Automatic Speech Recognition And Translation For Low Resource Languages
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Automatic Speech Recognition And Translation For Low Resource Languages
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Author : L. Ashok Kumar
language : en
Publisher: John Wiley & Sons
Release Date : 2024-05-07
Automatic Speech Recognition And Translation For Low Resource Languages written by L. Ashok Kumar and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-07 with Computers categories.
AUTOMATIC SPEECH RECOGNITION and TRANSLATION for LOW-RESOURCE LANGUAGES This book is a comprehensive exploration into the cutting-edge research, methodologies, and advancements in addressing the unique challenges associated with ASR and translation for low-resource languages. Automatic Speech Recognition and Translation for Low Resource Languages contains groundbreaking research from experts and researchers sharing innovative solutions that address language challenges in low-resource environments. The book begins by delving into the fundamental concepts of ASR and translation, providing readers with a solid foundation for understanding the subsequent chapters. It then explores the intricacies of low-resource languages, analyzing the factors that contribute to their challenges and the significance of developing tailored solutions to overcome them. The chapters encompass a wide range of topics, ranging from both the theoretical and practical aspects of ASR and translation for low-resource languages. The book discusses data augmentation techniques, transfer learning, and multilingual training approaches that leverage the power of existing linguistic resources to improve accuracy and performance. Additionally, it investigates the possibilities offered by unsupervised and semi-supervised learning, as well as the benefits of active learning and crowdsourcing in enriching the training data. Throughout the book, emphasis is placed on the importance of considering the cultural and linguistic context of low-resource languages, recognizing the unique nuances and intricacies that influence accurate ASR and translation. Furthermore, the book explores the potential impact of these technologies in various domains, such as healthcare, education, and commerce, empowering individuals and communities by breaking down language barriers. Audience The book targets researchers and professionals in the fields of natural language processing, computational linguistics, and speech technology. It will also be of interest to engineers, linguists, and individuals in industries and organizations working on cross-lingual communication, accessibility, and global connectivity.
Artificial Intelligence And Machine Learning
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Author : Hai Jin
language : en
Publisher: Springer Nature
Release Date : 2025-07-16
Artificial Intelligence And Machine Learning written by Hai Jin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-16 with Computers categories.
This CCIS volume constitutes the refereed proceedings of Second International Artificial Intelligence Conference on Artificial Intelligence and Machine Learning, IAIC 2024, held in Jinyun, China, November 2024. The 38 full papers presented were carefully reviewed and selected from 100 submissions.They were organized in following topical sections as follows: Part I : Artificial Intelligence in Real-World Applications. Part II : Artificial Intelligence in Network and Security systems.
Speech Synthesis And Recognition
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Author : Wendy Holmes
language : en
Publisher: CRC Press
Release Date : 2002-09-11
Speech Synthesis And Recognition written by Wendy Holmes and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-09-11 with Technology & Engineering categories.
With the growing impact of information technology on daily life, speech is becoming increasingly important for providing a natural means of communication between humans and machines. This extensively reworked and updated new edition of Speech Synthesis and Recognition is an easy-to-read introduction to current speech technology. Aimed at advanced undergraduates and graduates in electronic engineering, computer science and information technology, the book is also relevant to professional engineers who need to understand enough about speech technology to be able to apply it successfully and to work effectively with speech experts. No advanced mathematical ability is required and no specialist prior knowledge of phonetics or of the properties of speech signals is assumed.
Empowering Low Resource Languages With Nlp Solutions
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Author : Pakray, Partha
language : en
Publisher: IGI Global
Release Date : 2024-02-27
Empowering Low Resource Languages With Nlp Solutions written by Pakray, Partha and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-27 with Computers categories.
In our increasingly interconnected world, low-resource languages face the threat of oblivion. These linguistic gems, often spoken by marginalized communities, are at risk of fading away due to limited data and resources. The neglect of these languages not only erodes cultural diversity but also hinders effective communication, education, and social inclusion. Academics, practitioners, and policymakers grapple with the urgent need for a comprehensive solution to preserve and empower these vulnerable languages. Empowering Low-Resource Languages With NLP Solutions is a pioneering book that stands as the definitive answer to the pressing problem at hand. It tackles head-on the challenges that low-resource languages face in the realm of Natural Language Processing (NLP). Through real-world case studies, expert insights, and a comprehensive array of topics, this book equips its readers—academics, researchers, practitioners, and policymakers—with the tools, strategies, and ethical considerations needed to address the crisis facing low-resource languages.
Speech And Computer
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Author : Alexey Karpov
language : en
Publisher: Springer Nature
Release Date : 2021-09-22
Speech And Computer written by Alexey Karpov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-22 with Computers categories.
This book constitutes the proceedings of the 23rd International Conference on Speech and Computer, SPECOM 2021, held in St. Petersburg, Russia, in September 2021.* The 74 papers presented were carefully reviewed and selected from 163 submissions. The papers present current research in the area of computer speech processing including audio signal processing, automatic speech recognition, speaker recognition, computational paralinguistics, speech synthesis, sign language and multimodal processing, and speech and language resources. *Due to the COVID-19 pandemic, SPECOM 2021 was held as a hybrid event.
