Jan Ostergaard
7 months ago
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PhD and Integrated PhD Stipends in Neural Speech Tracking, Information Theory, and AI at Aalborg University Aalborg University in Denmark
Degree Level
Master's, PhD
Field of study
Computer Science
Funding
The position is fully funded. For integrated PhD stipends, candidates receive two SU-PhD Grants per month (DKK 7,426 each, 2026 level) for up to two years during the Master's phase, followed by two years of PhD employment with full salary and benefits according to the Danish collective agreement. Full employment benefits are provided.
Deadline
Expired
Country
Denmark
University
Aalborg University
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Keywords
About this position
Aalborg University invites applications for PhD and integrated PhD stipends in Foundation Models for Neural Speech Tracking, funded by the Novo Nordisk Foundation (NNF) New Exploratory Research and Discovery grant. The project, led by Professor Jan Østergaard, focuses on developing novel information-theoretic methods to identify and analyze temporal and spatial patterns of synergy and redundancy in brain signals elicited by acoustic stimuli. Research will be conducted within the Section on AI & Sound, a world-class environment with outstanding facilities and networking opportunities.
The PhD project is part of Research Track 2: Tracking neural and perceptual attributes, investigating how the brain learns and tracks acoustic patterns over time. The research aims to accurately capture neural encoding of perceptual statistical properties and uncover mechanisms driving auditory recognition. Methodologies include context tree models and large language models for generating embeddings that capture semantic and statistical relationships.
Applicants should have a strong background in electrical engineering, mathematical engineering, acoustics, machine learning, or related fields, with solid mathematical and analytical skills, including signal processing, optimization, machine learning, or information theory. Programming experience in C++, Python, or Matlab is required. For integrated PhD stipends, candidates must be enrolled in a relevant Master’s programme. The application must include a CV, diplomas or transcripts, and a one-page research vision statement.
The position is fully funded. Integrated PhD candidates receive two SU-PhD Grants per month (DKK 7,426 each, 2026 level) for up to two years during the Master's phase, followed by two years of PhD employment with full salary and benefits according to the Danish collective agreement. All PhD students are required to complete 30 ECTS of PhD courses, gain teaching experience, and complete a 3-6 month external research stay.
Applications must be submitted via Aalborg University’s recruitment system. The deadline is 10 May 2026. For more information, visit the official vacancy page or contact Professor Jan Østergaard at [email protected].
Funding details
The position is fully funded. For integrated PhD stipends, candidates receive two SU-PhD Grants per month (DKK 7,426 each, 2026 level) for up to two years during the Master's phase, followed by two years of PhD employment with full salary and benefits according to the Danish collective agreement. Full employment benefits are provided.
What's required
Applicants should have an M.Sc. degree in electrical engineering, mathematical engineering, acoustics, machine learning, or a similar field. Solid mathematical and analytical skills are required, including experience in signal processing, optimization, machine learning, or information theory. Programming experience in C++, Python, or Matlab is expected. For integrated PhD stipends, candidates must be enrolled in a relevant Master’s programme such as Electronic Systems, Mathematical Engineering, or Software. Applicants must submit a CV, diplomas or transcripts, and a one-page research vision statement.
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Professors
Professor at Aalborg University
Denmark
Research Interests
Artificial Intelligence
Statistics
Computer Science
Mathematics
Electrical Engineering
ApplyKite TwinLearns as you applyMake your next move.
Prepare your application
Review drafts and confirm requirements with the university.