Essays about: "BiLSTM"

Showing result 1 - 5 of 16 essays containing the word BiLSTM.

1. 1. Punctuation Restoration as Post-processing Step for Swedish Language Automatic Speech Recognition

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Ishika Gupta; [2023]
   Keywords : Transformer; BERT; KB-BERT; NLP; punctuation restoration; deep learning; neural networks;

   Abstract : This thesis focuses on the Swedish language, where punctuation restoration, especially as a postprocessing step for the output of Automatic Speech Recognition (ASR) applications, needs furtherresearch. I have collaborated with NewsMachine AB, a company that provides large-scale mediamonitoring services for its clients, for which it employs ASR technology to convert spoken contentinto text. READ MORE

3. 2. Machine learning algorithm for generation and consumption forecasting in an electrical network

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Isac Hutchings; Joel Oyola; [2023]
   Keywords : ;

   Abstract : Power generation and consumption are directly affected by weather, and the weather variables are fluctuating, which means that generation and consumption also fluctuate. These fluctuations can damage equipment or cause other problems in an electrical network. READ MORE

4. 3. Multivariate Time Series Prediction for DevOps : A first Step to Fault Prediction of the CI Infrastructure

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Yiran Wang; [2022]
   Keywords : VAR; LSTM; BiLSTM; time series; CI; DevOps;

   Abstract : The continuous integration infrastructure (CI servers) is commonly used as a shared test environment due to the need for collaborative and distributive development for the software products under growing scale and complexity in recent years. To ensure the stability of the CI servers, with the help of the constantly recorded measurement data of the servers, fault prediction is of great interest to software development companies. READ MORE

5. 4. Spot the Pain: Exploring the Application of Skeleton Pose Estimation for Automated Pain Assessment

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Angelica Hjelm Gardner; [2022]
   Keywords : automated pain assessment; pain recognition; body movements; skeleton pose estimation; deep learning; neural networks;

   Abstract : Automated pain assessment is emerging as an essential part of pain management in areas such as healthcare, rehabilitation, sports and fitness. These automated systems are based on machine learning applications and can provide reliable, objective and cost-effective benefits. READ MORE

6. 5. Automatic Classification of Conditions for Grants in Appropriation Directions of Government Agencies

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Emma Wallerö; [2022]
   Keywords : Text classification; annotation; SVM; BiLSTM; Transformers; BERT; Textklassificering; annotering; annotation; SVM; BiLSTM; Transformers; BERT;

   Abstract : This study explores the possibilities of classifying language as governing or not. The ground premise is to examine how detecting and quantifying governing conditions from thousands of financial grants in appropriation directions can be performed automatically, as well as creating a data set to perform machine learning for this text classification task. READ MORE