{"product_id":"corpus-design-and-extractive-speech-summarization-for-low-resource-languages-9798240863349","title":"Corpus Design and Extractive Speech Summarization for Low- Resource Languages","description":"\u003cp\u003e • Author(s): Summer Henry\u003cbr\u003e • Publisher: Beakers Bay\u003cbr\u003e • Publisher Imprint: Beakers Bay\u003cbr\u003e • BISAC: Library \u0026amp; Information Science - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eCorpus Design and Extractive Speech Summarization for Low-Resource Languages delivers a comprehensive analysis of modern natural language processing and speech technology frameworks tailored for data-constrained linguistic environments. As automatic speech recognition and text summarization systems advance, building reliable computational models for languages lacking extensive annotated corpora remains a critical challenge. This monograph establishes the theoretical foundations, architectural strategies, and data engineering methodologies required to construct effective speech corpora and implement robust extractive summarization pipelines.\u003c\/p\u003e\u003cp\u003eThe text systematically covers acoustic and textual data collection protocols, phonetic alignment, data augmentation strategies, and noise reduction techniques for low-resource speech processing. It explores graph-based algorithms, neural sentence scoring, acoustic feature extraction, and salient phrase extraction designed to identify key informational units directly from spoken audio and under-annotated transcriptions. Designed for computational linguists, speech processing engineers, and natural language processing researchers, this volume provides the analytical tools needed to scale language technologies to under-represented global languages.\u003c\/p\u003e","brand":"Beakers Bay","offers":[{"title":"Paperback","offer_id":67788609650839,"sku":"9798240863349","price":2738.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798240863349.webp?v=1790689924","url":"https:\/\/atlanticbooks.com\/products\/corpus-design-and-extractive-speech-summarization-for-low-resource-languages-9798240863349","provider":"Atlantic Books","version":"1.0","type":"link"}