%PDF-1.4 % 527 0 obj <> endobj xref 527 65 0000000016 00000 n 0000002362 00000 n 0000002641 00000 n 0000003308 00000 n 0000003374 00000 n 0000003524 00000 n 0000003675 00000 n 0000003827 00000 n 0000003978 00000 n 0000004128 00000 n 0000004280 00000 n 0000004718 00000 n 0000005286 00000 n 0000005706 00000 n 0000005949 00000 n 0000006198 00000 n 0000006454 00000 n 0000006531 00000 n 0000007954 00000 n 0000008109 00000 n 0000008242 00000 n 0000008470 00000 n 0000008813 00000 n 0000010244 00000 n 0000010280 00000 n 0000011625 00000 n 0000012748 00000 n 0000013571 00000 n 0000014869 00000 n 0000015731 00000 n 0000016020 00000 n 0000016314 00000 n 0000016635 00000 n 0000016942 00000 n 0000018357 00000 n 0000021027 00000 n 0000029221 00000 n 0000029452 00000 n 0000029690 00000 n 0000029743 00000 n 0000029797 00000 n 0000029851 00000 n 0000029905 00000 n 0000029959 00000 n 0000030013 00000 n 0000030319 00000 n 0000031060 00000 n 0000031360 00000 n 0000032014 00000 n 0000032628 00000 n 0000033095 00000 n 0000033418 00000 n 0000033723 00000 n 0000034174 00000 n 0000034415 00000 n 0000034960 00000 n 0000035300 00000 n 0000035911 00000 n 0000036445 00000 n 0000036818 00000 n 0000037140 00000 n 0000037429 00000 n 0000038039 00000 n 0000002176 00000 n 0000001629 00000 n trailer <<2B472C5FD3E51E45ABA96E0B50318598>]>> startxref 0 %%EOF 591 0 obj<>stream xb``a`c`c`;π@1vw]Д> LrPqXY8@VO)wu Y=ume L)闤4D<^_\1=pӏ,ALo 1QP0Wt eRR 耹<ò-E$xE~?oEa1sZX ?ϠK⣝[@C[e׼10/exds]n!,,o<r=rPPBq=R ~_T3`;~!4 zmcf`` 730, 2  쇫٬t KUT'NJyYkRA&P}7pQ@0( endstream endobj 590 0 obj<>/Size 527/Type/XRef>>stream xbbjf`b``Ń3 ţAo `9 endstream endobj 528 0 obj<>/Outlines 112 0 R/Metadata 138 0 R/PieceInfo<>>>/Pages 137 0 R/PageLayout/OneColumn/StructTreeRoot 140 0 R/Type/Catalog/LastModified(D:20060110192755)/PageLabels 135 0 R>> endobj 529 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageB]/ExtGState<>>>/Type/Page>> endobj 530 0 obj[531 0 R 532 0 R 533 0 R 534 0 R 535 0 R 536 0 R] endobj 531 0 obj<>/A 570 0 R/H/I/StructParent 1/Border[0 0 0]/Type/Annot>> endobj 532 0 obj<>/A 569 0 R/H/I/StructParent 2/Border[0 0 0]/Type/Annot>> endobj 533 0 obj<>/A 568 0 R/H/I/StructParent 3/Border[0 0 0]/Type/Annot>> endobj 534 0 obj<>/A 567 0 R/H/I/StructParent 4/Border[0 0 0]/Type/Annot>> endobj 535 0 obj<>/A 566 0 R/H/I/StructParent 5/Border[0 0 0]/Type/Annot>> endobj 536 0 obj<>/A 565 0 R/H/I/StructParent 6/Border[0 0 0]/Type/Annot>> endobj 537 0 obj<> endobj 538 0 obj<> endobj 539 0 obj<> endobj 540 0 obj<> endobj 541 0 obj<> endobj 542 0 obj<> endobj 543 0 obj<> endobj 544 0 obj<>stream HVnF}W#YX4 Kb$faNVJbBqewfejEΜs朡7oo>\o^^_̇,f7xf,}\| RAOVJB $Дs}o|֭?R?rQ-~J&n"zxvZWI<ߞmSIROO8c}4LFPէ?5;#-CiY7wFT^%+_jcH(Ɓ=/s=.Ĺ[Jc߆򾼻*OuO*0/Faz`,j&w[)Bq`q]GM2%65(;{ݶMt#:p3y+7uxĆb14nyrƞzyx%\W|:TPMTQ)GtVv](\ª;#OS6+d7)` nk~S\/ajX:H;΃Qn@%:bZ r(12#hx43c -WϜfA9TV%TllxWqO{+呙|(5J^#_z Ŏ8ٸ1at\@a MykٱB~tXW2XSYHOF~[Ȧ!b >7+{4 v;5QDn\= -^bY\LM110t6(%Z%A$ĪkHo:<:/9ښC:wB~%ي4(tS, ,c MW-?EBV|(s(n -kAkI|e3ڧx>P7%hRռ%qE  Ե re9Yn*-;4fe_0HlEc,hu8Z0[!Vf5,5> endobj 546 0 obj<> endobj 547 0 obj<> endobj 548 0 obj<>stream HTn E{bD)xdw,7EƎ# }x8J3܁ KmFͪAhe^Bp pzT~IZSmЏpx]r9n4CHW4?8,AcOh"he"|>k\T XW O%1wusL2$N,Jt8'zN:&8/I?>stream H|Vr6}W#ٱh(j&N}INgbv`"a )E0XДdwƲ)=8{,,X) bY1x,x8<=|WZQu~}a.!! Xd͂$PU.ZxR 浪@ 4jݷ ,6A˜-)DyE]~c3oxm4"WJRd| , /U[p+wL}7k?  قd`jiO<@֎*z-_DOIix]2G &׷09 >^\>~ww`13^9xp<qch;m321Xւ*0b ~>ثITqm Ҝzl ֥뒈gl.lVnТip 8ja 7Rәk41'MX]flݣo+?yј4VFKG" d$DGQJ#*3E͗F<%[%smW{: M"a6}n_xz#p==^pl:;uXy2&$= )_12߾ǡck8UdjΡwkDݞF ӥV,gʭ{J^ ʖHUe:xy^4s>;w22w.KEKT$ ](XQ\8 {_ ѻh9eaW[t,; - Gl(j%ڔN}&ߩHMjvmCk\ +<> endstream endobj 550 0 obj[/ICCBased 561 0 R] endobj 551 0 obj<>stream HVM6WQ b.DRbYtA[r$JII7vsA3޼!p}}u?۷8xWs7*84 i4#Fg`1q5͌' wL_!mWi|$j$%9a'${F`F }8; 1̚ȄьIn#[4Í:dN u<$NyqD*(1zkQ'f&J^D04]a&# D3tZr j]z iBЮB[erjLf+WY٢w\}lʪ+LٹPH6'Ƙ %S'lg`G9AwA`Rb!@=2-".DP#065'C~GQr([dyo2o_CV-υ9*ƭ"v俯%}Q@=<8ۖ-}3;"l#ImȴM[ E8 @SAO'of㓀XMS,! oy=`Iǚ){*7e7lv]HChy+6n]Wl۔y֕u:jplʰy*1ŧ1Z}W1S[X+ujOW .T/Vr V)%$hE_=%,ɗb[ ov)^1Mjf 뺯,'C sG O00xL;8=!2{ 0F@F3߱`U7emjtTvYITOzPNo 1V&ؗyBlw,8=l3KjaYgUgi~T.^hC)ae1He&5 0apTN <~@ :&4on:oϹnʭv=nǂ$j> +Mz% %(ĝW ^qliCZe#h4Lw N+ ʌ6憺=~Q>aߐ[) szGl b=۱@YI4c0:IN %ߢ睊>$\$IBJ&3O`mAMH<;>L0 Ohq"$ TB>stream HVɎF+(P0 O0$nA1Hr}l_@kVګ癱fj5@矊  3 K @Q )uu )|:1٩f%bU!x-Ɓm1J/~/88OkUb5܃}z5B #4XMx6#т53JA0FS62mU6ڽ%͡?wk@Y!jm*(ʥ`u-ŁjяJ,xݫo!&ꣽ>f W=(Am?N  26]uF04r`TMweKG8 +.mZG AREpK+H=Dk&`_3KEt* bةNE35ikx՟t֐ 2X#H,|*i;6P&>֟.=kNlO{>I6]75[lv,~Ogrt&dy^xrd3 Uu97]٢s}ܕcLD;M$џcݢ剝6ˎ(wCO+}NT;W:c[#:_K7 NޫkW?rBo?< 0i6z)vcd0ܜ Lch̸bg#6}}q'N r2ݝ<ڝw*N.{u&i_h 73+p(XǛ p: endstream endobj 553 0 obj<>stream HV1 +$7M?a Q6`xH15jy9Qq)RLjUAB(%*yݖS͘ V%Di8`^ylA{9,׃[B},>gOﾲ#o+iy~*뷿F#qp[sk9;6{@=ӄ|]9 \<8жpyP8kd\NEV5A0]E]mRŽGvaUr4!PFi4QiqI!h)mRGE*B5dVg'RT%TwT%&U)8r,{CSvUcW[5TqlGvar 2| "tiFCIHrge-j2q7`=vo!GadV;ON_fryx).)djulsYh.AN2~NT,5=ƛHE̺hd|Ím [6dˈ`JY & NLnNQ5[/ͮ"ȂXy4 7BՎɀ2̤*ѴM}*8K׊-Ϗt/S j4$XҀڍ 0nTMz} H~<zraml֝M\ϟ$w6G&|DF2*纠k~z90硗l.a endstream endobj 554 0 obj<>stream HVn6}Ẉ0[`[jdɕ5J$Y#Ϝ3*' XDU-J04LɹYݿYY p2NM-R_^q*͵.XsUAӌbq! KVa|o.9ɔbH 24DALa;0 1(z`Z$W.kHYٶUTrfVvRX3cfhBHDtv#N4 L&v3ՅBwXo6&ʹRJi tEu4MZ9J3:)uگ-|V,UQZ@EPM\;.Q0~)D RQ1?}AgQv\]=~(+a HQ m3Uէ9b>#F49 )#+z5)G-G-0 VY:0mymzc@Ű$܌p9nX(p/#>] =7@F))Fd3i{NF7z #_ B)ApxI<8qdPuQ_dĜ,yi1Y$kD%gge*0\%ɗ`}%qu}ccR&Gv :vp8kD"p2Úc}C>0:2%Hń PIϬ8~@ãob8t?m(-n**ߠzSk=@?tPo0F1)sIik4g2lb4^U1XRwLa8怪Kq=ZU69mxX{p^ʱ Gf,33eZVGՉqNsá+?5o~Ўp܅ zџݲZI5pG*u1O6ڻls<}/VFz5Rv_tҞ0Cո.L ,c*ӬqQ1,d{I}hCcvPۥn@ug׶۰C8mbBg)F |gL*^=Fj9In5wL9]Oϑcäts3a9`O j ubxvשVl lZqΰ6aG4Z8j'gYKzZFĉB˳VB)' endstream endobj 555 0 obj<>stream HU0^$t?!!_b;޻Ͳ+335.)#@pmݖ+BrzX i,ᝰ8C8 3~봊X>x_~,w\|&;G?E}B"3qF*LDy˧/wϿo9sʄ3b5eQX`Yki{ke"m-@-sbGJ˦gl+]Z"2oiקOjwJ e1f5(ʞ(*dVK>ǑנiuPAs5aM,31FGvF~2d^ ,>c`ٛ>xV+~<i,d{ͶP3%:J+Uz{zg?bI1D #b#R(9Z8 :+Dz GwT/=cc%;#˼#7h=/hIL&ɮJ:ȞX0JwxԾF_ "u0F|3}ɺ$>2/~嵏)92Na])QS>WknؤYef3=s$M~󶘊Cfr#?bF~s>Ps#,V`iQ86wʵ+NڑvM0Mq49U4uBvqx8;`l\^ endstream endobj 556 0 obj<>/Height 330/Type/XObject>>stream ((PB   (AA PAP,, ðpa 80pÆ 8` 8ppÇ endstream endobj 557 0 obj<>stream H쐱 0 ip2GF(A Cu@ 8ē|ST*ް\flx/%.*xOء Ra<dvi/Gȩ_Ͽo&V%+Cs endstream endobj 558 0 obj<>/Height 372/Type/XObject>>stream Cdp:D!ӤZ5PR`܃ S5A(J*@@tCb,3}}mm[ cڰaC5@@ endstream endobj 559 0 obj<>/Height 372/Type/XObject>>stream ) :pN1An}7K{'_Wm-a+ pV Wjµ (aAC endstream endobj 560 0 obj<>stream H|VnG+8 VooB@&ȉ,fOU,dE(W g*,@'iP\LO a(Kh?DL'qXP09o)SrFSqR'<0!0=-uιJ~r%<<9&Yp.QrYrֈ*)!hĉ`)N )GT',ÀI,U@??xvGP ޾}'97FNl 9CCwҘ7XLrv\Dy GXy%*)3QqF: M!