Description: Automatic Speech Recognition and Translation for Low Resource Languages, Hardcover by Kumar, L. Ashok (EDT); Renuka, D. Karthika (EDT); Chakravarthi, Bharathi Raja (EDT); Mandl, Thomas (EDT), ISBN 1394213581, ISBN-13 9781394213580, Like New Used, Free shipping in the US 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. Th 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. Th 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 th, 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, th 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 Th 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.
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End Time: 2024-11-13T06:53:49.000Z
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Book Title: Automatic Speech Recognition and Translation for Low Resource Lan
Number of Pages: 496 Pages
Language: English
Publication Name: Automatic Speech Recognition and Translation for Low Resource Languages
Publisher: Wiley & Sons, Incorporated, John
Subject: Engineering (General), Intelligence (Ai) & Semantics
Item Height: 0.6 in
Publication Year: 2024
Type: Textbook
Item Weight: 34.9 Oz
Subject Area: Computers, Technology & Engineering
Author: D. Karthika Renuka
Item Length: 9.8 in
Item Width: 5.9 in
Format: Hardcover
