LEADER 03575nam 22005775 450 001 9910800118103321 005 20240109101210.0 010 $a3-031-44260-1 024 7 $a10.1007/978-3-031-44260-5 035 $a(CKB)29551088100041 035 $a(MiAaPQ)EBC31061694 035 $a(Au-PeEL)EBL31061694 035 $a(OCoLC)1417197498 035 $a(DE-He213)978-3-031-44260-5 035 $a(EXLCZ)9929551088100041 100 $a20240109d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPractical Solutions for Diverse Real-World NLP Applications$b[electronic resource] /$fedited by Mourad Abbas 205 $a1st ed. 2024. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2024. 215 $a1 online resource (145 pages) 225 1 $aSignals and Communication Technology,$x1860-4870 311 08$a9783031442599 327 $aIntroduction -- Language resources -- Spoken language understanding system for under-resourced languages -- Speech recognition applications for code switched under-resourced dialects -- Speaker identification -- Speech synthesis -- Machine translation for under-resourced languages -- Sentiment analysis and opinion mining -- Language and dialect identification -- Conclusion. 330 $aThis book unveils the most advanced techniques and innovative applications in the natural language processing (NLP) field. It uncovers the secrets to enhancing language understanding, and presents practical solutions to different NLP tasks, as text augmentation, paraphrase generation, and restoring spaces and punctuation in multiple languages. It unlocks the potential of hierarchical multi-task learning for cross-lingual phoneme recognition, and allows readers to explore more real-world applications such as error correction, aggregating industrial security findings as well as predicting music emotion values from social media conversations. "Practical Solutions for Diverse Real-World NLP Applications" is the suitable guidebook for researchers, students, and practitioners as it paves the way for them by delivering invaluable insights and knowledge. This book: Delves into cutting-edge research topics in NLP, covering diverse subjects in the field; Provides practical implementations and methodologies for various topics, enabling readers to apply the techniques in their own research; Offers an in-depth exploration of each topic, providing comprehensive insights and understanding for readers seeking a deeper understanding of NLP techniques used in real-world applications. 410 0$aSignals and Communication Technology,$x1860-4870 606 $aSignal processing 606 $aNatural language processing (Computer science) 606 $aAcoustical engineering 606 $aSignal, Speech and Image Processing 606 $aNatural Language Processing (NLP) 606 $aEngineering Acoustics 615 0$aSignal processing. 615 0$aNatural language processing (Computer science). 615 0$aAcoustical engineering. 615 14$aSignal, Speech and Image Processing . 615 24$aNatural Language Processing (NLP). 615 24$aEngineering Acoustics. 676 $a621.382 700 $aAbbas$b Mourad$01587111 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910800118103321 996 $aPractical Solutions for Diverse Real-World NLP Applications$93874461 997 $aUNINA