ʥ}cAƨ_7_fK f˦:`C۟N0vH{GUQG%-ܾ.RfZ0 Pku2X7p} Gjj$==WH\=WT*O5g2|j;݆__Ӟo^O endstream endobj 561 0 obj<>stream HyTSwoɞc [5laQIBHADED2mtFOE.c}08׎8GNg9w߽'0 ֠Jb  2y.-;!KZ ^i"L0- @8(r;q7Ly&Qq4j|9 V)gB0iW8#8wթ8_٥ʨQQj@&A)/g>'Kt;\ ӥ$պFZUn(4T%)뫔0C&Zi8bxEB;Pӓ̹A om?W= x-[0}y)7ta>jT7@tܛ`q2ʀ&6ZLĄ?_yxg)˔zçLU*uSkSeO4?׸c. R ߁-25 S>ӣVd`rn~Y&+`;A4 A9=-tl`;~p Gp| [`L`< "A YA+Cb(R,*T2B- ꇆnQt}MA0alSx k&^>0|>_',G!"F$H:R!zFQd?r 9\A&G rQ hE]a4zBgE#H *B=0HIpp0MxJ$D1D, VĭKĻYdE"EI2EBGt4MzNr!YK ?%_&#(0J:EAiQ(()ӔWT6U@P+!~mD eԴ!hӦh/']B/ҏӿ?a0nhF!X8܌kc&5S6lIa2cKMA!E#ƒdV(kel }}Cq9 N')].uJr  wG xR^[oƜchg`>b$*~ :Eb~,m,-ݖ,Y¬*6X[ݱF=3뭷Y~dó ti zf6~`{v.Ng#{}}jc1X6fm;'_9 r:8q:˜O:ϸ8uJqnv=MmR 4 n3ܣkGݯz=[==<=GTB(/S,]6*-W:#7*e^YDY}UjAyT`#D="b{ų+ʯ:!kJ4Gmt}uC%K7YVfFY .=b?SƕƩȺy چ k5%4m7lqlioZlG+Zz͹mzy]?uuw|"űNwW&e֥ﺱ*|j5kyݭǯg^ykEklD_p߶7Dmo꿻1ml{Mś nLl<9O[$h՛BdҞ@iءG&vVǥ8nRĩ7u\ЭD-u`ֲK³8%yhYѹJº;.! zpg_XQKFAǿ=ȼ:ɹ8ʷ6˶5̵5͵6ζ7ϸ9к<Ѿ?DINU\dlvۀ܊ݖޢ)߯6DScs 2F[p(@Xr4Pm8Ww)Km endstream endobj 562 0 obj<>stream HW TSWYD&C $ ʢ5ϲDk O)*$*VK]pA*j+*Z2=S [Emdj]u:Au9g̙=~@) Z['`Y>ʄRH~d㣐li՗@^Gh[]f=r 쳼#f8`uS /%-SȓƮu E6%{f<a|fqk5X:&_7ui(`f@Q̍q}ϻ,\w6i`nD#-U4W ˛7i3?<_peq%'؛|NW I8H-k:G>ET.9`~ @(z@j%XhDP%i![5j Gi$fðtXjLƕx2*:]NƐ5AMCww4 13ˇ:?/f&D&VƜ5H( 󘔮jغ2|dPɗ7<+8 );5[MxqQWh~XU/t6s"EֺG&l]wݥU %x_1kÙ@WlR=̮]lW2c?%8Yl3 Jُ ,O𣋗wU][Pn;udGs -n\ig' ۱+}%j#޻-vVe0'Gķ.l'J%04k9lSSeu7 kMcח1%WN=}*B8 P `zLR&AA;%G`Q"%1"RXIdH!Cf GFQJ2kv4A #0y-K%0%Q$$ʬ( 04:l#So&4i‚`"vV.|]$LhUyȶجA?zݫGykWHvX~3K2M"vCDS*7ڪ:ob{G향7}-[5ci+~ϻC{գng1Y *qߋ7ޗs.[aUllYcnfRZwd_}2\Krm#P!w.`.)1 Wo.brFbqجR⪿WuVqе_($݀ z1˯ˮ?V PDc<4FS7׆1Ѵ tqt&FA9QO.&C8@54) E;H#m.PMi{_^z#4DԚhBXi81  0H4 fz7tueX ZA F9rL%0B¨GRY@ E-JL(aذHAVp"k&)zJj~(ԓlT5:%*h:\ VS PЧ')8j2NSbnfh0-nwx"RZW'@mFXJui S>x<-k*R#; EC%p?(,{v%r 2"r# r̀*g(EE a QQeՏ$ކk7=3U]~j/'.rA[d=F*{omV,Q(B*$Q;K_ P8`So;GR*t-]Z$WtRpT*vSPu[chaPZ JBũ/s8*pvPaǠTc1"2BXцUxdX;130daI܉AQ aB U&Qh$AqBPHHBlwbrFؽTvMG"TJ"pGjZɅlz RB\U籂G#On8_=a4b6o')BTdPϧKߩtƜ\?=ړNɾ6:HqJWZ~Xr mV<6+9︮: 0K?S10/\-ck\mvݍ3F_Kת߶#ۧYsC?Mm(XLrw?R=  *7K&km0Ej)>6!,>yMi K W̘"cG%v#r/n8>/Qy?.Q'~*:^+PW^81୫?wJF%gOll2*)rUMgk9R^YI;u/cǤ}Y떌qZD. VFϹ|Mmh\okotlWu+o_Lk _w0J5>v3do&R*uGFZpnKKyG4Ϥ_H2Y: Wjg6;<iIfM ƩnoCJ0L{VzW+9kȭfL_´ Ѝ;UZ>: z}Jwnye8ԭ!F{z+|tub`cH|}Ԣ(2Y<>7e;>Q-`Ҹ̩j>2ۧf$߽)( 0v3}^\~=cO=[iᮐ|B~6M~JK塊QCh4]R}/+=c_|̯*}) X$5%Cx;@ `?Jp:z0& B#ppl'dW{~Q8%4__VHp7Q(x@,!ΞbԲ+> JpQLMAHL(^h} s"?Bdk1F,Ch=x8# A Gbb[YQB1\!O ռS9[Y|k qhbX I .,Ě[J|HDt2aY Ke-٭&zI%AeIĹ!h].J>WR|V|J+Cx f;JZkQhC을*[נ݆x->C2Oye))5%sD9On!J "tMt+Mw;s-^9(|%oK%%JITӦ/*,2TgqLMKHwsq-|\3bB"$^6` !JMBA_o ϡ3NJȥ;KE2=s3&:;ML'U`+l{hRGx7q]swWkI~F,k-M+K2/G*Am tR 㐊Q&-ʹ6aWR:_̴>Bdg`ecL+}{=޽sV?*>#_h's2ٷtnO?!;K w ;݀n /pIss9rRhB߼ѝM;굺ښ*6ZUQ,+-).rm7[dI +Ъ8n $ TAQFM3e>gXkĦ W"BJ!1 gM^2;xC8 %q%B&ƒxK[Cjh꫇5|hz2Mډpe4r!fE+pa彑E.SV(tf@ C08/dl0 Fԑđa0n}].ί׺d9n2y^k=5 }9oW<م_*FM1J0&Whک%qn*O{f+*-(.H!Jo6Jaӛ6瘂LsE*KXFc"2`&1ϚQ?$hAЋӼPu>ϝ8/4Ci)β.ryyͩ "~+H/K)E)%vKRJR^)M*M$VYEY9L_, &oX6:> 8"suG(~-YRp,MȴR=!0ː,Mة=d.r0HCtHjXAeQ; uD!:҉g~Hϵڃ˩79>W$K4eJSL2Jz):3mbL WIW#801g%_˽ TŇMkhjXI'dNdd0GóA=QaczPnzCst:2#fE~HiaYiG1#F:I7ǤW|+NU1:Km'yk8q]x{]!|A_p0&ʗS9i󸮓r*j'h]O 0f2:MA'M*J(Y~{ar9j[bEY*"vIG1I `Xɡhrv.2z[{ooֵPwuku4)Lm&2d<1A" D'b4_%1./c#ʽxmADTwDhC3~gk^?\u!BV\lM2ZԳ{cDgKo'v 3(k2[V8X~ V0͢ʙv"6d  $; eMRy&9UuT{_Hwߖq#.02ZFTLi,p0{KkOg4֩+N9M6itvRd7fxJOijB2Dlވ2C-'fmn$Y"-l'K+ AjI,M>h{ֺzKZ U-z1ɍSXB˜yN/J9i}Lx;u56.TyQ/®燅pf+OU;;#ɡR}yĸ7ܠ0# TVɟ46Sz  6wQNDW7\ &rϙ;LmrE2,m( VAxa] 2GfkC3CV%M<ĵ߃ to0g˗Xog ^zh:?o,6fPy՝q2OO>NO>l$_LoZ9EBYP NRYmI/.a-&bl: kW7_\LJ_B.CDWE_ぱ{0|P ^6xeG~ [> endobj 564 0 obj<>/DW 1000/Type/Font>> endobj 565 0 obj<> endobj 566 0 obj<> endobj 567 0 obj<> endobj 568 0 obj<> endobj 569 0 obj<> endobj 570 0 obj<> endobj 571 0 obj<>/Height 378/Type/XObject>>stream $ @ tӧD3>d]" ^+ +  AՊjըj†R<@ endstream endobj 572 0 obj<>/Height 216/Type/XObject>>stream tW8!HSaXI5 BTAa `? =?O B &=AOM?OT~T$>AD3 2 S nAH @7 | ނ t} A?OI>tOB~WvޟII/&MR{?O}>__OMi_5)__A ޺o{[__ۿm+_km_nm+_moKm+  mkkam P_` A-  \qi kkkkkȄ鰿 ma [ ___  /">/Height 216/Type/XObject>>stream `HA{n}MD_AK_o~[W[߯}__\a endstream endobj 574 0 obj<>/Height 324/Type/XObject>>stream P CA rT8" D6 ϩrA0@AxAA4}=}=4}=44ziƚ7 h!τ aAQ tzAt=Izopo}Kz}=oZOߏrP _ItLJe6'PZ dz@ ')_/8A_HhD2C4% ܂q?\,4 yzފs^N=uIא5[[[K'[Xk҆Ն`00X0R !0`AlSlWkki[M4kikMvh4-M0k ` 0@AȠrH ʨx"? endstream endobj 575 0 obj<>/Height 324/Type/XObject>>stream + +8NN<t7qbH&E$!!26@Fa ( ` Bh<'OA4ihi jg;D 7iH7xNNOtMM=V&_޿UuDM [j_׵uui6]5a~] V-^ ( d:DZLlT_![LAO[[[MmoaAMa 0X0P!JR`'~@ endstream endobj 576 0 obj<>/Height 504/Type/XObject>>stream "I5 RL o?? 'sD oO_L_XG2k_iWTҿ- A0Ԉ; o -[ Ƞq  Q W endstream endobj 577 0 obj<>/Height 504/Type/XObject>>stream 5,-]]]]]]Az_^ץzz^^ץzz^^ץzz^ endstream endobj 578 0 obj<>/Height 372/Type/XObject>>stream  :8OtC9^n}=&&N_[Kkmv- Zj5aC )  endstream endobj 579 0 obj<>/Height 504/Type/XObject>>stream !pI5 RB@g;77OMIȂ2zo_!RJmbjD[ao[ ||#F%_ endstream endobj 580 0 obj<>stream Hϱ 0CQmP.R\ ,/i_MIQE_OX[5[Τ#kWȢ*KpC2޷' endstream endobj 581 0 obj<>/Height 504/Type/XObject>>stream PRJ9+0A AR!(\ zApA}zzIҬ' Q Aap@H1 A}a7_I$*o?['_z?KOï/_zdAU۵#JXw_vu_pv_a/ma-a.MC3 ح+kmamᅶ_ lYc&B^8O{{ endstream endobj 582 0 obj<>/Height 504/Type/XObject>>stream jD&8 Az  tzt^UAI`!(l&0(T*@@H (@Z$޿j MFv p႐0H  endstream endobj 583 0 obj<>/Height 324/Type/XObject>>stream Wpt'NCE8>n}b ECɨCB` 0nKBdh?2.XA ?AAL'Ӎ?A d;@aA#Xch'H=H?zoӥm.'}HWHUDB? D_]m^~KV[Va+[ _ [V߆a $H  ׏bب:ݐ Ml-5k &[aa  ,A " !u2"ZɨO~ߏ endstream endobj 584 0 obj<>/Height 510/Type/XObject>>stream •eA#AL*d.= @p t5'O?O]>YbTC9 @ 7OAM$ V$[&LgKֵi_5)?W__t" /쁞ݯ!m]ak_߆_]K K[l0\ntH+kmkk_ l0 00p;T ' endstream endobj 585 0 obj<>/Height 510/Type/XObject>>stream IADzA'Z =&}'3\|.(lPe`"`x% 3k.Qh1.7^_)}u\ x]]ppadq@ endstream endobj 586 0 obj<>/Height 378/Type/XObject>>stream `$  ӧh8O:O^YQ… AরiJTfQ4\ ֹH~Buuᅰ`;Vj R<@ endstream endobj 587 0 obj<>/Height 330/Type/XObject>>stream AB (AA PAB PA@XX, 0pa0pà 0Ç endstream endobj 588 0 obj<>/Height 324/Type/XObject>>stream +l:'t On}7OLSذRTMB *a dh6 ‚E?APA? M=?z&Avs$Az :7 '7N&OT2u_V  dAe,޿ko߶{Vڶ+[J5i64 a ~ ( @0PS![LA^m5A5[  ,0Xaoᅃ0an" ! Hu0Eh8'?~@ endstream endobj 589 0 obj<>stream H쐻 0 D(RfFa4Q2%E |StBP(Cp&.0AWԹͲւB{:7 ՔWs4ڥkʬnn oBD endstream endobj 1 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageB]/ExtGState<>>>/Type/Page>> endobj 2 0 obj[88 0 R 86 0 R 80 0 R 76 0 R 75 0 R 77 0 R 87 0 R 82 0 R 81 0 R] endobj 3 0 obj<>stream HW]sF}_яLJBtPr-YSr!k7~f4ֻ/]М}Ϲ\^p۫KÂ-._Y0βEYV",{ī,w$`fˋuU~)ٰ.YWCS U۰(v]^{y΅NJòVl|= k ZĖf?