Dynamic Speech ModelsTheory, Algorithms, and Applications phần 5 pdf
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 5 pdf
... modeling and computational framework for speech dynamics (Chapter 2) and Chapters 4 and 5 on detailed descriptions of two specific implementation strategies and algorithmsfor hidden dynamic models. ... of dynamic speech modeling confined within the acoustic stage to the more realistic view of multistage speech dynamics with an intermediate hidden dynamic layer between the...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 1 pot
... the publisher. Dynamic Speech Models, Theory, Algorithms, and Applications Li Deng www.morganclaypool.com 159 8290649 paper Deng 159 8290 657 ebook Deng DOI: 10.2200/S00028ED1V01Y200605SAP002 A Publication ... MOBK024-LiDeng.cls May 24, 2006 8:16 Dynamic Speech Models Theory, Algorithms, and Applications Li Deng Microsoft Research Redmond, Washington, USA SYNTHESIS LECTU...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 2 pps
... subject of dynamic speech modeling a much more comprehensive and rigorous treatment from both scientific and technological perspectives. 1.2 WHAT ARE MODELS OF SPEECH DYNAMICS? As discussed above, the speech ... production and recognition (e.g., [53 , 54 ]). Yet other approaches have focused on the dynamic aspects in the speech process, where the dynamic object being model...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 3 pot
... phonology, target process, and articulatory dynamics P1: IML/FFX P2: IML MOBK024-02 MOBK024-LiDeng.cls May 30, 2006 12 :56 20 DYNAMIC SPEECH MODELS 2.3.3 Articulatory Dynamic Model Due to the difficulty ... of the target random vector t for artificially lengthened speech utterances. For natural speech, and P1: IML/FFX P2: IML MOBK024-02 MOBK024-LiDeng.cls May 30, 2006 12 :56 A GE...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 4 doc
... hidden dynamic models can be broadly classified into • articulatory dynamic model (e.g., [46 ,54 ,58 ,59 ,78,79,103,104]); • task -dynamic model (e.g., [1 05, 106]); • vocal tract resonance (VTR) dynamic ... acoustic dynamic models, the hidden dynamic models representspeech structure by the hidden dynamic variables. Depending on the nature of these dynamic variables in light of...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 6 pptx
... 2006 15: 30 MODELS WITH DISCRETE-VALUED HIDDEN SPEECH DYNAMICS 51 where i t , i t−1 , and i t−2 denote the discretization indices of the hidden dynamic variables at time frames t, t − 1, and t ... 30, 2006 15: 30 MODELS WITH DISCRETE-VALUED HIDDEN SPEECH DYNAMICS 57 TABLE 4.1: Quantization Scheme for the VTR Variables, Including the Ranges of the Four VTR Frequencies and Bandw...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 7 pps
... extracts, reorganizes, and expands the materials published in [109,1 15, 116, 124], fitting these materials into the general theme of dynamic speech modeling in this book. 5. 1 OVERVIEW OF THE HIDDEN ... 4.7. FIGURE 4 .5: VTR tracking with one iteration of residual training P1: IML/FFX P2: IML MOBK024-04 MOBK024-LiDeng.cls May 30, 2006 15: 30 MODELS WITH DISCRETE-VALUED HIDDEN SPEECH...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 8 ppt
... = [0. 85] , D=100 0 50 0 1000 150 0 2000 250 0 (b) γ = [0. 75] 0 20 40 60 80 100 120 0 50 0 1000 150 0 2000 250 0 (c) γ = [0. 65] Time frame /ε/ /ε/ /iy/ /iy/ /iy/ FIGURE 5. 3: Same as Fig. 5. 2 except ... IML MOBK024- 05 MOBK024-LiDeng.cls April 26, 2006 14:3 MODELS WITH CONTINUOUS-VALUED HIDDEN SPEECH TRAJECTORIES 77 0 50 0 1000 150 0 2000 250 0 γ = [0. 85] , D=100 0...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 9 ppsx
... CONTINUOUS-VALUED HIDDEN SPEECH TRAJECTORIES 85 0 50 100 150 200 250 300 350 0 50 100 150 200 250 300 350 0 50 100 150 200 250 300 350 −1 0 1 −0 .5 0 0 .5 −2 −1 0 1 2 Frame (10 ms) C1 C2 C3 FIGURE 5. 10: Linear ... TRAJECTORIES 87 0 50 100 150 200 250 −1 −0 .5 0 0 .5 0 50 100 150 200 250 −0 .5 0 0 .5 0 50 100 150 200 250 −2 −1 0 1 2 Frame (10 ms) C1 C2 C3 FIGURE...
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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 10 ppt
... models for speech recognition using dynamic Bayesian networks,” Proc. Eurospeech, Vol. 4, 2003, pp. 252 9– 253 2. [53 ] E. Saltzman and K. Munhall. “A dynamical approach to gestural patterning in speech production,” ... Am., Vol. 95, 1994, p. 1 95. [ 65] L. Deng and H. Sameti. “Transitional speech units and their representation by the regressive Markov states: Applications t...
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