Automatic Speech Recognition and Translation for Low Resource Languages
商品簡介
Automatic Speech Recognition and Translation for Low Resource Languages contains groundbreaking research from experts and researchers to share innovative solutions that address language challenges in low-resource environments. Speech and translation have changed immensely over the years, especially in workplaces. Take a look at insights, techniques, and real-world applications to effectively bridge language gaps. Instead of ignoring the problem, the potential impact of these technologies breaks down language barriers in areas of healthcare, education, and commerce.
The book caters to a broad audience, containing a wide range of topics that include material on fundamental concepts of ASR and translation. It also analyzes low-resource language factors on how to overcome challenges in developing tailored solutions. The book discusses data augmentation techniques, transfer learning, and multilingual training approaches. Additionally, the book includes the benefits of active learning and recognizing unique ASR translations.
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