Essays about: "transfer learning"

Showing result 1 - 5 of 333 essays containing the words transfer learning.

1. 1. SPEECH SYNTHESIS AND RECOGNITION FOR A LOW-RESOURCE LANGUAGE Connecting TTS and ASR for mutual benefit

   University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

   Author : Liliia Makashova; [2021-09-23]
   Keywords : Speech synthesis; automatic speech recognition; low-resource language; machine learning; transfer learning;

   Abstract : Speech synthesis (text-to-speech, TTS) and speech recognition (automatic speech recognition, ASR) are the NLP technologies that are the least available for low-resource and indigenous languages. Lack of computational and data resources is the major obstacle when it comes to the development of linguistic tools for these languages. READ MORE

3. 2. Adapting to Accelerated Digitalization of Learning Services - A Single Case Study of Global Service Training at Volvo Buses

   University essay from Göteborgs universitet/Graduate School

   Author : David Ryfors; Vanja Lieback; [2021-07-08]
   Keywords : Explicit knowledge; tacit knowledge; knowledge transfer; knowledge sharing; knowledge transformation; information and communication technologies ICTs ; digital learning; digital tools; gamification; virtual reality VR ; augmented reality AR ;

   Abstract : This thesis aims to research the accelerated digitalization of learning services in a globalcontext. The thesis further aims to research how a multinational company can leverage digitalsolutions to add value for their aftermarket. To fulfill this aim, the research is conducted incollaboration with the global bus manufacturing company Volvo Buses. READ MORE

4. 3. Anomaly detection in 5G beam propagation

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Katarina Hellgren; Phiphi Tran; [2021]
   Keywords : Machine learning; wireless communication; 5G; beam propagation; DBSCAN; KNN; anomaly detection; clustering; Technology and Engineering;

   Abstract : Advancements in today's technology has motivated invention of faster mobile communication systems. The fifth generation mobile network, 5G, is the latest version made by the third generation partnership project (3GPP) and expects to both increase connection speed and reduce latency, which eventually will make it applicable in supporting state-of-the art technologies such as virtual reality and self-driving vehicles among others. READ MORE

5. 4. Detecting Slag Formation with Deep Learning Methods : An experimental study of different deep learning image segmentation models

   University essay from Linköpings universitet/Datorseende

   Author : Christian von Koch; William Anzén; [2021]
   Keywords : deep learning; deep neural network; computer vision; image segmentation; iron ore pelletising plant; furnace slag-detection; U-Net; PSPNet;

   Abstract : Image segmentation through neural networks and deep learning have, in the recent decade, become a successful tool for automated decision-making. For Luossavaara-Kiirunavaara Aktiebolag (LKAB), this means identifying the amount of slag inside a furnace through computer vision. READ MORE

6. 5. Analysis of visual political communication on YouTube

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Nithesh Chandher Karthikeyan; [2021]
   Keywords : ;

   Abstract : Though images are ubiquitous in everyday life and have always been part of politics, research on the visual aspects of political communication recently gained momentum, especially with the rise of social media. This opens up a platform to analyze the role of visuals in communicating political ideas. READ MORE