Info
Automatic Speech Recognition : A Deep Learning Approach / / by Dong Yu, Li Deng
| Automatic Speech Recognition : A Deep Learning Approach / / by Dong Yu, Li Deng |
| Autore | Yu Dong |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | London : , : Springer London : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (329 p.) |
| Disciplina | 006.454 |
| Collana | Signals and Communication Technology |
| Soggetto topico |
Signal processing
Image processing Speech processing systems Acoustical engineering Application software Signal, Image and Speech Processing Engineering Acoustics Computer Appl. in Social and Behavioral Sciences |
| ISBN | 1-4471-5779-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNINA-9910299851603321 |
Yu Dong
|
||
| London : , : Springer London : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Deep Learning in Natural Language Processing / / edited by Li Deng, Yang Liu
| Deep Learning in Natural Language Processing / / edited by Li Deng, Yang Liu |
| Pubbl/distr/stampa | Singapore, : Springer Singapore, : Imprint : Springer, 2018 |
| Descrizione fisica | 1 online resource (338 pages) |
| Soggetto topico |
Artificial intelligence
Natural language processing (Computer science) Mathematical statistics Tractament del llenguatge natural (Informàtica) Lingüística computacional |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 981-10-5209-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910299297603321 |
| Singapore, : Springer Singapore, : Imprint : Springer, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||