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020 _a9783031110351
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024 7 _a10.1007/978-3-031-11035-1
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082 0 4 _a621.382
_223
245 1 0 _aAnalysis and Application of Natural Language and Speech Processing
_h[electronic resource] /
_cedited by Mourad Abbas.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aVIII, 214 p. 50 illus., 46 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSignals and Communication Technology,
_x1860-4870
505 0 _aChapter 1. ITAcotron 2: the Power of Transfer Learning in Expressive TTS Synthesis -- Chapter 2. Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding -- Chapter 3. Kabyle ASR Phonological Error and Network Analysis -- Chapter 4. ALP: an Arabic Linguistic Pipeline -- Chapter 5. Arabic Anaphora Resolution System using New Features: Pronominal and Verbal cases -- Chapter 6. A Commonsense-enhanced Document-Grounded Conversational Agent: A Case Study on Task-based Dialogue -- Chapter 7. BloomQDE: Leveraging Bloom’s Taxonomy for Question Difficulty Estimation -- Chapter 8. A Comparative Study on Language Models for Dravidian Languages -- Chapter 9. Arabic Named Entity Recognition with a CRF model based on Transformer Architecture -- Chapter 10. Static Fuzzy Bag-of-Words: Exploring Static Universe Matrices for Sentence Embeddings.
520 _aThis book presents recent advances in NLP and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology during the Covid-19 pandemic. The authors present results of recent experimental research that provides contributions and solutions to different issues related to speech technology and speech in industry. Technologies include natural language processing, automatic speech recognition (for under-resourced dialects) and speech synthesis that are useful for applications such as intelligent virtual assistants, among others. Applications cover areas such as sentiment analysis and opinion mining, Arabic named entity recognition, and language modelling. This book is relevant for anyone interested in the latest in language and speech technology.
650 0 _aSignal processing.
650 0 _aNatural language processing (Computer science).
650 0 _aComputational linguistics.
650 0 _aSpeech processing systems.
650 1 4 _aSignal, Speech and Image Processing.
650 2 4 _aNatural Language Processing (NLP).
650 2 4 _aComputational Linguistics.
650 2 4 _aSpeech and Audio Processing.
700 1 _aAbbas, Mourad.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031110344
776 0 8 _iPrinted edition:
_z9783031110368
776 0 8 _iPrinted edition:
_z9783031110375
830 0 _aSignals and Communication Technology,
_x1860-4870
856 4 0 _uhttps://doi.org/10.1007/978-3-031-11035-1
912 _aZDB-2-SCS
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