(\,~Ŏ Z(W4lU@E2M ? C: `m~uڲgM; 类d{GDsnqg6gݶz wY׭z/ d(t}) "*QOX{K^O:dsX.t,z.d hnUNbLM1OMOP艹)tb+a¢$cd'%'|am3>l4(i9gϷ\\^go}ӧߟ:IxȌS>-2p.B1ŃKyTp-,1Zblk6-)+rʮyb%ivһZg6Lv v1aSn\dȺE4"~pӏbʎ<^trp/>PgGe C}Dt]HO!&l@0i7LGC Ƕ(ၡ܂Mr&ɗpOє"?ANAjl5i;SO186Eme.j/FDzzX,1[*[(OC aSu팽">.ۨ$EuM HuewdXtS4CbW?v2V4aM5B8cCEQF׮lʽ3:EWaP=E&r(|fCSޮQǼ]^]\b %.TD)VTeDžj=*~[GGq D`5j4oVEV}S'0iwbunL8Oy]_wD7RR2J}\~48$ԏ,2I=q̊ " Uۋ0t@C3 /#@BDHg 34D(i(&BӈbN ;Lr7G0:}G9/LɉlOy AT ghxjLcupЅPĶ[m4d*F}k= j0Zm6~"Q'Uj>RbQ 9+ïJ b:/J a̠)PHa3IȀʯB qD'0#I2iZm<5=*,ȡ 0apo9CCJccRԼžjj,;ڧBٿ'|@X,hh$r"h|~5~"m:6B*`%D"ϔqi^2qp.Jv7a_y)k:~p^&f^4RHZO&gz{9W! aJi4!]Gy*0CA!/5DKQS('Lҝ`B\zl2L4?(#d CaS&Po%ǵH,ynHY0uS`gIHVGHskՄR"aj+blLD::mqLBz@ β;޼f(g8,&C* ! (ސȡ$$~͈'PNQS$7 S+'< }%|YvݞI98bM"(iTnz4U͓NHͱTS tɝӅ)JP.ֶs^ݹՅ1!aS$zQR¼(i i`Kh;](NLrC9NO^(D*=Lڈ\eTB_ 3Gjfo?bDkgͰ{"נ9Lm`!ވ =Mn1 yy:f1U8|W z AAc&zQ"鳓Bɱd<|*LA zUi@\իWLׯ^^oE5=nd+e_ L,,<~[ˎPjEq̘`߁G$LEs&݄6]/p^m;n#G=_яT`) o ā7 d=>%$CRzSMȱǢSNJO Y{"?NcIk m1iI\eL 1 76d4]ц/S/!`]GK>;╰]-fC9)^O?)֗kۉˋ{ XD'#:J@:vrZ"pWDzBكN_(LoZpeJS,I&1AxՂcGt.F&P+)X=Ϣ?c|ds$k+u XJ8(#+pҿ߇N 5NC2P *3AqA^dW%/I7C}J/*^Q?` \ lQaN2bX]Llc_ء;x?2bg!ȓM.0TQ VQ] 3*Yz*`M2"x%,ψ{if F sCYGD%N,٘:B P{vJ= w_7t8%~7OU,snV!e^{Je\D@Jg :bEqywhkۉ)HVmn'bb ̗-C]h&s /YN}Qs{.eO$V|-~#!}b\mnwlS0!E`(Q3z**;dAe- ,586-]Ԓ],hhSo?RLB2[ q ^r{.v{Y u =A0ut3ĢG{$Tݪުۍ-q^D*u1w0ł2K3BxԂNn޼Z"?@M֗ :oFVΕd)I2&%nca?S?Ǣ,~=M {ޔOX*H Wo;LMڡ2Jd j}nu}Zh65lAJ8-*|/Ǟ<s_-qI>_la,Z`Cyb4dz!JbȬ~ws8ËdwWVVeddd:78%D=8v3 JTVlc3Ȑ!B,4Jo)毹r:B<îxǂ bJZhrAb%,i48uU1;Bijozې\ +Nq_w\!燞AZ6PW]:y^j3@+ u6j[\k')l&f/Cm2nDE՗ow<^Vn3-7Q8"`՛9-!%tL[0K9A\8 irW{Wt`pP1`|/Y8^|l'|bawMߋکnx9f⥷~t*?"^TIΑQvsDn 17SO#M`?h~>4?3&"=!s)C@;Om5?];n~?t-o~K:LόߛOͧv\w۶}ť..yoL{W܈DUjH`x" l7A*¼Ls=.,;H~ ?o6˾$Ԯ#BP l M\a zDIa!&Ӗ5J-.VSĀ*s%'Ko9n)TdȖT>vDȧhOxӣoj&p;uSQG duԚw$V2*! Jm{`87hzCLS& jC̐m@MѠ]Q\(|}TfA,!u.B 8G4jUPyk8-臼RP Ab,^W$b ;C8U+NWoң:fίSHVPflm*;puHRUzE=M֞( Ԑ'SGSuț6dGgXkt9E[@IhLYP:@zD:oM(6\р&q窠ENоX%#9  ";—y6BLͰ##Fz댾(Sllw^!*ʖu(*&8JQ\*98^8 7~%Kt Q4Ѷ$zVAyژ5XlD#8UN/2@_}?:RuxYnBRBXw7|Q鑲 )a]ĉ+o"KNǑH oJ:*.H@ Ik 4Iyz ~ e:-)cJʄ즵 p|Oj.Z! @D2B BZ$;:#I֒:,77]K8ES Fpi65Sy^fVu:>*.ߩifKo?MJI-)MolB~B7Oٞe j*+1 A·Aؓm;'U)v"f48GC2iRb=Q8@¹YL4>Vhm̧DLUݙlֆ:7Xm<3 zoAP&^M;fw9bcCF=ydƝҨ ip"z'FDz$ޠ#&Nmi0dzk6[C0⒢ >t+dqbX t  HQ pXev,HюBI@ajh}DiMئ2P {1OPL}?<"U 5;pIEoWȠ9@ ;uzJ T⹄= kFl; tj+z]!2uԽWz\d{l;uB(/ ~HGA\'Zךff:4Gs8a.ҁtE~~R hT, :=Z:Xc8 #Ak9F՛4ĵ h% &,5G]i IM*n;[S{&fenhC/tH[Zrb4]xqO5*$ r* ur^fU+SGhUIITוD9mOSk2?u `$! >)i?rQm?śWՋ/_ᡨ>n^^m]] d\շ*V7LhUevή~|5Ar.hs8'6C Y ޜs_EF=!V%)``=hPl9N\Y~3$eɖ4/-Z7Ùof>tH?}Ik-X[n2^Bxmr%Zb)`?9 zbkgrdid.w"Bd@!T&Ǻߵ/O;JѬyi/n_x,EUInլ6-=z,%e=*J 8/}_vE.-lVt!gb%UUxKxm7j]Uۈ]/=e#_wJ9?`lĦE~.Z$VTMWE]{7JSٔ]e xfZs DcH]tO@/M^hU5z+dҁxŦH< "&O*܁~%=='!3+,^W3tA IV6e-]|A~uNc "G +t+^wU~ Hg]^cl6D[@<-^QoOFG")R+#& +93`j.B(=dIǖǪKWeI8gC5hh1O Qʺ*:AP>;DͣFS`5 Vs趪벋Dv(C;׍a MqH$'ϳ9e#k2&!%l.Ld3.x4|֣#}t=ӷGzSұZ[bzS$St.J:t1)U6?\=Q1b%Ԩt4+SYRZ3O my+ K#L2<<kޫo)c>PYCbCB A,ʏp% f7:wDdsLcxFxG BX[^1~ZA kaB\@H#[?#R8زMU`DHJa4.+{Ck EZINS!v"bMV%I0HXÚ9[Ovnb9\t&Qu|M .+,1&nNa1uڿ69bJSx˭<&ӯSR$WM BeMqYJפ+6hCEI^D€3ӄak`g`Z܃GkeK7(qJTZ3k~5liX>u797ru@RQū9O >,6&Ű2Td>Dq,<;u(ݭx(K8Xqz? 3qP YjI8 X) 2BDgE ee$xJ3ې(vgsGLǻ젧NACڄsfZטsp@13 @:YF _1Pńs&Vr6NUFN 5-c:!R904 x~Ծ2BJ)D)SB AFF^кvJֹ G:GEqs"y[ԤgUcP_pt@wgRz3r(ע!jt8&%}8BSl|!41]8sdյ|A:ANʵY7'T ¥L7tWAc.Xn|cZp"6\Qth6vf,(d*~ϏBETL$}DV{Q`GW`] $`AB!mBԥ]. u-;|nÇ٧=^ţ8vx31YV>zЃS3EعYdq_zIo$V1?*&<(@A"F Ti=la-|W˾׉EkXF?CƄleKalszM7VeeAꗔ"1ͿĖlI%ڜ"WfŲj*rQg?-Di[ɋ9RQ]i17,=bofWwj_]؋w8lK.O ^H&w-qXW~(# (! {,5=:MN/l&xOŠ[dx%4(ʊ 0[K7ToВ1ic8˹cL@#1Pv TyzOYEjPiYs͚ M6}S3&E& VQŸBOI}9r>@4#Vu5uVYtHa 2ɖPuJs kʳLh ;fINi[Nx;1ҤF.GIz7ls|oՀ%\9dG endstream endobj 4 0 obj<>/Height 342/Type/XObject>>stream No{_D"+zoҿ_{պWJu.}~~Z@ endstream endobj 5 0 obj<>stream H̱ 0C)!M<%b ^}ZV-/TavT7|TƯ ;^8FYǥc 0a endstream endobj 6 0 obj<>stream H쐻 De-R(MJJ04`| ﳻ05555s9Hwrlb FT%0v( )^Iy|_f4cd{eVݸՃ )ѦOj]  endstream endobj 7 0 obj<>stream H쐱0 KA%2 #Hr*8 Bo ;iE>f>+Y/Wke %9`ɍ˷ɯG;}n2xeSNϬ^Q}a,z3 endstream endobj 8 0 obj<>/Height 486/Type/XObject>>stream .!*VBP.&C>"!0Hz@AKzAOItT ir= Hp@=ޒ:t MӤީiҭ7MUtץ~a=GIt_쁄{K! i~~?`?%@^Ԃ7ߠB;w:e!o!)mz۽{k_۽MnI ,X0J m)ێBkmiMa[a00 @Dq@ endstream endobj 9 0 obj<>stream HA 0,r-ͣx.g4PKݵۈ:c1c.!QW*BoC]MhZS#m>=in .u_ݴlUDv*PA=))vySL~ n;j95U4f-bS]vyا2 endstream endobj 10 0 obj<>stream H i biPPODyZcbxѻx<a+4;\E0pOn3܄[p܄[pn[l\X9b^*:9Ws{A}覞+~;Lw_W endstream endobj 11 0 obj<>/Height 354/Type/XObject>>stream SDpUQτNOpUAAJ\ BAP*@ @ B}`cwjըaC5 endstream endobj 12 0 obj<>/Height 354/Type/XObject>>stream KMap:p)@Azt|A~5l,0%bZjP0R\,@ endstream endobj 13 0 obj<>stream H쐻 0C)P\0֖=R endstream endobj 14 0 obj<>/Height 474/Type/XObject>>stream ?d ݻ{n÷nݻݻvݻvvnݻ۷x8O_oՆ`V5 (`@$@ endstream endobj 15 0 obj<>stream Hp@` endstream endobj 16 0 obj<>/Height 504/Type/XObject>>stream S!!$U5Ap2}>}:AO y AR?MO?>~!gd hO4 7 "?[[_supk}ki{iZ l.ᅆP@g  ,0_Wy=:m>kvam5[MaXa h0r\A  ?  endstream endobj 17 0 obj<>stream H쐱 0 PR#hfYLx. 3S RxU&EjAA4tUujD/ Ӽ沙s76]s՘\Զ= _u7pC{5߂[;O,b+G#w&}F kb'̒>~] endstream endobj 18 0 obj<>/Height 504/Type/XObject>>stream 0H!Ca&pPA xA OA=5]>`M@ ނ ~O7 ?_% a[(__% __ \Sk }g&__^ ]0R@7bkkkaa  k"#~|@ endstream endobj 19 0 obj<>stream Hϱ F#(&9 #XZO($2V&+;])RkZ€`WЛ7,K [%?{O,6~>u$Fl: endstream endobj 20 0 obj<>stream Hб P %#81 #PZ;!$ڙX+bX,?&;PN/G@Y$"6&NRfAVl/o @OAn-m-)_@.vf& endstream endobj 21 0 obj<>/Height 312/Type/XObject>>stream PB\&ַ_"+tKK~.]mo^^_7V[ziS  endstream endobj 22 0 obj<>stream H̱ C %ţ1 #P@ 6ΒB?tZV!RRELأ+nO}Rԗ Q endstream endobj 23 0 obj<>stream Hб  ( 0BJ 6HQEJו~ X,p%]- M$ʮ"p2/3{OtoNj1zZ5k֧I_`y endstream endobj 24 0 obj<>stream H̱ D%"ll(6$`T8y;je8aڬl%K.:D(+bB ֦#< 4 endstream endobj 25 0 obj<>stream H0 vk endstream endobj 26 0 obj<>/Height 504/Type/XObject>>stream j$ >O An׽?׿{kkaaAvw.k (BT  endstream endobj 27 0 obj<>/Height 504/Type/XObject>>stream .&NK?___ @a}?/H k ATk=p}zSmpon.]C '-y{kl0__!}u.ǭkZdv  endstream endobj 28 0 obj<>/Height 504/Type/XObject>>stream S!!$U5Ap"8@>_?> A߂ A ?޴W^@!O 3 @( U<^G Zڭk ,4҆eD080wWy=:m>kvam5[MaXa h0r\A  ?  endstream endobj 29 0 obj<>stream H쐻 0 BF(Mx.?$T)*L$I$I^UX4󶛗an\q:!(:R[FBJ'7 O7W qQg,bc]iAC4YVVx=W ~%& endstream endobj 30 0 obj<>/Height 498/Type/XObject>>stream MAB ]۷vvv۷ ;vۆ۷nݻ۷m}Ǒ{kkj Z XPƒ K@@ endstream endobj 31 0 obj<>/Height 504/Type/XObject>>stream 0P;3 ap5h5a?Mkߦh8/ h z:Ozn_[%!TeX5/K/Lt ᾈl) o/v^_L0y Wmzmkm~00n GQW_ _a~ ` __~>>>  endstream endobj 32 0 obj<>stream H쏱 -QPf 1JFLa"E&H8RT2`- 8 @Q7  )E9 7唘mwv*cRf#mC4 endstream endobj 33 0 obj<>/Height 438/Type/XObject>>stream !U &@@A&\ Aj A=BT4O=S y { @@6H OO7SS_}S+]=-}kO!kh~?