Dynamic Speech ModelsTheory, Algorithms, and Applications phần 6 pptx

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 6 pptx

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 6 pptx

... 30, 20 06 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 ... α t (s, i) and β(s t , i t ) as computed, we can obtain the posteriors of ξ t (s, i, j, k) and γ t (s, i). P1: IML/FFX P2: IML MOBK024-04 MOBK024-LiDeng.cls May 30, 20 06 15:30 56...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 1 pot

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 1 pot

... MOBK024-LiDeng.cls May 24, 20 06 8: 16 Dynamic Speech Models Theory, Algorithms, and Applications i P1: IML/FFX P2: IML MOBK024-FM MOBK024-LiDeng.cls May 24, 20 06 8: 16 iv ABSTRACT Speech dynamics refer to ... MOBK024-LiDeng.cls May 24, 20 06 8: 16 Dynamic Speech Models Theory, Algorithms, and Applications Li Deng Microsoft Research Redmond, Washington, USA SYNTHE...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 2 pps

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 2 pps

... May 24, 20 06 8 :6 8 DYNAMIC SPEECH MODELS construct, articulatory targets, articulatory dynamics, acoustic dynamics, and acoustic distor- tions. For each ofthese components, relevant speechscience ... MOBK024-LiDeng.cls May 30, 20 06 12: 56 10 DYNAMIC SPEECH MODELS place appropriate dynamic structure on the speech model that allows for the kinds of variations observed in co...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 3 pot

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, 20 06 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, 20 06 12: 56...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 4 doc

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 4 doc

... hidden and observa- tional spaces in the formulation of the dynamic speech model while gaining computational P1: IML/FFX P2: IML MOBK024-03 MOBK024-LiDeng.cls May 16, 20 06 14:4 36 DYNAMIC SPEECH ... 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 m...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 5 pdf

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 5 pdf

... (4 .6) P1: IML/FFX P2: IML MOBK024-03 MOBK024-LiDeng.cls May 16, 20 06 14:4 MODELING: FROM ACOUSTIC DYNAMICS TO HIDDEN DYNAMICS 37 where subscripts k and k  indicate that the functions g[·] and ... synthesizing and expanding the earlier descriptions of this work in [109,115,1 16] . 3.4 SUMMARY This chapter serves as a bridge between the general modeling and computational framework...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 7 pps

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 7 pps

... hidden dynamics are addressed, and experimental results on some typical outputs of the algorithms are presented and analyzed. P1: IML/FFX P2: IML MOBK024-04 MOBK024-LiDeng.cls May 30, 20 06 15:30 66 ... training P1: IML/FFX P2: IML MOBK024-04 MOBK024-LiDeng.cls May 30, 20 06 15:30 MODELS WITH DISCRETE-VALUED HIDDEN SPEECH DYNAMICS 65 FIGURE 4 .6: VTR tracking with two iterations of...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 8 ppt

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 8 ppt

... IML/FFX P2: IML MOBK024-05 MOBK024-LiDeng.cls April 26, 20 06 14:3 72 DYNAMIC SPEECH MODELS The linearity between z and t as in Eq. (5 .6) and Gaussianity of the target t makes the VTR vector z(k) ... IML/FFX P2: IML MOBK024-05 MOBK024-LiDeng.cls April 26, 20 06 14:3 80 DYNAMIC SPEECH MODELS 2 3 4 5 6 7 8 9 10 200 400 60 0 800 1000 1200 1400 160 0 1800 2000 /ε/ Speaking rate...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 9 ppsx

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 9 ppsx

... PerformanceComparisonsBetween an HMM System and Three Versions of the HTM System ACC % CORR % SUB % DEL % INS % HMM 71.43 73 .64 17.14 9.22 2.21 HTM-1 74.31 77. 76 16. 23 6. 01 3.45 HTM-2 74.59 77.73 15 .61 6. 65 3.14 HTM-3 75.07 ... MOBK024-LiDeng.cls April 26, 20 06 14:3 MODELS WITH CONTINUOUS-VALUED HIDDEN SPEECH TRAJECTORIES 83 Frame (10 ms) Frequency (kHz) γ = [0 .6] , D = 7 0...

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Dynamic Speech ModelsTheory, Algorithms, and Applications phần 10 ppt

Dynamic Speech ModelsTheory, Algorithms, and Applications phần 10 ppt

... IEEE, Vol. 60 , No. 6, 1972, pp. 68 1 69 1. P1: IML/FFX P2: IML MOBK024-BIB MOBK024-LiDeng.cls May 16, 20 06 17:39 98 DYNAMIC SPEECH MODELS [ 46] J. Frankel and S. King. “ASR—Articulatory speech recognition,”Proc.Eurospeech, ... 16, 20 06 17:39 104 P1: IML/FFX P2: IML MOBK024-05 MOBK024-LiDeng.cls April 26, 20 06 14:3 94 P1: IML/FFX P2: IML MOBK024-BIB MOBK024-LiDeng.cls May 16,...

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