| 000 | 00000nam u2200205 a 4500 | |
| 001 | 000046032099 | |
| 005 | 20200706174106 | |
| 006 | m d | |
| 007 | cr | |
| 008 | 200611s2015 enka ob 001 0 eng d | |
| 020 | ▼a 9781447157793 | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 050 | 4 | ▼a TK5102.9 |
| 082 | 0 4 | ▼a 006.454 ▼2 23 |
| 084 | ▼a 006.454 ▼2 DDCK | |
| 090 | ▼a 006.454 | |
| 100 | 1 | ▼a Yu, Dong. |
| 245 | 1 0 | ▼a Automatic speech recognition ▼h [electronic resource] : ▼b a deep learning approach / ▼c Dong Yu, Li Deng. |
| 260 | ▼a London : ▼b Springer London : ▼b Imprint: Springer, ▼c 2015. | |
| 300 | ▼a 1 online resource (xxvi, 321 p.) : ▼b ill. | |
| 490 | 1 | ▼a Signals and communication technology, ▼x 1860-4862 |
| 500 | ▼a Title from e-Book title page. | |
| 504 | ▼a Includes bibliographical references and index. | |
| 505 | 0 | ▼a 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. |
| 520 | ▼a This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models. | |
| 530 | ▼a Issued also as a book. | |
| 538 | ▼a Mode of access: World Wide Web. | |
| 650 | 0 | ▼a Automatic speech recognition. |
| 700 | 1 | ▼a Deng, Li. |
| 830 | 0 | ▼a Signals and communication technology. |
| 856 | 4 0 | ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-1-4471-5779-3 |
| 945 | ▼a KLPA | |
| 991 | ▼a E-Book(소장) |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 중앙도서관/e-Book 컬렉션/ | 청구기호 CR 006.454 | 등록번호 E14024510 | 도서상태 대출불가(열람가능) | 반납예정일 | 예약 | 서비스 |