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WaveTransformer: An Architecture For Automated Audio Captioning
(2021)
Kandidaatintyö
Kandidaatintyö
Automated audio captioning is a multi-modal task in which the system receives an audio sample as an input and generates a text (a caption) that describes the information presented in the audio. The system not only detects ...
End-to-End Machine Learning Leveraging Cloud Service Providers : A Comparison of AWS and GCP
(2022)
Kandidaatintyö
Kandidaatintyö
Cloud service providers give users resources as service products through the internet. Using cloud services has many benefits compared to physical systems. The high scalability means services automatically adjust to the ...
Deep Learning For Portfolio Optimization With Delta Controlled
(2022)
Kandidaatintyö
Kandidaatintyö
The cryptocurrency market is considered high-risk compared to traditional investment channels such as stocks or bonds. The whole market trend is primarily affected by only a few top-of-the-market capitalization cryptocurrencies ...
Software attribute-mapping visualization as a tool in monitoring and managing software development process
(2022)
Kandidaatintyö
Kandidaatintyö
This thesis aims to examine a novel approach for software visualization. In the software development process, there is a need to do "heath checks" for the development process, software, and use. Visualization is an effective ...
Advantages of Model-Based Development in terms of Business Benefits
(2022)
Kandidaatintyö
Kandidaatintyö
Today’s industries require quick reactions and high-quality solutions. Businesses want to keep costs and resource misuse to a minimum for greater benefits. Automated processes can suit the efficiency needed in businesses. ...
Development of data adapters to support server-side data processing in web applications
(2021)
Kandidaatintyö
Kandidaatintyö
The age of fast Internet, smart portable devices, instant communication and services has ushered a tremendous rise of web applications, thanks to their cross-platform nature and ever-expanding capabilities. Alongside this ...
Several Ways of Calculating the Gradient, Curl and Divergence under Orthogonal Curvilinear Coordinate Systems
(2022)
Kandidaatintyö
Kandidaatintyö
Calculating gradient, curl and divergence is very important in physics, especially in electrodynam ics and fluid mechanics. To calculate the gradient, curl and divergence under orthogonal curvilin ear coordinate systems, ...
Localization of electrorefining and electrowinning cells in an infrared image for short circuits monitoring
(2022)
Kandidaatintyö
Kandidaatintyö
Electrorefining and electrowinning processes, which are based on electrolysis, are carried out to produce pure metal on an industrial scale. In these processes, short circuit occurs when a cathode touches an anode. ...
Harmonization of strategies for contract testing in microservices UI
(2022)
Kandidaatintyö
Kandidaatintyö
In microservices world, a reliable continuous integration (CI) and continuous deployment (CD) contributes significantly to the delivery speed and the success of the product. One major contributor to the result of CI-CD ...
Machine Understanding of Mother-Infant Interaction: Using motion capture and eye tracking technology
(2022)
Kandidaatintyö
Kandidaatintyö
Parents’ interaction with their infant is crucial in the children's early cognitive development, but capturing and measuring these interactions is not a trivial task. Currently, a professional psychologist is required to ...