{"product_id":"automatic-speech-recognition-dong-yu-9781447157786","title":"Automatic Speech Recognition: A Deep Learning Approach","description":"Section 1: Automatic speech recognition: Background.- Feature extraction: basic frontend.- Acoustic model: Gaussian mixture hidden Markov model.- Language model: stochastic N-gram.- Historical reviews of speech recognition research: 1st, 2nd, 3rd, 3.5th, and 4th generations.- Section 2: Advanced feature extraction and transformation.- Unsupervised feature extraction.- Discriminative feature transformation.- Section 3: Advanced acoustic modeling.- Conditional random field (CRF) and hidden conditional random field (HCRF).- Deep-Structured CRF.- Semi-Markov conditional random field.- Deep stacking models.- Deep neural network - hidden Markov hybrid model.- Section 4: Advanced language modeling.- Discriminative Language model.- Log-linear language model.- Neural network language model.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Dong Yu, Li Deng\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1447157788\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781447157786\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/28\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 321\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.46lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.81d","brand":"Dong Yu","offers":[{"title":"Hardcover","offer_id":44598512615679,"sku":"9781447157786","price":169.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_bb65d645-9143-4416-a992-863b3aa00389.jpg?v=1702382924","url":"https:\/\/www.whiterainbookhouse.com\/products\/automatic-speech-recognition-dong-yu-9781447157786","provider":"WR Book House","version":"1.0","type":"link"}