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Academics

Teaching

Lectures

Pattern Recognition and Machine Learning

Advanced studies course, 2020 - ...

Theses

Master's Theses

M. D. Shin, "Adaptation of Pretrained Deep Neural Networks for Sound Event Detection Facilitating Smart Homecare"

M. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2021 [ongoing]

J. Berg, "Lifelong Learning for Automated Audio Captioning"

M. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2021 [ongoing]

I. Nag, "Audio and Visual Intermodal Translation: Overview and Current Trends"

M. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2021 [ongoing]

S. Gharib, "Unsupervised Domain Adaptation for Audio Classification"

M. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2020

Bachelor's Theses

T. Miettunen, "Deep Learning for Environmental Audio at The Web Browser"

B. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2021 [ongoing]

A. Tran, "WaveTransformer: An Architecture for Automated Audio Captioning"

B. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2021

H. Laakso, "Assessing the time efficiency of a novel implementation of Short-time Fourier transform using graphics processing units"

B. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2020

K. Nguyen, "Sequence Temporal Sub-Sampling for Automated Audio Captioning"

B. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2020

S. Lipping, "Multimodal audio dataset creation with crowdsourcing"

B. S. thesis, Faculty of Information technology and Communication Sciences, Tampere University, Tampere, 2019

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