000			02735nam a22003375i 4500
001			103997
003			DE-He213
005			20230102113155.0
007			cr nn 008mamaa
008			141111s2015 xxk| s |||| 0|eng d
020			_a9781447157793
024	7		_a10.1007/978-1-4471-5779-3 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC
050		4	_aTK7895.S65 2015 EB
100	1		_aYu, Dong _eautor _9669769
245	1	0	_aAutomatic Speech Recognition _bA Deep Learning Approach _cby Dong Yu, Li Deng.
264		1	_aLondon _bSpringer International Publishing _c2015
300			_a1 recurso en línea (XXVI, 321 páginas 62 ilustraciones)
490	0		_aSignals and Communication Technology _x1860-4862
505	0		_aSection 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	3		_aThis 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.
650		7	_aReconocimiento automático del lenguaje _2embne _9147323
700	1		_aDeng, Li _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _0http://id.loc.gov/authorities/names/nr95019504 _1http://viaf.org/viaf/56581612/
776	0	8	_iEdición impresa: _z9781447157809
776	0	8	_iEdición impresa: _z9781447157786
776	0	8	_iEdición impresa: _z9781447169673
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-1-4471-5779-3 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
490	0		_aEngineering (Springer-11647)
988			_aEBSPRINGER_2018
998			_b06/2019 _dz _ek _feng _ggw _h0
999			_c103997 _d103997 _x1