_Tg  uj}Agjt>I۵v޾_]v~ҽmu~m& _ ,5۴I `J(QLV kia4_ m ama0"X  ň?!! endstream endobj 34 0 obj<>stream H h|=30<`( `Tu endstream endobj 35 0 obj<>stream H쏱 0 ((Q2Z2x @/Nr?3333JX l`V.{aH ɑH)r zֿz)d`o۴[+G endstream endobj 36 0 obj<>/Height 324/Type/XObject>>stream H 'h)@=:OOlPAH0 (JT D/ Z։s!i[]jիP† u  endstream endobj 37 0 obj<>/Height 324/Type/XObject>>stream :A'N^o A7ޟL^ dP?_kaqVV0#@ endstream endobj 38 0 obj<>/Height 426/Type/XObject>>stream ?Bovnݻ{v۷ ;v۷{v#`cvCP†  endstream endobj 39 0 obj<>stream H쐱 0D_DA9CR#Upj9J~GćD/? endstream endobj 40 0 obj<>stream Hб #(9#XROYi| c1Gsj;! $kJ`;ȎfXR/oagF3{b*ya endstream endobj 41 0 obj<>stream Hб DQBR(͔F)@H`{]b,}:4P @\.;MdJ&r͐ԯ^4œ((3-Lu^? 4 endstream endobj 42 0 obj<>/ColorSpace<>/Font<>/ProcSet[/PDF/Text/ImageB]/ExtGState<>>>/Type/Page>> endobj 43 0 obj[95 0 R 101 0 R 102 0 R 98 0 R 104 0 R 100 0 R] endobj 44 0 obj<>stream HWnH+j)5b`80̤ z`p%V= [n$/Yuu8;;xR兘n"ZLN~|r:B$<7by&sw|+dN5DJ+<0:]=uxo7bowɻqI(Hl27~}G,[e- e^<NLNvfDNwaVNoA;~7Zz)by3V8HUo&K1_EW?⦩E%%z ]+<+Cvچ0=䃡b3*qĊ2WqOP%8gv.fu.dUyg}O>`I㗕a§Fdd@ٴM9zU"\U (9jޭ͢awֿJmnYp/ܟv xY %gjKU{~ K7mezhQ*D7֏KȴBйEW 2p5/uiצ4K' bG0 #m}vWwl5wWwsebGER,:yV[R4LqL=:mvw+sY%.x d/a}> Ff{}%WJ/2HIL+7M< н4uuUV>W>1lGo b sdVa΄`bn)ڱKǔ$ 6`KbaU.]"E7QzR*p&ۤNRn@[sGB1#(.fWo8$rׇ>Np21߅؊ gdc^ņnJ͏fYV2sRSR3Kr_o(HC=.Er̶T45{TQc'V&Er1rYhqC.>O͊[e#c,[R:$WLhDۖk@yߏBni[`ju;|Htљ~[ڸgx{6`@  *db[5!(_Fԁ2f`^cmc t&~VbsrqPwS)yZ#RSCѢO+]'@>2d/FCydt0jfܐ޼aӬ7NJY0c*D%.IODb.>BH0JʢOf"k1$Zn.7*B*TMnwqQ$Oko#p̕v\@2iYT(Y1r"dpȋ(.|ZcH6h۲ oF6=m[{Dѿ8jUdůNOY5 Mkvc*N2!_1i%Ū(=ƞU) 2SLW(J*_}EBfRUS"ɡљ (9aHYq2oJH1&Ӻʜ؀),W/M8tIQOGr@$*1 5NEpD+P9,VT#)Q*+8GġJR!k :E+/z[Dh2~ℛ#aim#ھ$$_[}_uT-dOS<,QKۜ{a>df|{ƸVK"R=lN!#Sg(A4T#'d$gqft $A`Wh6f<3yBLNgg/>\ xt>υ[/::ll@& Y1Llҫq܈~߿\ĪHdnIQ(2H$'}3$%%qd!y3뻋աmlǃ%=X= +c/5 nEU =;%NdUMV%Y:^Z_~]1U 6U]N< B:YHfDu/f-)jQ͠b46/OHG.D׽OKgHqwГT/i/· /8'χs#bJ@~j-m1Cx\$1u/v]T&q! slo,Rybtt}/ִ&Lh|cn)<)]M؊EY )gHCH}Uj1l7"~#rV~*r*%DVLG2<<TtySF>-8y|e{BCAJc-X,ST^m= ֝;] YSk kaMP9Y}eTKz9IM׵]E~hiI_qLg"`d|蠸Ѧ*feZ^EI M`04O Dcar͋\ʫYʣϳiJpSqػŧo?nN_%9ЂvEb G~1tyHĴ( {0!+A1zb~*Kqk)L2efKbcè2t2 ;1Ѣ,zM*`h*Ib1Gu1`@w^z_ݱF=,"L۶ɴgpƹ|u(!()iYwUx6-. #dJ4{9&8]L+:ƀ HLQ*=F΢Ms6U3gq54mj( ~4%1JSpU s$l% TÉ7Z)9Ù[`h1`8A8AU =|r}Z gFľ7uB\[ uzI{ϝGi}Yt0{PD1t7qjNqrVH?SK^֘k81gv0H#,Ii՘!U K+ =MZ2t`/R@d!EZSH&S#4h6 `kx wt0ps^Pf9ΦJ-7M<8Ƶg3f xB31V\RŸthU7;V2i**LքIΨSTe&OP&D?B$ 8CHGszo;O; UmÙU.^c"Cc{~B*.0xSGCL IT|}#A K)ܟCPD|WW@CT.ɭw~y% /oh(;! HR3üGGi|@hԢn۝4k,e&L̸;?/o:Ѵ*RjEk] g;ܶ e56Ye >HQ"b•J\{anX*=qwG*$&{&''f'fOd R{gܙ/sʉ=pDޕ 5d(F2 E9v^;+>3:Xtr &l$ȫy&B#NNV ]P݌yti;V;4Jg'a!uQ-}WqrP:ӕ(Kjvl|3q';VP/tFSnZW@;V3%#eGUU80⚣~}}Zo\.?lh:Kg.)E,?HJ?w_w7tN7jl2XwHRr($ 7TT|iŋQ'8#2Dah0CDFè .M9E`/Zw|=<>`q {uz cEhGY te0t/B@/ḍ󛎻=w]L r+쁢-enrІ##1HvTA 䕽̫h3l|3M#m>㎶ gkP*ɡ& V޳/->&OeEd;G8A e$ Mnih~ Y7]~=MRH暈xӅ.x gQ[g~*a rUuN?/RƘkWHOu3PZPH)Ixx5]:@L9;5n%S w:^)DX钖R&]"vtJx־n-_ V qq%ym2B󐡊IMiSZ6Yz#2AWc픑6`2%S!Jèд@^Wjehb^.%M0s rwʨfgłg.I4$g^fm pZ>1+ZXmd XnVvI/Ha2-M%W$խ^leJ9, G+;!f+f J#Hubyݩ+8.f`12 ~79wZݘ!xTb;vl}~?T?=oW'‹T(ZPL}Ύ_pwŲv;Ml#&!v‚@7|-w_7Շ''a><ߺ/6?[}nľxNnlO=CbO 9.'$ [{=fϻ93t)h @tؾp0_d;a/rӍ|"R+G^[v]UGY3CwgZ!$9Ǭf0fL]`q3beqxǮg8#g~\I5)cFsZ8c"ص]eU9Jr ҍn3R^/noYȱkQF9mVUwx5kc̳]j18/dTXAή%cڊw`+? ٖ!8lNi +H[e0^ik|"=$O94B][2,,1]]Isrḽd9$xIqn-ahkVGax("r\1|P=,/ )魸 ?Y Q18ݖ~%L=.L`b%k-t^Jx3kIqoN`IIuU!KE6MR|J)XãJTJPR}a0=w|G2#PN4Otۗ"U 5w@l2Pm+)뚇0Wm{BHc!&8RơЙ-А{ aR7s<3 DCDեg{=/PQ*KI. )-E 699HUZ\3ROX뤭,PQW @%6/`Tv>luN;՘ bP$P.찚/z66x1Y.t!} JPܹYQbQ8"bADQ@ ,?˜?ej=CYaf2\^H, Luz}OB՘{_Jȿ*B KHTh3f+\)ԢL$#)[y Z%Y e ̒Bl,\IHDW^&`AjJSɀ.6G6.)^M/jXq?xN`a߀ 3琍R@D(;kG^#X9*kCM;8 &BAKG=!n&r<a#a$$ 5Ȱ)'.$эwhd(p(E2J6} YmQv[''`N7ѝ7%|z]g>xF5HM&o2ȪlrNw=Ij'OM>9{=?7pWQamO"^"=gmsn쿇<=xU>}p\*ѕ]Tze2ٮ vyk6[g-Q~-)2StÛRtG\JnQ+:jz<\ͳ~6=.ч.4%Mx_7>NQvFq{5?CEw/(F[!졡Ҙ=5 Z!#= ۇ(B|E!A])*r3_jznTq%o!rU2*NЌc\d]>H`y0ùPEgB+z=Tg+kW(qpcQ:^Q'4CkϨ/Cr~Up;ռ6kw/>\&'Nz1K٣hb ؐ$gPO }hlLCz9|!-ބDUbck|e`m#? endstream endobj 45 0 obj<>/Height 342/Type/XObject>>stream ((PAB( P PAB(AAaav0p 0aÃ8p endstream endobj 46 0 obj<>/Height 522/Type/XObject>>stream T%@wAoLA`,otK[ -ɨ4 A? `_oao -@l  o?`F  endstream endobj 47 0 obj<>stream H쐱 10J4,R,eo``yo-D"'ghW8A0n=![ȭrm\ Uu <ǹ:[znIyzcۏ[r|<) endstream endobj 48 0 obj<>/Height 384/Type/XObject>>stream #'Pt'N# )< ={ֽgP7#4TAP*@" HbAZ֊C_\0^իV(aA endstream endobj 49 0 obj<>/Height 384/Type/XObject>>stream !$`l:pN:!/_7H7OLz(5[k[]Kkm,5:VZ XPƒ B endstream endobj 50 0 obj<>/Height 330/Type/XObject>>stream x@ tӧa ս>bv,dTMB *a dh60‚J?ATOO?IOOSCO g;TC9 yD xA$H:AO t}_zo'O'ȂYou޿kkj~׵[iZ [Xk~턡a+a[ e( 0YTlT_CL{R _kkom5MaA5Xam|0X0L!JVÈ`&??߇@ endstream endobj 51 0 obj<>/Height 660/Type/XObject>>stream ń{?C۾ ! ɨ@@( }=xL }צﾚzO 7 k&?t<;_ޝ/zz__O[}_{K^_^ %}}W}xkװ| * endstream endobj 52 0 obj<>/Height 516/Type/XObject>>stream ;+ ! @B`9P!pA\ ~zAK '?t ̃! @$AzA77Aޕ?Ko7oTzJ?_åG_/KiH,KodAeB۵3_ni}ۆmK ɨf.܁E+kmkk / ,!9 O endstream endobj 53 0 obj<>/Height 516/Type/XObject>>stream )H .!AAtyN@pc>O}zy~+/%_\G%..@ 9^z)=K_ %D/v] d _  endstream endobj 54 0 obj<>/Font<>/ProcSet[/PDF/Text]/ExtGState<>/Pattern<>>>/Type/Page>> endobj 55 0 obj[107 0 R 108 0 R 109 0 R] endobj 56 0 obj<>stream HW]o:}ׯŵ/( Im6.n$.b'k{dJvm<8̙p:cϞMߝ9e=e]g-X6}}MΦu͙`UK9./*7Lp_5%JwfVkV/ݲ9DlS輡-ma]`9~||KYc6{Ug!|g),rʗ%ImTQET>v qx}+LޠJU41 9SΑTMDIa>m1 Ue? PG/z_hmx׮SLD]\_aն3z_we#P+zJyhDֵ9"9J~6|;{x3 PiaPTizbc.u|?|r8+Cy-;F=wT13eVlD8,Tru):ewW=IT\P>Ct,@} /[ea0ZmubyGgFE )61UPd~e۬fC ~SlO}[a>5^U дT^ެnf~B:PʖbxYd;(&Z7UW%dɄפ0H] xMx æ}-ό^&n5[fAmv t>F }8EW"4B#C몏G]^z%7U~Q8\b !lՅ!!K]FMdUURzLnزCSܰ錳*kƱXJ4 RO(*ezH8Q8 D-| *eG&K0۲ l/20{w4!:^@gmN`6.,FJ0jo% jlZ5kk֐NOuQCͼ١ :]%*KB` Zc[++4flצ!|6~:pžDБp%vTv"]1B5ؐ"P8*W; 8D9 .(#S M%4\4;Qq%QeV|VbQVF.nR}RqmXq~Ċ˃/M@eeZd)N))N)L).1MEyB/`od+..4 ]4-* a% W@1FmAر-!AY:dA`e(1AZ 4g'JVg'#[i--~J)4$ ' ͡THj$BcMo' }YNI5AE*J.?ab:RP=bЪM8ibSa㛄9UwL' -J&z(HpSL`K%Nc;A UbWW*Ȅ4͇$$%QɠcRLEu }hp;LK nB\(Zf Mn6)ҝ`R164?Pc6R+vꊀM8dmC6GW!:wwy1jQƩlظ,H"Tb 0Up;Kَy5lBKӱI;E$KړC[E@ٔS|aI=Zp.cSK!i%m ,_)0EsԶ_aPU4q&qy 5n0$l8F8fv@ajgABx2| YJga;+.Bs|?E i=;ys4{)l]g/lZg%.jZBEa|CKSRW/V_ :s腀VrB*Vfܙ*TJGnMqn8'"EM~^Ld^gF9|Ҫd ,r)'-ŕZP\Gߐ{[Ig(iQP[VL4ϱ y!m~[(-]XlWofuX57ZU <~x"dTl6ܰ錇ހ.y2^1Dy(* #{۝-r1 Ǩ@PjNEc %vqNnlmXUŢuEp?U[ { {;}h gģ\ cjd 7RbBOc‹G JT /W?D҇J$gW v?>Fṗqa:!Hc鼤(w4[l Yu:ga hʅ߹uVc+R1:N=85\,6w+vw>/2@Ֆ]<,p>dڰŊdE7;7( + I2J+Ah.d PTd.]jqGzًtv0q/mkH.ݙ9U$%ʖ: mJSNHwN;)-\@8M)h^8/w4;'U/ЎG1;h'*ȴ?yFa_ UN:;'XG~Wm|3=noBeϹ`th]yD=eo6e9}NZ✷l%j9bsg,D0e}fuDZh±[bͶd"X]Ҷu.M}HE Vŧձ)A?0  '\ c7yk_vгsio<0^E6cHҟsB9&RNuq[gټq4 BC.