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.
The project will use audio soundscape data recorded in China which contains vocalizations 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.
About African Institute for Mathematical Sciences (AIMS)
The African Institute for Mathematical Sciences (AIMS) is a pan-African network of centres of excellence for post-graduate training, research and public engagement in mathematical sciences.
We enable Africa’s brightest students to become innovators that propel scientific, educational and economic self-sufficiency.
Our vision is to lead the transformation of Africa through innovative scientific training, technical advances and breakthrough discoveries which benefit the whole of society.
Our mission is to enable Africa’s brightest students to flourish as independent thinkers, problem solvers and innovators capable of propelling Africa’s future scientific, educational and economic self-sufficiency.
Aim and Benefits of AIMS master’s Scholarship
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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.
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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.
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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.
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The funding will enable AIMS to facilitate accommodation, living expenses (including breakfast, lunch and dinner)
AIMS master’s Scholarship Courses
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Computer Science
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Engineering
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Mathematics
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Statistics
Requirements for AIMS Masters Scholarship Qualification
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Bachelor’s degree in a relevant mathematical science (e.g., computer science, mathematics, statistics, engineering etc)
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Good knowledge in machine learning.
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Strong Python programming skills.
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A desire to apply machine learning to bioacoustics and to learn about the field of acoustic ecology.
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The desire to share knowledge and work in a collaborative and respectful manner.
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Good communication skills (written, oral, and presentation).
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The candidate should be able to physically be present at AIMS South Africa for the period of the funding.
- 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.
Application Deadline: February 20, 2023
