{"product_id":"deep-learning-based-speech-quality-prediction-9783030914813","title":"Deep Learning Based Speech Quality Prediction","description":"\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eThis book provides an in-depth analysis of the suitability of different deep learning architectures for the task of speech quality prediction and demonstrates how the resulting model outperforms traditional speech quality models. \u003c\/blockquote\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 165 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 26 February 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer Nature Switzerland AG\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003eThis book is a comprehensive guide that delves into the realm of applying cutting-edge machine learning (deep learning) techniques to the challenging task of speech quality prediction. The author takes readers on a journey of exploring how recent advancements in this field can be harnessed to enhance the accuracy and reliability of speech quality assessment. With a deep understanding of the suitability of various deep learning architectures for this specific task, the author provides an in-depth analysis of their capabilities and limitations.\u003cbr\u003e\u003cbr\u003eFurthermore, the author showcases the remarkable performance of the resulting model, surpassing traditional speech quality models in terms of accuracy. By predicting the speech quality dimensions of noisiness, coloring, discontinuity, and loudness, the book goes beyond mere prediction and offers valuable insights into the underlying causes of quality impairments.\u003cbr\u003e\u003cbr\u003eThis book is a valuable resource for researchers, engineers, and practitioners in the field of speech processing and communication, as it offers a practical and insightful approach to leveraging deep learning for speech quality prediction. It provides a solid foundation for those seeking to advance their knowledge and expertise in this area.\u003cbr\u003e\u003cbr\u003eIn summary, this book is a must-read for anyone interested in exploring the potential of machine learning and deep learning in the realm of speech quality prediction. It offers a comprehensive and practical guide that empowers readers to unlock the full potential of these technologies and make meaningful contributions to the field.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 285g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783030914813\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 1st ed. 2022\u003c\/p\u003e","brand":"Gabriel Mittag","offers":[{"title":"Paperback \/ softback","offer_id":44272380018938,"sku":"9783030914813","price":74.96,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/noImage_1_d219f3d8-4f06-49bc-8c1b-081387673281.jpg?v=1686252854","url":"https:\/\/shulphink.com\/products\/deep-learning-based-speech-quality-prediction-9783030914813","provider":"Shulph Ink","version":"1.0","type":"link"}