{9l:ψ ]Yh\ Af I:-q(i䷧p0eDA R5Teڜd:O*ލCf]:d+wD|Ovm0iEpA/gl*愎gK%3h E2SӢ:%:8?,EgW;|NSKy⢙y$WăIsQ#D ؠj\CWĭX.rZ黑ռyن{IL AJ Kv.qr%cmNmlU:\BIg{JȥpIlw`GGV_Mܑ0Z:`@=*kSJ*~_nY (%)'J'ձ+?Lc2oeiդ Z[*_ui[kc{iDSO;4ȾGgDSb1}1(UЀcܬNZTuGFjp``eM:{!|~E^̀h4"YdjZդ 6Bʊ?X#z2o1l)ק u7rSr}PeKBB lmyinkJH8l]˹a{Ůþ֖ljor:=Z;α,N11UKvT]H4ST^eGKi_Q8J:5ŀX:@O$+?)2bΟ) |QZ{,Rf]ٳapsI#JB#_O Z]FQϓArDA?tn /$VU;x|ą1^UHOȏ^mLЉ Xu~UqDW qm-Q|Q<,H%{m>W@4^M"HKUtٚǾQZFVYH_</#+{FϤuX;0iKP ӽaſU1גdeEؔ'`pP%zP*@3R  &?PҮ+4H/h@)2fVEPFrc=YXћ,nΣr:"S٫Mi2x]>)=Ȋ'zcu$TeCo$Sy ɻ(p"$1AmB7p+,z9DmMe^+DhmqZ & /_ ;:A;{Y \m"x9F/7ˊ)ۭKtΗa/h-ˁv9w혶ڋ̊rghwgXZ[NpvөڂE8 =i@E!hZG]xKiEx D`!] /L9K+ٴ,uN64mi\uCzRcL]Reޕ;~0T7;UJuک̝+#BJ|$LTžh (o,u}_`LfENynV'A16e6 b<@AAՌs:wӡGK (4!?fEhoU >o3rWQߤW]+=i A`og\ʪki 'R[qX1ȵ+fkl,˺Q, J*SOo_Uneb1y.1}m2  % M6[v璈U5OGpab(͛x>2Q R2(hC4T`A\O]phLn%Y$RCbۓe[pTF6^f+E1* 9RNr:v$y]Wdx:?fv blX_vf씨AQFPM ڒBj=e% I>*\hvdiFVppOo=L~MYdgot6ŠD SSlUJR1%wgn Er  ,~q}Cږ)%m&-N11t@tqcWAX#O]Wto:Mȩl~f}Ziˆ͆?>m@9QmQ#WMG_$+ x|W@?>/|obhX:I.EМܧч?))@̛aMjnӃNt.)ڭT[ln#[I^WYSW@$}2vg@'L+K=;O֛|@LHU H݈I{w"FFC/i$`irO*33lTz:v4252[h,^yzn8y;x7tegJ3F`%Jxeݹm!fA/9~uyе 0}8ΪVm!5|YlC[N?Z[rV=epql\nr!{e%ZXzƔGM-OwQ鏂w$CШ&(!R!tƍ,~4lN)X"0cILC7ú|,;(ҫFWF\7Xv~~!#جjJ\"S/H* ZG/7 O Y20 "d@ _f'h軝&׉#9c9wG]ûG -iݔ~ƣ |O|Il5߽'_`t[LP3ܓԄq \C  |ڝ|QjwLXp)9W0!|?B;ohҿF(6PTԒ%ҐcC5g%3S hDfь.@F+oqf6Sݗ_aqz8çvOjx(5Kaj[.ݒk|nJH4<j}@7DC"ZWjvB8$u4Freg~pm+>wY8ωrN%m^q\_Ai_Ww)tqD7<eku'|2$5 9 ~@AD4>gMC-z^lf/4aF*{Hf@ˆ _bYz6D(eM8,d=6a>Ᏺii<юv9?FD_} =JJJ.$VQQIZ0 ˳#j9PxFW&`Ąu0^;ejV{!Q_^Hw3Ǫw68F͂h6e6ΡWJ>|~x*.=]#؅ad!$@jOn||n'ݣaԍ꫔K(G@ ds)S/!RQYi dz>;Z$V ^ sEb3GLlt۷݌{x8-cG!xo}ʠvCeoP$reo* QϳRi/ؤH l 0C PqSQ:$$W/5-ɼou@yDBKoIR^@xYPӹ5?F;'"ހNN߲b;v(s' EMF@:ĀQ*0K ߪxTHy,ťx1|(KD"08 ѕq#!g _u&̇@ռ//6›.ư`u9FB9 r|M-UD=P+xGr^5 ApD ,b{#kSmM$֦g@Sf@xnv7o^p@ }ĭODWԄc' ||QTGv < v44B$m'a-\)l'> %LWm ^oh}G$>6m CL9?Iق7ZSO ee{o0Vdx9)AhEߴѤ=&"tY ]R", $rJEK|DSq; 8?y4sa,20:IO+&Pi%²Ot}Y"[,eL.3Ig"*rh(ȷ{˞t4-,<wP@{O䀮BǾP؉B,i]{)s?/m]YSMş1k2 endstream endobj 57 0 obj<>stream endstream endobj 58 0 obj[/Indexed 550 0 R 1 57 0 R] endobj 59 0 obj<>stream Hϱ 0Ӿ (dTZdU>0>?????????????(-  endstream endobj 60 0 obj<>/ColorSpace<>/ProcSet[/PDF/ImageC/ImageI]/ExtGState<>>> endobj 61 0 obj<>stream Hw6TH/*23Q0B] kg @Nr.gK>W @T  endstream endobj 62 0 obj<>stream HA _{d\/  endstream endobj 63 0 obj<>/ColorSpace<>/ProcSet[/PDF/ImageC/ImageI]/ExtGState<>>> endobj 64 0 obj<>stream Hw6TH/*23Q0B] kg @Nr.gK>W @[  endstream endobj 65 0 obj<>stream endstream endobj 66 0 obj[/Indexed 550 0 R 1 65 0 R] endobj 67 0 obj<>stream Hϱ 0 0B C)hAi{9` endstream endobj 68 0 obj<>/ColorSpace<>/ProcSet[/PDF/ImageC/ImageI]/ExtGState<>>> endobj 69 0 obj<>stream Hw6TH/*23Q0B] kg @Nr.gK>W @b  endstream endobj 70 0 obj<>stream Hα ð#kiAZxiAZxiAZxiAZx^ endstream endobj 71 0 obj<>/ColorSpace<>/ProcSet[/PDF/ImageC/ImageI]/ExtGState<>>> endobj 72 0 obj<>stream Hw6TH/*23Q0B] kg @Nr.gK>W @i  endstream endobj 73 0 obj<> endobj 74 0 obj<> endobj 75 0 obj<>/A 83 0 R/H/I/StructParent 12/Border[0 0 0]/Type/Annot>> endobj 76 0 obj<>/A 73 0 R/H/I/StructParent 11/Border[0 0 0]/Type/Annot>> endobj 77 0 obj<>/A 85 0 R/H/I/StructParent 13/Border[0 0 0]/Type/Annot>> endobj 78 0 obj<> endobj 79 0 obj<> endobj 80 0 obj<>/A 89 0 R/H/I/StructParent 10/Border[0 0 0]/Type/Annot>> endobj 81 0 obj<>/A 79 0 R/H/I/StructParent 16/Border[0 0 0]/Type/Annot>> endobj 82 0 obj<>/A 84 0 R/H/I/StructParent 15/Border[0 0 0]/Type/Annot>> endobj 83 0 obj<> endobj 84 0 obj<> endobj 85 0 obj<> endobj 86 0 obj<>/A 78 0 R/H/I/StructParent 9/Border[0 0 0]/Type/Annot>> endobj 87 0 obj<>/A 74 0 R/H/I/StructParent 14/Border[0 0 0]/Type/Annot>> endobj 88 0 obj<>/A 90 0 R/H/I/StructParent 8/Border[0 0 0]/Type/Annot>> endobj 89 0 obj<> endobj 90 0 obj<> endobj 91 0 obj<> endobj 92 0 obj<> endobj 93 0 obj<> endobj 94 0 obj<> endobj 95 0 obj<>/A 96 0 R/H/I/StructParent 18/Border[0 0 0]/Type/Annot>> endobj 96 0 obj<> endobj 97 0 obj<> endobj 98 0 obj<>/A 92 0 R/H/I/StructParent 21/Border[0 0 0]/Type/Annot>> endobj 99 0 obj<> endobj 100 0 obj<>/A 99 0 R/H/I/StructParent 23/Border[0 0 0]/Type/Annot>> endobj 101 0 obj<>/A 97 0 R/H/I/StructParent 19/Border[0 0 0]/Type/Annot>> endobj 102 0 obj<>/A 103 0 R/H/I/StructParent 20/Border[0 0 0]/Type/Annot>> endobj 103 0 obj<> endobj 104 0 obj<>/A 93 0 R/H/I/StructParent 22/Border[0 0 0]/Type/Annot>> endobj 105 0 obj<> endobj 106 0 obj<> endobj 107 0 obj<>/A 105 0 R/H/I/StructParent 25/Border[0 0 0]/Type/Annot>> endobj 108 0 obj<>/A 111 0 R/H/I/StructParent 26/Border[0 0 0]/Type/Annot>> endobj 109 0 obj<>/A 106 0 R/H/I/StructParent 27/Border[0 0 0]/Type/Annot>> endobj 110 0 obj/Pattern endobj 111 0 obj<> endobj 112 0 obj<> endobj 113 0 obj<> endobj 114 0 obj<> endobj 115 0 obj<> endobj 116 0 obj<> endobj 117 0 obj<> endobj 118 0 obj<> endobj 119 0 obj<> endobj 120 0 obj<> endobj 121 0 obj<> endobj 122 0 obj<> endobj 123 0 obj<> endobj 124 0 obj<> endobj 125 0 obj<> endobj 126 0 obj<> endobj 127 0 obj<> endobj 128 0 obj<> endobj 129 0 obj<> endobj 130 0 obj<> endobj 131 0 obj<>stream xڴr[W8 gv<8IM}kK"/@fE AHiqF (#VeCN0@Aƕe$d8 мE !exGPHGpgĄpg$9hebFC#@-&< NLG ‧ZsttА8((DUkrఉ^HH9F ?Ȋ/<|B^ g:N2d@MtU/9HbTG .VV(\ A`T(gIMHe )''#h*쨳84H_(z֢fP9*zjN`P##t Pr&,1*i$- +c'H4꟰JR(3(?@}HS<RNR!dLM,N*CY@UĢhʎGـu8Zh}H"HH9n_goYc18lff4MK }|G}\6kifv<\nݷ.N])nM&&ȵ/>NP(NNPrRqsrBYO/)^@(^@[x|}U 0/4 %ЖP@W@} %r\|]H_-NA[U~75$#,}ة!rGwE:N,wc'q LO^ ⵑ1 Q\+yF[]61zw>t-z>Y)E4!ͭVT =rt|<5(b^Zѽ$a+ރkɇonN##9}f;V3ַ%Rqxw lx:a.+ӏ!2mt>,!TNj'Jvg)TG#aRO!l 0,->Uz#mhF tܖl ma֦|:-_#FʾO5)C['Lfib1T4:׬r!T{L^{$*gp jǹ'r>wtEUŧfls qA6Տ h[ezSjeZ69`3yp&D'Ж\4ZBwr|-:fCK1z_E\snrD endstream endobj 132 0 obj<>stream xڴXMo7+zi3v]Ԩ kG*oܕlEFJpwGWdҊQÐJkIİ$;GQIYʙ 6X *s*GΫh*O*kF%GxKUO301NzxeH $!cPO h4FS 4" c00; -=(9jq9 .1́EL"tѐ`]mP1s`03-ʇ>;4rc8+*,^5Y;ZݜCJͥ2Н<^5g˻H__0wB\>^yΥt|}I8&z 412aʒѷOrh|Oxc؍Ll(bh_oLˊ0DG<\- bSg.y]ȋ!-$.wӎ9yIcN3#NƜqƜ~9!7 upF~Hh_}޶vnD.âzv\L?zxsy6]׳~jԯ&,tŽњh6eǜT k>C-e wpp[ Zxqx=<3ug|J %C2ylVYaLsH=WSԇ y))U<99 ky~'=|^RDg7K]wR9˭nY*n> aJܦRnS)>n]4{]X:}]]Wr\Mªl4!?n?.Ge6U'~3,}Z|y~>^98pPIőkLGq3.C8xF~ ``C.QS2a38yRny^αiۏa8 O1n2oNptˤ< ƝӝQؓ<|vXwͺ?U D~>'rʫJ 4%n1G>L?:%(rj>stream xڴXj\7AwHJ5ILL ԷE wfhFsC ,)p@!łC*œhbD WT<2c*SЈu3X%`9Pg ںZ6|dIRcHቦF Ul_IHm1)6ѐ ̊̚}YT<s1 ]qk_e}D܉x%,/:+uV-Oe쬩ΚQoEᑚL`y ]gPtz 9T瘪RcfuԭƴlD,lV~S7sLeseg$eg$(O7,<1X!-X^/C<0 endstream endobj 134 0 obj<>stream xXOGWVK~HTiBST"@PTbG#%}3;#*kgfw\*XNXّXLXqTd<1f')c-.`؎U%u%W®5R!GU~I. .DQ*]`Mb+1%]I\Ay Y# *$ +$'!9+s䜕䢆gH.&&T-8509ZOM,zl_ eۻ/#4JF22J8JF42o/esp;9::l^..'