{"product_id":"robust-adaptation-to-non-native-accents-in-automatic-speech-recognition-von-silke-goronzy","title":"Robust Adaptation to Non-Native Accents in Automatic Speech Recognition","description":"\n                                \n                \u003cp\u003e\n                                        Speech recognition technology is being increasingly employed in human-machine interfaces. A remaining problem however is the robustness of this technology to non-native accents, which still cause considerable difficulties for current systems.\n                    \n                    \u003cbr\u003e\n                                        In this book, methods to overcome this problem are described. A speaker adaptation algorithm that is capable of adapting to the current speaker with just a few words of speaker-specific data based on the MLLR principle is developed and combined with confidence measures that focus on phone durations as well as on acoustic features. Furthermore, a specific pronunciation modelling technique that allows the automatic derivation of non-native pronunciations without using non-native data is described and combined with the previous techniques to produce a robust adaptation to non-native accents in an automatic speech recognition system.\n                \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783540003250\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783540003250","offer_id":39435587321949,"sku":"9783540003250","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/929deae5-1ff0-4c8d-9dc1-a5bdc8094107.jpg?v=1773553507","url":"https:\/\/shop.autorenwelt.de\/en\/products\/robust-adaptation-to-non-native-accents-in-automatic-speech-recognition-von-silke-goronzy","provider":"Autorenwelt Shop","version":"1.0","type":"link"}