認識する話者 | 認識率 | 使ったHMM |
mau | 85.15% (2231/2620) | mtt |
mht | 73.82% (1934/2620) | mtk |
mms | 77.75% (2037/2620) | msh |
mmy | 77.75% (2037/2620) | mtt |
mnm | 64.96% (1702/2620) | mxm |
msh | 76.15% (1995/2620) | mms |
mtk | 72.44% (1898/2620) | mms |
mtm | 79.73% (2089/2620) | mxm |
mtt | 83.28% (2182/2620) | mau |
mxm | 80.27% (2103/2620) | mtm |
平均 | 77.13% (20208/26200) | - |
認識する話者 | 認識率 | 使ったHMM |
faf | 74.66% (1956/2620) | fms |
ffs | 71.78% (1880/2620) | fsu |
fkm | 70.57% (1849/2620) | fsu |
fkn | 79.76% (2089/2620) | fym |
fks | 75.92% (1989/2620) | faf |
fms | 75.73% (1984/2620) | faf |
fsu | 72.86% (1909/2620) | ffs |
ftk | 80.57% (2111/2620) | fyn |
fym | 84.92% (2225/2620) | fkn |
fyn | 81.76% (2142/2620) | ftk |
平均 | 76.85% (20134/26200) | - |
Fullを使用して行った教師なし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10,女性話者を表11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 | 64.11% (1674/2611) | mht |
mmy | 56.80% (1483/2611) | msh |
mnm | 63.35% (1654/2611) | mxm |
msh | 65.12% (1701/2611) | mms |
mtk | 58.90% (1538/2611) | mms |
mtm | 78.70% (2062/2611) | mxm |
mtt | 77.02% (2011/2611) | mau |
mxm | 68.21% (1781/2611) | mtm |
平均 | 69.34% (18104/26110) | - |
認識する話者 | 認識率 | 使ったHMM |
faf | 70.20% (1833/2611) | fks |
ffs | 71.13% (1855/2611) | fsu |
fkm | 51.97% (1357/2611) | fsu |
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 | 83.38% (2177/2611) | fkn |
fyn | 74.45% (1944/2611) | ftk |
平均 | 72.89% (19029/26110) | - |
教師なし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 77.13%,女性話者平均76.85% となった.