Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199103462> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W3199103462 abstract "In this paper, we describe the second stage of the study aimed at describing the factors that influence the phonetic reduction of words in Russian speech using machine learning algorithms. We discuss the limitations of the first stage of our study and try to overcome some of them by increasing the dataset and using new algorithms such as random forest, gradient boosting, and perceptron. We used the texts from the Corpus of Russian Speech as the data. The dataset was divided into two separate datasets: one consisted of single words and the other contained multiword units from our corpus. According to the results, for single words the most important features turned out to be the number of syllables and whether the word is an adjective as they were chosen by all algorithms. For the multiword units, the main features were the number of syllables, frequency in Russian spoken texts (in ipm), and token frequency in a given text. In our further research, we are going to expand the dataset and look closer on such features as text type and token frequency in a given text." @default.
- W3199103462 created "2021-09-27" @default.
- W3199103462 creator A5008562438 @default.
- W3199103462 creator A5033553396 @default.
- W3199103462 date "2021-01-01" @default.
- W3199103462 modified "2023-09-23" @default.
- W3199103462 title "What Causes Phonetic Reduction in Russian Speech: New Evidence from Machine Learning Algorithms" @default.
- W3199103462 cites W1486114846 @default.
- W3199103462 cites W2056132907 @default.
- W3199103462 cites W2143426320 @default.
- W3199103462 cites W2563546967 @default.
- W3199103462 cites W2787894218 @default.
- W3199103462 cites W2790404387 @default.
- W3199103462 cites W2888189389 @default.
- W3199103462 cites W2911964244 @default.
- W3199103462 cites W3011834788 @default.
- W3199103462 cites W3091730357 @default.
- W3199103462 cites W3139263514 @default.
- W3199103462 cites W4249572517 @default.
- W3199103462 doi "https://doi.org/10.1007/978-3-030-87802-3_14" @default.
- W3199103462 hasPublicationYear "2021" @default.
- W3199103462 type Work @default.
- W3199103462 sameAs 3199103462 @default.
- W3199103462 citedByCount "0" @default.
- W3199103462 crossrefType "book-chapter" @default.
- W3199103462 hasAuthorship W3199103462A5008562438 @default.
- W3199103462 hasAuthorship W3199103462A5033553396 @default.
- W3199103462 hasConcept C111335779 @default.
- W3199103462 hasConcept C123406163 @default.
- W3199103462 hasConcept C154945302 @default.
- W3199103462 hasConcept C179717631 @default.
- W3199103462 hasConcept C204321447 @default.
- W3199103462 hasConcept C2524010 @default.
- W3199103462 hasConcept C28490314 @default.
- W3199103462 hasConcept C33923547 @default.
- W3199103462 hasConcept C38652104 @default.
- W3199103462 hasConcept C41008148 @default.
- W3199103462 hasConcept C46686674 @default.
- W3199103462 hasConcept C48145219 @default.
- W3199103462 hasConcept C50644808 @default.
- W3199103462 hasConceptScore W3199103462C111335779 @default.
- W3199103462 hasConceptScore W3199103462C123406163 @default.
- W3199103462 hasConceptScore W3199103462C154945302 @default.
- W3199103462 hasConceptScore W3199103462C179717631 @default.
- W3199103462 hasConceptScore W3199103462C204321447 @default.
- W3199103462 hasConceptScore W3199103462C2524010 @default.
- W3199103462 hasConceptScore W3199103462C28490314 @default.
- W3199103462 hasConceptScore W3199103462C33923547 @default.
- W3199103462 hasConceptScore W3199103462C38652104 @default.
- W3199103462 hasConceptScore W3199103462C41008148 @default.
- W3199103462 hasConceptScore W3199103462C46686674 @default.
- W3199103462 hasConceptScore W3199103462C48145219 @default.
- W3199103462 hasConceptScore W3199103462C50644808 @default.
- W3199103462 hasLocation W31991034621 @default.
- W3199103462 hasOpenAccess W3199103462 @default.
- W3199103462 hasPrimaryLocation W31991034621 @default.
- W3199103462 hasRelatedWork W10910819 @default.
- W3199103462 hasRelatedWork W12256131 @default.
- W3199103462 hasRelatedWork W13657349 @default.
- W3199103462 hasRelatedWork W14230040 @default.
- W3199103462 hasRelatedWork W14712889 @default.
- W3199103462 hasRelatedWork W2864082 @default.
- W3199103462 hasRelatedWork W4354089 @default.
- W3199103462 hasRelatedWork W8671328 @default.
- W3199103462 hasRelatedWork W8738421 @default.
- W3199103462 hasRelatedWork W9638664 @default.
- W3199103462 isParatext "false" @default.
- W3199103462 isRetracted "false" @default.
- W3199103462 magId "3199103462" @default.
- W3199103462 workType "book-chapter" @default.