{"product_id":"soft-computing-implementation-of-automatic-speech-recognition-von-himanshu-chaurasiya","title":"Soft Computing Implementation of Automatic Speech Recognition","description":"\u003cp\u003eThis work assimilates an introduction to the Human  speech production system, Fundamentals of speech  recognition, the methods for data analysis as well  as the theoretical background of past research, Soft  computing, implementation as a form of Methodology,  Results and Conclusion \u0026amp; future work . Soft  Computing includes a family consisting of many  members, namely Genetic Algorithms (GAs), Neural  Networks and others.With this text, you will find a  balance between theory and implementation that allows  you to build your understanding of the basic  concepts, Methodology and a results obtained using  various neural networks with Recognition percentages  of isolated words in two different languages and  Confusion Matrix for radial basis similarly for  probabilistic. This work also shows the Comparative  analysis of results from the Recognition using GA and  without GA. The use of GAs for feature optimizers is  a novel concept in Automatic Speech Recognition hence  the system becomes more robust to noise. Emphasis is  laid more on a soft computing rather than on a hard  one.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783843365703\"\u003e\u003ch3\u003eIsolated words recognition\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783843365703","offer_id":39470109982813,"sku":"9783843365703","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/d1735b1b-de3d-4c3d-acd0-6f3efd4f0a43.jpg?v=1769667050","url":"https:\/\/shop.autorenwelt.de\/en\/products\/soft-computing-implementation-of-automatic-speech-recognition-von-himanshu-chaurasiya","provider":"Autorenwelt Shop","version":"1.0","type":"link"}