Téléchargez le livre : Automatic Speech Recognition and Translation for Low Resource Languages

Automatic Speech Recognition and Translation for Low Resource Languages



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Wiley-Scrivener


Paru le : 2024-03-28



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Description
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.
Pages
496 pages
Collection
n.c
Parution
2024-03-28
Marque
Wiley-Scrivener
EAN papier
9781394213580
EAN PDF
9781394214129
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
496
Taille du fichier
84675 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
227,88 €
EAN EPUB
9781394214174
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
496
Taille du fichier
31519 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
227,88 €

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