Advances In Electronics Engineering
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Author : Zahriladha Zakaria
language : en
Publisher: Springer Nature
Release Date : 2019-12-16
Advances In Electronics Engineering written by Zahriladha Zakaria and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-16 with Technology & Engineering categories.
This book presents the proceedings of ICCEE 2019, held in Kuala Lumpur, Malaysia, on 29th–30th April 2019. It includes the latest advances in electrical engineering and electronics from leading experts around the globe.
Ai For Community
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Author : Iran Davar Ardalan
language : en
Publisher: CRC Press
Release Date : 2025-06-16
Ai For Community written by Iran Davar Ardalan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Computers categories.
AI for Community explores the transformative potential of technology to bridge cultural divides and responsibly preserve cultural heritage, while thoughtfully considering how to ensure fairness without any ideological or cultural bias. It acknowledges the need for careful scrutiny of traditions so that artificial intelligence (AI) systems can promote comprehensive cultural understanding. This approach underscores the promise of AI as a tool for human flourishing. Authored by a multigenerational, multicultural team, this book presents real‐world examples and ethical insights that are timely, actionable, and deeply human‐centered. It introduces pioneering projects like the Indigenous Knowledge Graph, which documented ancestral wisdom; Howard University’s Project Elevate Black Voices, funded by Google, which enhanced speech recognition for African American Vernacular English (AAVE); and Laleh AI, which posthumously preserves the insights of a progressive female Islamic thinker. Also, initiatives like UNESCO’s work on cultural heritage preservation and NVIDIA’s collaboration with Te Hiku Media to safeguard the Māori language showcase AI’s vital role in reviving endangered languages. This book interweaves "Community Voices" sections between chapters, featuring interviews that explore the role and implementation of AI in new arenas. Each chapter is also supported by online resources, accessible as podcasts, videos, and articles, that provide multimedia ways to deepen understanding of culturally aware AI. AI for Community highlights how community‐driven language preservation, storytelling, and inclusive design can empower cultures and protect their heritage. This book is a vital resource for those seeking to create AI that respects and uplifts communities.
Intelligent Multilingual Information Processing
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Author : Huaping Zhang
language : en
Publisher: Springer Nature
Release Date : 2025-05-21
Intelligent Multilingual Information Processing written by Huaping Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-21 with Computers categories.
This CCIS post conference volume constitutes the proceedings of the First International Conference on Intelligent Multilingual Information Processing, IMLIP 2024, in Beijing, China, during November 2024. The 30 full papers presented at IMLIP 2024 were carefully reviewed and selected from 144 submissions. The papers contained in these proceedings address challenging issues in Cross-lingual processing, Large language models, Computational linguistics theory, Resource and corpus construction, Evaluation, Multilingual language understanding, Machine translation, as well as the fundamentals and applications of Multimodal intelligent information processing.
Deep Learning Theory And Applications
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Author : Donatello Conte
language : en
Publisher: Springer Nature
Release Date : 2023-07-30
Deep Learning Theory And Applications written by Donatello Conte and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-30 with Computers categories.
This book consitiutes the refereed proceedings of the 4th International Conference on Deep Learning Theory and Applications, DeLTA 2023, held in Rome, Italy from 13 to 14 July 2023. The 9 full papers and 22 short papers presented were thoroughly reviewed and selected from the 42 qualified submissions. The scope of the conference includes such topics as models and algorithms; machine learning; big data analytics; computer vision applications; and natural language understanding.
Mobile Cloud Computing Services And Engineering
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Author : Dr. Anand Rajavat
language : en
Publisher: Allied Publishers
Release Date : 2025-02-14
Mobile Cloud Computing Services And Engineering written by Dr. Anand Rajavat and has been published by Allied Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-14 with Computers categories.
Mobile Cloud Computing (MCC) merges the strengths of mobile and cloud computing to address the inherent limitations of mobile devices, such as limited processing power, storage and energy capacity. By offloading computation and storage tasks to remote cloud servers, MCC enhances the functionality and accessibility of mobile applications across diverse industries, including healthcare, smart cities, education and finance. MCC operates through cloud computing models—Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS)—to deliver scalable, cost-effective solutions tailored to user needs. Key advancements in MCC include its integration with big data analytics, IoT, and edge computing, enabling real-time processing, reduced latency, and sophisticated mobile solutions. The paradigm also addresses critical security and privacy concerns by leveraging encryption, compliance frameworks, and collaborative efforts among stakeholders. Innovations such as 5G networking and hybrid cloud models have further optimized MCC’s performance, expanding its potential in applications like telemedicine, e-learning, fintech and sustainable energy management. Key highlights of this book are Cloud Computing Architectures and Models, Cloud Services and Applications, Cloud Computing for Big Data and Analytics, Cloud Computing for Internet of Things (IoT), Cloud Computing for Smart Cities, Cloud Computing for Healthcare Applications & E-Learning and Education.