Ex parte KOGA et al. - Page 18




                 Appeal No. 1996-2198                                                                                                                   
                 Application 08/077,506                                                                                                                 



                          frame models can be derived from samples of speech.                                                                           
                          . . .                                                                                                                         
                                   . . . .                                                                                                              
                                   It is noted that Kuroda does not explicitly                                                                          
                          teach the use of "probability density."  However, it                                                                          
                          would have been obvious to one of ordinary skill in                                                                           
                          the art to use probability density functions with                                                                             
                          the Hidden Markov models of Kuroda because Baker                                                                              
                          teaches that it is well known in the art to develop                                                                           
                          probability density functions from the analysis                                                                               
                          parameters used in Markov models (figure 2).  [Paper                                                                          
                          No. 31, at 7.]                                                                                                                
                 We do not agree.  As already noted, the parameter values                                                                               
                 generated by Kuroda's training and adaptation blocks 8 and 9                                                                           
                 and stored in parameter table 11 represent discrete                                                                                    
                 probability values rather than a continuous probability                                                                                
                 function.  Turning now to Baker, Figure 2 shows each frame 62                                                                          
                 of a spoken sequence 60 having twelve spectral parameters 64,                                                                          
                 whose energy levels are depicted in bar graph 65 (col. 12,                                                                             
                 lines 29-42).   After the frames are grouped by the operator4                                                                                                              
                 into segments 66A-E representing different speech sounds (col.                                                                         
                 13, lines 3-19), all of the frames of a segment are combined                                                                           
                 to form a phonetic frame model 70 having a different                                                                                   

                                   4The actual embodiment tested by the inventor,                                                                       
                 twenty-four spectral parameters were used (col. 12, lines 42-                                                                          
                 45).                                                                                                                                   

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