認識する話者 | 認識率 | 使ったHMM |
mau | 85.15% (2231/2620) | mtt |
mht | 82.79% (2169/2620) | mtt |
mms | 78.15% (2057/2620) | mtt |
mmy | 77.75% (2037/2620) | mtt |
mnm | 72.86% (1909/2620) | mtm |
msh | 76.15% (1995/2620) | mms |
mtk | 75.15% (1969/2620) | msh |
mtm | 79.73% (2089/2620) | mxm |
mtt | 83.28% (2182/2620) | mau |
mxm | 80.27% (2103/2620) | mtm |
平均 | 79.12% (20741/26200) | - |
認識する話者 | 認識率 | 使ったHMM |
faf | 78.78% (2064/2620) | fym |
ffs | 74.95% (1963/2620) | fkn |
fkm | 72.86% (1909/2620) | fkn |
fkn | 79.76% (2089/2620) | fym |
fks | 82.10% (2151/2620) | fms |
fms | 79.35% (2079/2620) | fks |
fsu | 77.98% (2043/2620) | fkn |
ftk | 80.57% (2111/2620) | fyn |
fym | 84.92% (2225/2620) | fkn |
fyn | 81.76% (2142/2620) | ftk |
平均 | 79.30% (20776/26200) | - |
Fullを使用して行った教師ありの話者選択の認識率と使用したHMMの話者を示 す.男性話者を表5,女性話者を表6に示す.
認識する話者 | 認識率 | 使ったHMM |
mau | 81.65% (2132/2611) | mtt |
mht | 79.55% (2077/2611) | mms |
mms | 78.78% (2057/2611) | mtt |
mmy | 61.51% (1606/2611) | mtt |
mnm | 62.47% (1631/2611) | mtm |
msh | 65.15% (1701/2611) | mms |
mtk | 66.99% (1749/2611) | msh |
mtm | 78.70% (2062/2611) | mxm |
mtt | 77.02% (2011/2611) | mau |
mxm | 68.21% (1781/2611) | mtm |
平均 | 72.00% (18807/26110) | - |
認識する話者 | 認識率 | 使ったHMM |
faf | 73.69% (1924/2611) | fkm |
ffs | 71.13% (1855/2611) | fsu |
fkm | 62.81% (1640/2611) | faf |
fkn | 77.16% (2014/2611) | fym |
fks | 76.98% (2010/2611) | fms |
fms | 74.42% (1943/2611) | fks |
fsu | 75.14% (1962/2611) | ffs |
ftk | 74.07% (1934/2611) | fyn |
fym | 83.86% (2177/2611) | fkn |
fyn | 74.45% (1944/2611) | ftk |
平均 | 74.37% (19403/26110) | - |
実験の結果,教師ありの話者選択で最も認識率が高かったのは,共分散行列が Diagonal-covarienceの場合の実験で男性話者平均79.12%,女性話者平均79.30% となった.