How many Awards?
Not specified
What is Value of Award?
- A single scholarship award of one hundred and seventy two thousand nine hundred Rand (R 172 900) per annum will be provided to the student for a maximum period of two (2) years.
- A once-off travel grant to the value of fifteen thousand Rand (R 15 000) for the student to participate in a workshop/conference that is related to their research over the two (2) years of the scholarship award.
- A once-off laptop grant to the value of twenty thousand Rand (R 20 000) for the student to purchase a laptop required for their research.
- The funding will enable AIMS to facilitate accommodation, living expenses (including breakfast, lunch and dinner)
How to Apply?
Applications must include a complete CV, proof of bachelor completion, a covering letter detailing the candidate’s experience in programming and machine learning, availability to start, and interest in the project. Send your application as a single PDF file to [email protected] on or before the deadline.
Shortlisted candidates will be contacted for an online interview.
Contact Dr. Emmanuel Dufourq ([email protected]) for details regarding this funding.
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