`|u<_,WSsp0rH8RSdBE+ #PӅߨZ7׳ϟ7W_`^,of/vj{WJ㝚4TMZ`Ysxz$+՛-riy\&Vuit-֡PTZLX;CΊX]f?m㦏L#V2HSppz_= P[;B[]cgc[qu^LqG6}\Sѫ)hQwe*uWv+R]Jv,R-/HieDЖwe$wکS)>)&=$VG|gDW,fAFo-=oi[ܖWn!!;G,u+bno,\}3dV_}? `rXYeQ1h(룖({.I<: [-؅ը(((h uOpoǡ]n]-1 5֥Dk${;q-h[$8|*]<7)YR⦇ÜFy8{1K$V4Y^kR 7~%`Z'f\ 1*VbE<+zz j Jf5ܾhh9䬾5c!\u}M6.kcQIhGPi󨤖K1)AOyl*" rvbۛ9kXU%@"!S Zh=OPBi2dZO\GCӘEL O'ENBy^R ط[vu7Ňm;;yzlO&Oۖv0 L']jʫ5UsEc&NK$o_v t( endstream endobj 135 0 obj<> endobj 136 0 obj<> endobj 137 0 obj<> endobj 138 0 obj<>stream Acrobat Distiller 7.0 (Windows) 1 (#E1) 1 IEEE Computer Society D:20060110223751 2006-01-10T19:27:17-08:00 Acrobat PDFMaker 7.0 for Word 2006-01-10T19:27:55-08:00 2006-01-10T19:27:55-08:00 uuid:9042b5a7-73f2-48c3-98bd-4a8b4ac8b698 uuid:a624f7e1-b229-4715-9cd4-f91b5274307e 4 application/pdf Author Guidelines for 8 foobar endstream endobj 139 0 obj<> endobj xref 0 527 0000000000 65535 f 0000038328 00000 n 0000039135 00000 n 0000039214 00000 n 0000051656 00000 n 0000051962 00000 n 0000052195 00000 n 0000052476 00000 n 0000052762 00000 n 0000053335 00000 n 0000053669 00000 n 0000053956 00000 n 0000054257 00000 n 0000054551 00000 n 0000054866 00000 n 0000055176 00000 n 0000055344 00000 n 0000055872 00000 n 0000056184 00000 n 0000056647 00000 n 0000056897 00000 n 0000057177 00000 n 0000057478 00000 n 0000057710 00000 n 0000057988 00000 n 0000058226 00000 n 0000058392 00000 n 0000058713 00000 n 0000059118 00000 n 0000059647 00000 n 0000059961 00000 n 0000060275 00000 n 0000060773 00000 n 0000061040 00000 n 0000061640 00000 n 0000061833 00000 n 0000062105 00000 n 0000062403 00000 n 0000062693 00000 n 0000062988 00000 n 0000063278 00000 n 0000063546 00000 n 0000063831 00000 n 0000064260 00000 n 0000064323 00000 n 0000072564 00000 n 0000072856 00000 n 0000073320 00000 n 0000073612 00000 n 0000073933 00000 n 0000074240 00000 n 0000074860 00000 n 0000075325 00000 n 0000075849 00000 n 0000076226 00000 n 0000076636 00000 n 0000076677 00000 n 0000085584 00000 n 0000085639 00000 n 0000085682 00000 n 0000085888 00000 n 0000086024 00000 n 0000086285 00000 n 0000086485 00000 n 0000086621 00000 n 0000086882 00000 n 0000086937 00000 n 0000086980 00000 n 0000087186 00000 n 0000087322 00000 n 0000087583 00000 n 0000087809 00000 n 0000087945 00000 n 0000088206 00000 n 0000088258 00000 n 0000088309 00000 n 0000088459 00000 n 0000088609 00000 n 0000088758 00000 n 0000088809 00000 n 0000088860 00000 n 0000089011 00000 n 0000089161 00000 n 0000089311 00000 n 0000089362 00000 n 0000089413 00000 n 0000089464 00000 n 0000089613 00000 n 0000089763 00000 n 0000089912 00000 n 0000089964 00000 n 0000090015 00000 n 0000090163 00000 n 0000090215 00000 n 0000090267 00000 n 0000090488 00000 n 0000090637 00000 n 0000090688 00000 n 0000090740 00000 n 0000090890 00000 n 0000090942 00000 n 0000091093 00000 n 0000091244 00000 n 0000091396 00000 n 0000091449 00000 n 0000091600 00000 n 0000091653 00000 n 0000091706 00000 n 0000091858 00000 n 0000092008 00000 n 0000092159 00000 n 0000092184 00000 n 0000092237 00000 n 0000092307 00000 n 0000092408 00000 n 0000092560 00000 n 0000092685 00000 n 0000092738 00000 n 0000092835 00000 n 0000092989 00000 n 0000093041 00000 n 0000093185 00000 n 0000093237 00000 n 0000093290 00000 n 0000093394 00000 n 0000093447 00000 n 0000093561 00000 n 0000093614 00000 n 0000093756 00000 n 0000093809 00000 n 0000093862 00000 n 0000093916 00000 n 0000096684 00000 n 0000098311 00000 n 0000099674 00000 n 0000101276 00000 n 0000101313 00000 n 0000101338 00000 n 0000101412 00000 n 0000106019 00000 n 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f 0000000000 65535 f trailer <> startxref 116 %%EOF 1 0 obj <> /ColorSpace <> /Font <> /ProcSet [/PDF /Text /ImageB] /ExtGState <> >> /Type /Page >> endobj 4 0 obj <> /Height 342 /Type /XObject >> stream No{_D"+zoҿ_{պWJu.}~~Z@ endstream endobj 5 0 obj <> stream H̱ 0C)!M<%b ^}ZV-/TavT7|TƯ ;^8FYǥc 0a endstream endobj 6 0 obj <> stream H쐻 De-R(MJJ04`| ﳻ05555s9Hwrlb FT%0v( )^Iy|_f4cd{eVݸՃ )ѦOj]  endstream endobj 7 0 obj <> stream H쐱0 KA%2 #Hr*8 Bo ;iE>f>+Y/Wke %9`ɍ˷ɯG;}n2xeSNϬ^Q}a,z3 endstream endobj 8 0 obj <> /Height 486 /Type /XObject >> stream .!*VBP.&C>"!0Hz@AKzAOItT ir= Hp@=ޒ:t MӤީiҭ7MUtץ~a=GIt_쁄{K! i~~?`?%@^Ԃ7ߠB;w:e!o!)mz۽{k_۽MnI ,X0J m)ێBkmiMa[a00 @Dq@ endstream endobj 9 0 obj <> stream HA 0,r-ͣx.g4PKݵۈ:c1c.!QW*BoC]MhZS#m>=in .u_ݴlUDv*PA=))vySL~ n;j95U4f-bS]vyا2 endstream endobj 10 0 obj <> stream H i biPPODyZcbxѻx<a+4;\E0pOn3܄[p܄[pn[l\X9b^*:9Ws{A}覞+~;Lw_W endstream endobj 11 0 obj <> /Height 354 /Type /XObject >> stream SDpUQτNOpUAAJ\ BAP*@ @ B}`cwjըaC5 endstream endobj 12 0 obj <> /Height 354 /Type /XObject >> stream KMap:p)@Azt|A~5l,0%bZjP0R\,@ endstream endobj 13 0 obj <> stream H쐻 0C)P\0֖=R endstream endobj 14 0 obj <> /Height 474 /Type /XObject >> stream ?d ݻ{n÷nݻݻvݻvvnݻ۷x8O_oՆ`V5 (`@$@ endstream endobj 15 0 obj <> stream Hp@` endstream endobj 16 0 obj <> /Height 504 /Type /XObject >> stream S!!$U5Ap2}>}:AO y AR?MO?>~!gd hO4 7 "?[[_supk}ki{iZ l.ᅆP@g  ,0_Wy=:m>kvam5[MaXa h0r\A  ?  endstream endobj 17 0 obj <> stream H쐱 0 PR#hfYLx. 3S RxU&EjAA4tUujD/ Ӽ沙s76]s՘\Զ= _u7pC{5߂[;O,b+G#w&}F kb'̒>~] endstream endobj 18 0 obj <> /Height 504 /Type /XObject >> stream 0H!Ca&pPA xA OA=5]>`M@ ނ ~O7 ?_% a[(__% __ \Sk }g&__^ ]0R@7bkkkaa  k"#~|@ endstream endobj 19 0 obj <> stream Hϱ F#(&9 #XZO($2V&+;])RkZ€`WЛ7,K [%?{O,6~>u$Fl: endstream endobj 20 0 obj <> stream Hб P %#81 #PZ;!$ڙX+bX,?&;PN/G@Y$"6&NRfAVl/o @OAn-m-)_@.vf& endstream endobj 21 0 obj <> /Height 312 /Type /XObject >> stream PB\&ַ_"+tKK~.]mo^^_7V[ziS  endstream endobj 22 0 obj <> stream H̱ C %ţ1 #P@ 6ΒB?tZV!RRELأ+nO}Rԗ Q endstream endobj 23 0 obj <> stream Hб  ( 0BJ 6HQEJו~ X,p%]- M$ʮ"p2/3{OtoNj1zZ5k֧I_`y endstream endobj 24 0 obj <> stream H̱ D%"ll(6$`T8y;je8aڬl%K.:D(+bB ֦#< 4 endstream endobj 25 0 obj <> stream H0 vk endstream endobj 26 0 obj <> /Height 504 /Type /XObject >> stream j$ >O An׽?׿{kkaaAvw.k (BT  endstream endobj 27 0 obj <> /Height 504 /Type /XObject >> stream .&NK?___ @a}?/H k ATk=p}zSmpon.]C '-y{kl0__!}u.ǭkZdv  endstream endobj 28 0 obj <> /Height 504 /Type /XObject >> stream S!!$U5Ap"8@>_?> A߂ A ?޴W^@!O 3 @( U<^G Zڭk ,4҆eD080wWy=:m>kvam5[MaXa h0r\A  ?  endstream endobj 29 0 obj <> stream H쐻 0 BF(Mx.?$T)*L$I$I^UX4󶛗an\q:!