Matches in SemOpenAlex for { <https://semopenalex.org/work/W3046544314> ?p ?o ?g. }
- W3046544314 endingPage "216" @default.
- W3046544314 startingPage "207" @default.
- W3046544314 abstract "Dialects are local forms of speech separated by a certain rate from a standard language. Dialect recognition is one of the popular topics studied in speech recognition. In particular, the spoken dialect is asked to be identified first in order to improve the performance of large scale speech recognition systems. The phonetic differences of speech can be determined by examining the acoustic properties at the physical level. Features such as Log mel-spectrograms are used for this purpose. In addition, the phonotactic term corresponds to the arrangement rules of phonemes in a language/dialect. Phoneme sequences and the frequency of this sequence vary from dialect to dialect. Phoneme sequences are obtained by phoneme recognizers. Another topic that has become popular in recent years is deep learning neural networks. Convolutional Neural Networks (CNN), which is a special kind of deep learning neural networks, are often used in image and speech recognition. Long Short-Term Memory Neural Networks (LSTM) is a deep learning neural network model that produces more successful results than n-gram models in language modeling. In this study, the classification of Turkish dialects with CNN and LSTM type neural networks in terms of acoustic and phonotactic features were discussed. Also, LSTM neural networks are used for language modeling in phonotactic approach. In the experimental study, the proposed approaches were tested and interpreted on the Turkish Dialects Dataset that we collected. As a result of the study, it has been observed that the approaches used reaches 85.1% accuracy rate for Turkish dialect recognition." @default.
- W3046544314 created "2020-08-07" @default.
- W3046544314 creator A5023938669 @default.
- W3046544314 creator A5056703559 @default.
- W3046544314 date "2020-07-31" @default.
- W3046544314 modified "2023-09-27" @default.
- W3046544314 title "Derin Öğrenme Mimarilerinde Akustik ve Fonotaktik Öznitelikleri Kullanan Türkçe Ağız Tanıma" @default.
- W3046544314 cites W114517082 @default.
- W3046544314 cites W156922528 @default.
- W3046544314 cites W179875071 @default.
- W3046544314 cites W1969579838 @default.
- W3046544314 cites W1983072039 @default.
- W3046544314 cites W1995562189 @default.
- W3046544314 cites W2003573652 @default.
- W3046544314 cites W2027329124 @default.
- W3046544314 cites W2056119007 @default.
- W3046544314 cites W2057653135 @default.
- W3046544314 cites W2060052119 @default.
- W3046544314 cites W2064675550 @default.
- W3046544314 cites W2077853988 @default.
- W3046544314 cites W2079735306 @default.
- W3046544314 cites W2107455326 @default.
- W3046544314 cites W2107878631 @default.
- W3046544314 cites W2150341604 @default.
- W3046544314 cites W2172097686 @default.
- W3046544314 cites W2172287020 @default.
- W3046544314 cites W2175575774 @default.
- W3046544314 cites W2191779130 @default.
- W3046544314 cites W2204950903 @default.
- W3046544314 cites W2293634267 @default.
- W3046544314 cites W2398826216 @default.
- W3046544314 cites W2402268235 @default.
- W3046544314 cites W2408021097 @default.
- W3046544314 cites W2408175559 @default.
- W3046544314 cites W2487408737 @default.
- W3046544314 cites W2498338956 @default.
- W3046544314 cites W2500968368 @default.
- W3046544314 cites W2578240541 @default.
- W3046544314 cites W2783782089 @default.
- W3046544314 cites W2852229092 @default.
- W3046544314 cites W2963042536 @default.
- W3046544314 cites W2963063081 @default.
- W3046544314 doi "https://doi.org/10.17671/gazibtd.668023" @default.
- W3046544314 hasPublicationYear "2020" @default.
- W3046544314 type Work @default.
- W3046544314 sameAs 3046544314 @default.
- W3046544314 citedByCount "1" @default.
- W3046544314 countsByYear W30465443142022 @default.
- W3046544314 crossrefType "journal-article" @default.
- W3046544314 hasAuthorship W3046544314A5023938669 @default.
- W3046544314 hasAuthorship W3046544314A5056703559 @default.
- W3046544314 hasBestOaLocation W30465443141 @default.
- W3046544314 hasConcept C137293760 @default.
- W3046544314 hasConcept C138885662 @default.
- W3046544314 hasConcept C147168706 @default.
- W3046544314 hasConcept C148934300 @default.
- W3046544314 hasConcept C154945302 @default.
- W3046544314 hasConcept C204321447 @default.
- W3046544314 hasConcept C2781121862 @default.
- W3046544314 hasConcept C28490314 @default.
- W3046544314 hasConcept C41008148 @default.
- W3046544314 hasConcept C41895202 @default.
- W3046544314 hasConcept C45273575 @default.
- W3046544314 hasConcept C4768521 @default.
- W3046544314 hasConcept C50644808 @default.
- W3046544314 hasConcept C81363708 @default.
- W3046544314 hasConceptScore W3046544314C137293760 @default.
- W3046544314 hasConceptScore W3046544314C138885662 @default.
- W3046544314 hasConceptScore W3046544314C147168706 @default.
- W3046544314 hasConceptScore W3046544314C148934300 @default.
- W3046544314 hasConceptScore W3046544314C154945302 @default.
- W3046544314 hasConceptScore W3046544314C204321447 @default.
- W3046544314 hasConceptScore W3046544314C2781121862 @default.
- W3046544314 hasConceptScore W3046544314C28490314 @default.
- W3046544314 hasConceptScore W3046544314C41008148 @default.
- W3046544314 hasConceptScore W3046544314C41895202 @default.
- W3046544314 hasConceptScore W3046544314C45273575 @default.
- W3046544314 hasConceptScore W3046544314C4768521 @default.
- W3046544314 hasConceptScore W3046544314C50644808 @default.
- W3046544314 hasConceptScore W3046544314C81363708 @default.
- W3046544314 hasIssue "3" @default.
- W3046544314 hasLocation W30465443141 @default.
- W3046544314 hasLocation W30465443142 @default.
- W3046544314 hasOpenAccess W3046544314 @default.
- W3046544314 hasPrimaryLocation W30465443141 @default.
- W3046544314 hasRelatedWork W1499864241 @default.
- W3046544314 hasRelatedWork W2003136674 @default.
- W3046544314 hasRelatedWork W2782005958 @default.
- W3046544314 hasRelatedWork W2896411932 @default.
- W3046544314 hasRelatedWork W2907228390 @default.
- W3046544314 hasRelatedWork W3011988934 @default.
- W3046544314 hasRelatedWork W3091785813 @default.
- W3046544314 hasRelatedWork W3108618362 @default.
- W3046544314 hasRelatedWork W3151526698 @default.
- W3046544314 hasRelatedWork W4288754470 @default.
- W3046544314 hasVolume "13" @default.
- W3046544314 isParatext "false" @default.
- W3046544314 isRetracted "false" @default.