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retrieval, audio fingerprinting, alignment search, feature matching in self-supervised audio representations, and reference-free audio quality prediction. Integrating watermarking capabilities into
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realistic downstream processing. Your role and goals As the Doctoral Researcher, you will take primary responsibility for detecting generated audio content from multiple sources , and work jointly
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thinking or novel approaches to technical problems, the ability to synthesize information from multiple sources to advance understanding and demonstrated curiosity and persistence in pursuing technical
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learned components. Two of the positions are attached to industrial collaboration projects: one on learning to manipulate multiple objects simultaneously, and one on fault prediction. The third
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criteria (you should have some of these) 1. Basic multivariate statistics (e.g. multiple regression, logistic regression) 2. Basic skills in statistical software (R, Python libraries, etc) 3. Basic
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Workday designs; clear documentation and stakeholder communication. Analytical, structured problem‑solving skills and the ability to prioritize across multiple stakeholders. A collaborative, solution
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to research, patience, and sustained effort. Research inevitably involves uncertainty, critical feedback, rejections, and the need to develop the work through multiple rounds. Acceptance rates at
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with resolutions requiring at LUMI‑class resources. Perform model selection and pruning using observational constraints, extend best‑match runs over multiple stellar activity cycles, and prepare
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temperatures. We will explore multiple material systems to identify a platform where high-Q magnons couple efficiently to the spin ions while long optical and spin lifetimes are preserved, using
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, unclonable, and irretrievable, using advanced functional materials to create multi-layered security patterns with multiple security levels. The position is linked to an ongoing Business Finland