(:R[FBJ'7 O7W qQg,bc]iAC4YVVx=W ~%& endstream endobj 30 0 obj <> /Height 498 /Type /XObject >> stream MAB ]۷vvv۷ ;vۆ۷nݻ۷m}Ǒ{kkj Z XPƒ K@@ endstream endobj 31 0 obj <> /Height 504 /Type /XObject >> stream 0P;3 ap5h5a?Mkߦh8/ h z:Ozn_[%!TeX5/K/Lt ᾈl) o/v^_L0y Wmzmkm~00n GQW_ _a~ ` __~>>>  endstream endobj 32 0 obj <> stream H쏱 -QPf 1JFLa"E&H8RT2`- 8 @Q7  )E9 7唘mwv*cRf#mC4 endstream endobj 33 0 obj <> /Height 438 /Type /XObject >> stream !U &@@A&\ Aj A=BT4O=S y { @@6H OO7SS_}S+]=-}kO!kh~?_Tg  uj}Agjt>I۵v޾_]v~ҽmu~m& _ ,5۴I `J(QLV kia4_ m ama0"X  ň?!! endstream endobj 34 0 obj <> stream H h|=30<`( `Tu endstream endobj 35 0 obj <> stream H쏱 0 ((Q2Z2x @/Nr?3333JX l`V.{aH ɑH)r zֿz)d`o۴[+G endstream endobj 36 0 obj <> /Height 324 /Type /XObject >> stream H 'h)@=:OOlPAH0 (JT D/ Z։s!i[]jիP† u  endstream endobj 37 0 obj <> /Height 324 /Type /XObject >> stream :A'N^o A7ޟL^ dP?_kaqVV0#@ endstream endobj 38 0 obj <> /Height 426 /Type /XObject >> stream ?Bovnݻ{v۷ ;v۷{v#`cvCP†  endstream endobj 39 0 obj <> stream H쐱 0D_DA9CR#Upj9J~GćD/? endstream endobj 40 0 obj <> stream Hб #(9#XROYi| c1Gsj;! $kJ`;ȎfXR/oagF3{b*ya endstream endobj 41 0 obj <> stream Hб DQBR(͔F)@H`{]b,}:4P @\.;MdJ&r͐ԯ^4œ((3-Lu^? 4 endstream endobj 42 0 obj <> /ColorSpace <> /Font <> /ProcSet [/PDF /Text /ImageB] /ExtGState <> >> /Type /Page >> endobj 45 0 obj <> /Height 342 /Type /XObject >> stream ((PAB( P PAB(AAaav0p 0aÃ8p endstream endobj 46 0 obj <> /Height 522 /Type /XObject >> stream T%@wAoLA`,otK[ -ɨ4 A? `_oao -@l  o?`F  endstream endobj 47 0 obj <> stream H쐱 10J4,R,eo``yo-D"'ghW8A0n=![ȭrm\ Uu <ǹ:[znIyzcۏ[r|<) endstream endobj 48 0 obj <> /Height 384 /Type /XObject >> stream #'Pt'N# )< ={ֽgP7#4TAP*@" HbAZ֊C_\0^իV(aA endstream endobj 49 0 obj <> /Height 384 /Type /XObject >> stream !$`l:pN:!/_7H7OLz(5[k[]Kkm,5:VZ XPƒ B endstream endobj 50 0 obj <> /Height 330 /Type /XObject >> stream x@ tӧa ս>bv,dTMB *a dh60‚J?ATOO?IOOSCO g;TC9 yD xA$H:AO t}_zo'O'ȂYou޿kkj~׵[iZ [Xk~턡a+a[ e( 0YTlT_CL{R _kkom5MaA5Xam|0X0L!JVÈ`&??߇@ endstream endobj 51 0 obj <> /Height 660 /Type /XObject >> stream ń{?C۾ ! ɨ@@( }=xL }צﾚzO 7 k&?t<;_ޝ/zz__O[}_{K^_^ %}}W}xkװ| * endstream endobj 52 0 obj <> /Height 516 /Type /XObject >> stream ;+ ! @B`9P!pA\ ~zAK '?t ̃! @$AzA77Aޕ?Ko7oTzJ?_åG_/KiH,KodAeB۵3_ni}ۆmK ɨf.܁E+kmkk / ,!9 O endstream endobj 53 0 obj <> /Height 516 /Type /XObject >> stream )H .!AAtyN@pc>O}zy~+/%_\G%..@ 9^z)=K_ %D/v] d _  endstream endobj 54 0 obj <> /Font <> /ProcSet [/PDF /Text] /ExtGState <> /Pattern <> >> /Type /Page >> endobj 91 0 obj <> endobj 94 0 obj <> endobj 112 0 obj <> endobj 113 0 obj <> endobj 114 0 obj <> endobj 115 0 obj <> endobj 117 0 obj <> endobj 118 0 obj <> endobj 120 0 obj <> endobj 123 0 obj <> endobj 125 0 obj <> endobj 127 0 obj <> endobj 135 0 obj <> endobj 136 0 obj <> endobj 137 0 obj <> endobj 139 0 obj <> endobj 528 0 obj <> /Outlines 112 0 R /Metadata 138 0 R /PieceInfo <> >> /Pages 137 0 R /PageLayout /OneColumn /StructTreeRoot 140 0 R /Type /Catalog /LastModified (D:20060110192755) /PageLabels 135 0 R >> endobj 529 0 obj <> endobj 530 0 obj [531 0 R 532 0 R 533 0 R 534 0 R 535 0 R 536 0 R] endobj 531 0 obj <> /A 570 0 R /H /I /StructParent 1 /Border [0 0 0] /Type /Annot >> endobj 532 0 obj <> /A 569 0 R /H /I /StructParent 2 /Border [0 0 0] /Type /Annot >> endobj 533 0 obj <> /A 568 0 R /H /I /StructParent 3 /Border [0 0 0] /Type /Annot >> endobj 534 0 obj <> /A 567 0 R /H /I /StructParent 4 /Border [0 0 0] /Type /Annot >> endobj 535 0 obj <> /A 566 0 R /H /I /StructParent 5 /Border [0 0 0] /Type /Annot >> endobj 536 0 obj <> /A 565 0 R /H /I /StructParent 6 /Border [0 0 0] /Type /Annot >> endobj 537 0 obj <> endobj 538 0 obj <> endobj 539 0 obj <> endobj 540 0 obj <> endobj 541 0 obj <> endobj 542 0 obj <> endobj 543 0 obj <> endobj 544 0 obj <> stream HVnF}W#YX4 Kb$faNVJbBqewfejEΜs朡7oo>\o^^_̇,f7xf,}\| RAOVJB $Дs}o|֭?R?rQ-~J&n"zxvZWI<ߞmSIROO8c}4LFPէ?5;#-CiY7wFT^%+_jcH(Ɓ=/s=.Ĺ[Jc߆򾼻*OuO*0/Faz`,j&w[)Bq`q]GM2%65(;{ݶMt#:p3y+7uxĆb14nyrƞzyx%\W|:TPMTQ)GtVv](\ª;#OS6+d7)` nk~S\/ajX:H;΃Qn@%:bZ r(12#hx43c -WϜfA9TV%TllxWqO{+呙|(5J^#_z Ŏ8ٸ1at\@a MykٱB~tXW2XSYHOF~[Ȧ!b >7+{4 v;5QDn\= -^bY\LM110t6(%Z%A$ĪkHo:<:/9ښC:wB~%ي4(tS, ,c MW-?EBV|(s(n -kAkI|e3ڧx>P7%hRռ%qE  Ե re9Yn*-;4fe_0HlEc,hu8Z0[!Vf5,5> endobj 546 0 obj <> endobj 547 0 obj <> endobj 549 0 obj <> stream H|Vr6}W#ٱh(j&N}INgbv`"a )E0XДdwƲ)=8{,,X) bY1x,x8<=|WZQu~}a.!! Xd͂$PU.ZxR 浪@ 4jݷ ,6A˜-)DyE]~c3oxm4"WJRd| , /U[p+wL}7k?  قd`jiO<@֎*z-_DOIix]2G &׷09 >^\>~ww`13^9xp<qch;m321Xւ*0b ~>ثITqm Ҝzl ֥뒈gl.lVnТip 8ja 7Rәk41'MX]flݣo+?yј4VFKG" d$DGQJ#*3E͗F<%[%smW{: M"a6}n_xz#p==^pl:;uXy2&$= )_12߾ǡck8UdjΡwkDݞF ӥV,gʭ{J^ ʖHUe:xy^4s>;w22w.KEKT$ ](XQ\8 {_ ѻh9eaW[t,; - Gl(j%ڔN}&ߩHMjvmCk\ +<> endstream endobj 550 0 obj [/ICCBased 561 0 R] endobj 551 0 obj <> stream HVM6WQ b.DRbYtA[r$JII7vsA3޼!p}}u?۷8xWs7*84 i4#Fg`1q5͌' wL_!mWi|$j$%9a'${F`F }8; 1̚ȄьIn#[4Í:dN u<$NyqD*(1zkQ'f&J^D04]a&# D3tZr j]z iBЮB[erjLf+WY٢w\}lʪ+LٹPH6'Ƙ %S'lg`G9AwA`Rb!@=2-".DP#065'C~GQr([dyo2o_CV-υ9*ƭ"v俯%}Q@=<8ۖ-}3;"l#ImȴM[ E8 @SAO'of㓀XMS,! oy=`Iǚ){*7e7lv]HChy+6n]Wl۔y֕u:jplʰy*1ŧ1Z}W1S[X+ujOW .T/Vr V)%$hE_=%,ɗb[ ov)^1Mjf 뺯,'C sG O00xL;8=!2{ 0F@F3߱`U7emjtTvYITOzPNo 1V&ؗyBlw,8=l3KjaYgUgi~T.^hC)ae1He&5 0apTN <~@ :&4on:oϹnʭv=nǂ$j> +Mz% %(ĝW ^qliCZe#h4Lw N+ ʌ6憺=~Q>aߐ[) szGl b=۱@YI4c0:IN %ߢ睊>$\$IBJ&3O`mAMH<;>L0 Ohq"$ TB> stream HVɎF+(P0 O0$nA1Hr}l_@kVګ癱fj5@矊  3 K @Q )uu )|:1٩f%bU!x-Ɓm1J/~/88OkUb5܃}z5B #4XMx6#т53JA0FS62mU6ڽ%͡?wk@Y!jm*(ʥ`u-ŁjяJ,xݫo!&ꣽ>f W=(Am?N  26]uF04r`TMweKG8 +.mZG AREpK+H=Dk&`_3KEt* bةNE35ikx՟t֐ 2X#H,|*i;6P&>֟.=kNlO{>I6]75[lv,~Ogrt&dy^xrd3 Uu97]٢s}ܕcLD;M$џcݢ剝6ˎ(wCO+}NT;W:c[#:_K7 NޫkW?rBo?< 0i6z)vcd0ܜ Lch̸bg#6}}q'N r2ݝ<ڝw*N.{u&i_h 73+p(XǛ p: endstream endobj 553 0 obj <> stream HV1 +$7M?a Q6`xH15jy9Qq)RLjUAB(%*yݖS͘ V%Di8`^ylA{9,׃[B},>gOﾲ#o+iy~*뷿F#qp[sk9;6{@=ӄ|]9 \<8жpyP8kd\NEV5A0]E]mRŽGvaUr4!PFi4QiqI!h)mRGE*B5dVg'RT%TwT%&U)8r,{CSvUcW[5TqlGvar 2| "tiFCIHrge-j2q7`=vo!GadV;ON_fryx).)djulsYh.AN2~NT,5=ƛHE̺hd|Ím [6dˈ`JY & NLnNQ5[/ͮ"ȂXy4 7BՎɀ2̤*ѴM}*8K׊-Ϗt/S j4$XҀڍ 0nTMz} H~<zraml֝M\ϟ$w6G&|DF2*纠k~z90硗l.a endstream endobj 554 0 obj <> stream HVn6}Ẉ0[`[jdɕ5J$Y#Ϝ3*' XDU-J04LɹYݿYY p2NM-R_^q*͵.XsUAӌbq! KVa|o.9ɔbH 24DALa;0 1(z`Z$W.kHYٶUTrfVvRX3cfhBHDtv#N4 L&v3ՅBwXo6&ʹRJi tEu4MZ9J3:)uگ-|V,UQZ@EPM\;.Q0~)D RQ1?}AgQv\]=~(+a HQ m3Uէ9b>#F49 )#+z5)G-G-0 VY:0mymzc@Ű$܌p9nX(p/#>] =7@F))Fd3i{NF7z #_ B)ApxI<8qdPuQ_dĜ,yi1Y$kD%gge*0\%ɗ`}%qu}ccR&Gv :vp8kD"p2Úc}C>0:2%Hń PIϬ8~@ãob8t?m(-n**ߠzSk=@?tPo0F1)sIik4g2lb4^U1XRwLa8怪Kq=ZU69mxX{p^ʱ Gf,33eZVGՉqNsá+?5o~Ўp܅ zџݲZI5pG*u1O6ڻls<}/VFz5Rv_tҞ0Cո.L ,c*ӬqQ1,d{I}hCcvPۥn@ug׶۰C8mbBg)F |gL*^=Fj9In5wL9]Oϑcäts3a9`O j ubxvשVl lZqΰ6aG4Z8j'gYKzZFĉB˳VB)' endstream endobj 555 0 obj <> stream HU0^$t?!!