03724nam a22005655i 4500 978-3-031-44260-5 DE-He213 20251030110917.0 cr nn 008mamaa 240109s2024 sz | s |||| 0|eng d 9783031442605 978-3-031-44260-5 10.1007/978-3-031-44260-5 doi TK5102.9 TJF bicssc UYS bicssc TEC067000 bisacsh TJF thema UYS thema Practical Solutions for Diverse Real-World NLP Applications [electronic resource] / edited by Mourad Abbas. 1st ed. 2024. Cham : Springer International Publishing : Imprint: Springer, 2024. VII, 142 p. 29 illus., 16 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Signals and Communication Technology, 1860-4870 Introduction -- 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. This 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. Signal processing. Natural language processing (Computer science). 65131 Acoustical engineering. 66281 Signal, Speech and Image Processing. Natural Language Processing (NLP). 66164 Engineering Acoustics. 66283 Abbas, Mourad. editor. edt http://id.loc.gov/vocabulary/relators/edt 69371 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031442599 Printed edition: 9783031442612 Printed edition: 9783031442629 Signals and Communication Technology, 1860-4870 18936 https://doi.org/10.1007/978-3-031-44260-5 ZDB-2-ENG ZDB-2-SXE 57137 57137