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MSc thesis examples with me: AI, audio, animal sound, and more

Especially for MSc students starting to plan their thesis with me - here are some good examples from my past students!

Be aware that the guidelines for an MSc thesis are different depending on the programme, and they also change over the years. So always check the official requirements and the grading rubric when you are planning which sections should be in your thesis.

Polyphonic sound event detection for highly dense birdsong scenes
Alberto Garcia Arroba Parrilla
Tilburg University (MSc Cognitive Science & AI) 2022
Data type: audio (bird)
Thesis URL: TBC
Published as: conference paper at DCASE 2022 workshop

Adaptive representations of sound Improve automatic insect recognition
Marius Faiß
Unviersity of Leiden (MSc Evolutionary Biology) 2022
Data type: audio (insect)
Thesis URL: https://arxiv.org/abs/2211.09503
Published as: TBC

Asset pricing and the applications of machine learning in missing data treatment
Marc Stam
Tilburg University (MSc Data Science & Society) 2022
Data type: Financial time series
Thesis URL: TBC
Published as: TBC

Insect species sound classification using deep learning with small data
Dario Gandini
Tilburg University (MSc Data Science & Society) 2021
Data type: audio (insect)
Thesis URL: https://tilburguniversity.on.worldcat.org/oclc/1362440099

Listen like a bat: plant classification using echolocation and deep learning
Karol Bukanowski
Queen Mary University of London (MSc Sound and Music Computing) 2020
Data type: audio (bat)
Published as: part of journal paper in Plos Computational Biology

Estimating & mitigating the impact of acoustic environments on digital audio signalling
Amogh Kabbinakanthi Matt
Queen Mary University of London (MSc Sound & Music Computing) 2018
Data type: audio (synthesised) Published as: conference paper at EUSIPCO 2019 (free download: arxiv preprint)

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