_b;޻Ͳ+335.)#@pmݖ+BrzX i,ᝰ8C8 3~봊X>x_~,w\|&;G?E}B"3qF*LDy˧/wϿo9sʄ3b5eQX`Yki{ke"m-@-sbGJ˦gl+]Z"2oiקOjwJ e1f5(ʞ(*dVK>ǑנiuPAs5aM,31FGvF~2d^ ,>c`ٛ>xV+~<i,d{ͶP3%:J+Uz{zg?bI1D #b#R(9Z8 :+Dz GwT/=cc%;#˼#7h=/hIL&ɮJ:ȞX0JwxԾF_ "u0F|3}ɺ$>2/~嵏)92Na])QS>WknؤYef3=s$M~󶘊Cfr#?bF~s>Ps#,V`iQ86wʵ+NڑvM0Mq49U4uBvqx8;`l\^ endstream endobj 556 0 obj <> /Height 330 /Type /XObject >> stream ((PB   (AA PAP,, ðpa 80pÆ 8` 8ppÇ endstream endobj 557 0 obj <> stream H쐱 0 ip2GF(A Cu@ 8ē|ST*ް\flx/%.*xOء Ra<dvi/Gȩ_Ͽo&V%+Cs endstream endobj 558 0 obj <> /Height 372 /Type /XObject >> stream Cdp:D!ӤZ5PR`܃ S5A(J*@@tCb,3}}mm[ cڰaC5@@ endstream endobj 559 0 obj <> /Height 372 /Type /XObject >> stream ) :pN1An}7K{'_Wm-a+ pV Wjµ (aAC endstream endobj 560 0 obj <> stream H|VnG+8 VooB@&ȉ,fOU,dE(W g*,@'iP\LO a(Kh?DL'qXP09o)SrFSqR'<0!0=-uιJ~r%<<9&Yp.QrYrֈ*)!hĉ`)N )GT',ÀI,U@??xvGP ޾}'97FNl 9CCwҘ7XLrv\Dy GXy%*)3QqF: M!ʥ}cAƨ_7_fK f˦:`C۟N0vH{GUQG%-ܾ.RfZ0 Pku2X7p} Gjj$==WH\=WT*O5g2|j;݆__Ӟo^O endstream endobj 561 0 obj <> stream HyTSwoɞc [5laQIBHADED2mtFOE.c}08׎8GNg9w߽'0 ֠Jb  2y.-;!KZ ^i"L0- @8(r;q7Ly&Qq4j|9 V)gB0iW8#8wթ8_٥ʨQQj@&A)/g>'Kt;\ ӥ$պFZUn(4T%)뫔0C&Zi8bxEB;Pӓ̹A om?W= x-[0}y)7ta>jT7@tܛ`q2ʀ&6ZLĄ?_yxg)˔zçLU*uSkSeO4?׸c. R ߁-25 S>ӣVd`rn~Y&+`;A4 A9=-tl`;~p Gp| [`L`< "A YA+Cb(R,*T2B- ꇆnQt}MA0alSx k&^>0|>_',G!"F$H:R!zFQd?r 9\A&G rQ hE]a4zBgE#H *B=0HIpp0MxJ$D1D, VĭKĻYdE"EI2EBGt4MzNr!YK ?%_&#(0J:EAiQ(()ӔWT6U@P+!~mD eԴ!hӦh/']B/ҏӿ?a0nhF!X8܌kc&5S6lIa2cKMA!E#ƒdV(kel }}Cq9 N')].uJr  wG xR^[oƜchg`>b$*~ :Eb~,m,-ݖ,Y¬*6X[ݱF=3뭷Y~dó ti zf6~`{v.Ng#{}}jc1X6fm;'_9 r:8q:˜O:ϸ8uJqnv=MmR 4 n3ܣkGݯz=[==<=GTB(/S,]6*-W:#7*e^YDY}UjAyT`#D="b{ų+ʯ:!kJ4Gmt}uC%K7YVfFY .=b?SƕƩȺy چ k5%4m7lqlioZlG+Zz͹mzy]?uuw|"űNwW&e֥ﺱ*|j5kyݭǯg^ykEklD_p߶7Dmo꿻1ml{Mś nLl<9O[$h՛BdҞ@iءG&vVǥ8nRĩ7u\ЭD-u`ֲK³8%yhYѹJº;.! zpg_XQKFAǿ=ȼ:ɹ8ʷ6˶5̵5͵6ζ7ϸ9к<Ѿ?DINU\dlvۀ܊ݖޢ)߯6DScs 2F[p(@Xr4Pm8Ww)Km endstream endobj 562 0 obj <> stream HW TSWYD&C $ ʢ5ϲDk O)*$*VK]pA*j+*Z2=S [Emdj]u:Au9g̙=~@) Z['`Y>ʄRH~d㣐li՗@^Gh[]f=r 쳼#f8`uS /%-SȓƮu E6%{f<a|fqk5X:&_7ui(`f@Q̍q}ϻ,\w6i`nD#-U4W ˛7i3?<_peq%'؛|NW I8H-k:G>ET.9`~ @(z@j%XhDP%i![5j Gi$fðtXjLƕx2*:]NƐ5AMCww4 13ˇ:?/f&D&VƜ5H( 󘔮jغ2|dPɗ7<+8 );5[MxqQWh~XU/t6s"EֺG&l]wݥU %x_1kÙ@WlR=̮]lW2c?%8Yl3 Jُ ,O𣋗wU][Pn;udGs -n\ig' ۱+}%j#޻-vVe0'Gķ.l'J%04k9lSSeu7 kMcח1%WN=}*B8 P `zLR&AA;%G`Q"%1"RXIdH!Cf GFQJ2kv4A #0y-K%0%Q$$ʬ( 04:l#So&4i‚`"vV.|]$LhUyȶجA?zݫGykWHvX~3K2M"vCDS*7ڪ:ob{G향7}-[5ci+~ϻC{գng1Y *qߋ7ޗs.[aUllYcnfRZwd_}2\Krm#P!w.`.)1 Wo.brFbqجR⪿WuVqе_($݀ z1˯ˮ?V PDc<4FS7׆1Ѵ tqt&FA9QO.&C8@54) E;H#m.PMi{_^z#4DԚhBXi81  0H4 fz7tueX ZA F9rL%0B¨GRY@ E-JL(aذHAVp"k&)zJj~(ԓlT5:%*h:\ VS PЧ')8j2NSbnfh0-nwx"RZW'@mFXJui S>x<-k*R#; EC%p?(,{v%r 2"r# r̀*g(EE a QQeՏ$ކk7=3U]~j/'.rA[d=F*{omV,Q(B*$Q;K_ P8`So;GR*t-]Z$WtRpT*vSPu[chaPZ JBũ/s8*pvPaǠTc1"2BXцUxdX;130daI܉AQ aB U&Qh$AqBPHHBlwbrFؽTvMG"TJ"pGjZɅlz RB\U籂G#On8_=a4b6o')BTdPϧKߩtƜ\?=ړNɾ6:HqJWZ~Xr mV<6+9︮: 0K?S10/\-ck\mvݍ3F_Kת߶#ۧYsC?Mm(XLrw?R=  *7K&km0Ej)>6!,>yMi K W̘"cG%v#r/n8>/Qy?.Q'~*:^+PW^81୫?wJF%gOll2*)rUMgk9R^YI;u/cǤ}Y떌qZD. VFϹ|Mmh\okotlWu+o_Lk _w0J5>v3do&R*uGFZpnKKyG4Ϥ_H2Y: Wjg6;<iIfM ƩnoCJ0L{VzW+9kȭfL_´ Ѝ;UZ>: z}Jwnye8ԭ!F{z+|tub`cH|}Ԣ(2Y<>7e;>Q-`Ҹ̩j>2ۧf$߽)( 0v3}^\~=cO=[iᮐ|B~6M~JK塊QCh4]R}/+=c_|̯*}) X$5%Cx;@ `?Jp:z0& B#ppl'dW{~Q8%4__VHp7Q(x@,!ΞbԲ+> JpQLMAHL(^h} s"?Bdk1F,Ch=x8# A Gbb[YQB1\!O ռS9[Y|k qhbX I .,Ě[J|HDt2aY Ke-٭&zI%AeIĹ!h].J>WR|V|J+Cx f;JZkQhC을*[נ݆x->C2Oye))5%sD9On!J "tMt+Mw;s-^9(|%oK%%JITӦ/*,2TgqLMKHwsq-|\3bB"$^6` !JMBA_o ϡ3NJȥ;KE2=s3&:;ML'U`+l{hRGx7q]swWkI~F,k-M+K2/G*Am tR 㐊Q&-ʹ6aWR:_̴>Bdg`ecL+}{=޽sV?*>#_h's2ٷtnO?!;K w ;݀n /pIss9rRhB߼ѝM;굺ښ*6ZUQ,+-).rm7[dI +Ъ8n $ TAQFM3e>gXkĦ W"BJ!1 gM^2;xC8 %q%B&ƒxK[Cjh꫇5|hz2Mډpe4r!fE+pa彑E.SV(tf@ C08/dl0 Fԑđa0n}].ί׺d9n2y^k=5 }9oW<م_*FM1J0&Whک%qn*O{f+*-(.H!Jo6Jaӛ6瘂LsE*KXFc"2`&1ϚQ?$hAЋӼPu>ϝ8/4Ci)β.ryyͩ "~+H/K)E)%vKRJR^)M*M$VYEY9L_, &oX6:> 8"suG(~-YRp,MȴR=!0ː,Mة=d.r0HCtHjXAeQ; uD!:҉g~Hϵڃ˩79>W$K4eJSL2Jz):3mbL WIW#801g%_˽ TŇMkhjXI'dNdd0GóA=QaczPnzCst:2#fE~HiaYiG1#F:I7ǤW|+NU1:Km'yk8q]x{]!|A_p0&ʗS9i󸮓r*j'h]O 0f2:MA'M*J(Y~{ar9j[bEY*"vIG1I `Xɡhrv.2z[{ooֵPwuku4)Lm&2d<1A" D'b4_%1./c#ʽxmADTwDhC3~gk^?\u!BV\lM2ZԳ{cDgKo'v 3(k2[V8X~ V0͢ʙv"6d  $; eMRy&9UuT{_Hwߖq#.02ZFTLi,p0{KkOg4֩+N9M6itvRd7fxJOijB2Dlވ2C-'fmn$Y"-l'K+ AjI,M>h{ֺzKZ U-z1ɍSXB˜yN/J9i}Lx;u56.TyQ/®燅pf+OU;;#ɡR}yĸ7ܠ0# TVɟ46Sz  6wQNDW7\ &rϙ;LmrE2,m( VAxa] 2GfkC3CV%M<ĵ߃ to0g˗Xog ^zh:?o,6fPy՝q2OO>NO>l$_LoZ9EBYP NRYmI/.a-&bl: kW7_\LJ_B.CDWE_ぱ{0|P ^6xeG~ [> endobj 564 0 obj <> /DW 1000 /Type /Font >> endobj 571 0 obj <> /Height 378 /Type /XObject >> stream $ @ tӧD3>d]" ^+ +  AՊjըj†R<@ endstream endobj 572 0 obj <> /Height 216 /Type /XObject >> stream tW8!HSaXI5 BTAa `? =?O B &=AOM?OT~T$>AD3 2 S nAH @7 | ނ t} A?OI>tOB~WvޟII/&MR{?O}>__OMi_5)__A ޺o{[__ۿm+_km_nm+_moKm+  mkkam P_` A-  \qi kkkkkȄ鰿 ma [ ___  /"> /Height 216 /Type /XObject >> stream `HA{n}MD_AK_o~[W[߯}__\a endstream endobj 574 0 obj <> /Height 324 /Type /XObject >> stream P CA rT8" D6 ϩrA0@AxAA4}=}=4}=44ziƚ7 h!τ aAQ tzAt=Izopo}Kz}=oZOߏrP _ItLJe6'PZ dz@ ')_/8A_HhD2C4% ܂q?\,4 yzފs^N=uIא5[[[K'[Xk҆Ն`00X0R !0`AlSlWkki[M4kikMvh4-M0k ` 0@AȠrH ʨx"? endstream endobj 575 0 obj <> /Height 324 /Type /XObject >> stream + +8NN<t7qbH&E$!!26@Fa ( ` Bh<'OA4ihi jg;D 7iH7xNNOtMM=V&_޿UuDM [j_׵uui6]5a~] V-^ ( d:DZLlT_![LAO[[[MmoaAMa 0X0P!JR`'~@ endstream endobj 576 0 obj <> /Height 504 /Type /XObject >> stream "I5 RL o?? 'sD oO_L_XG2k_iWTҿ- A0Ԉ; o -[ Ƞq  Q W endstream endobj 577 0 obj <> /Height 504 /Type /XObject >> stream 5,-]]]]]]Az_^ץzz^^ץzz^^ץzz^ endstream endobj 578 0 obj <> /Height 372 /Type /XObject >> stream  :8OtC9^n}=&&N_[Kkmv- Zj5aC )  endstream endobj 579 0 obj <> /Height 504 /Type /XObject >> stream !pI5 RB@g;77OMIȂ2zo_!RJmbjD[ao[ ||#F%_ endstream endobj 580 0 obj <> stream Hϱ 0CQmP.R\ ,/i_MIQE_OX[5[Τ#kWȢ*KpC2޷' endstream endobj 581 0 obj <> /Height 504 /Type /XObject >> stream PRJ9+0A AR!(\ zApA}zzIҬ' Q Aap@H1 A}a7_I$*o?['_z?KOï/_zdAU۵#JXw_vu_pv_a/ma-a.MC3 ح+kmamᅶ_ lYc&B^8O{{ endstream endobj 582 0 obj <> /Height 504 /Type /XObject >> stream jD&8 Az  tzt^UAI`!(l&0(T*@@H (@Z$޿j MFv p႐0H  endstream endobj 583 0 obj <> /Height 324 /Type /XObject >> stream Wpt'NCE8>n}b ECɨCB` 0nKBdh?2.XA ?AAL'Ӎ?A d;@aA#Xch'H=H?zoӥm.'}HWHUDB? D_]m^~KV[Va+[ _ [V߆a $H  ׏bب:ݐ Ml-5k &[aa  ,A " !u2"ZɨO~ߏ endstream endobj 584 0 obj <> /Height 510 /Type /XObject >> stream •eA#AL*d.= @p t5'O?O]>YbTC9 @ 7OAM$ V$[&LgKֵi_5)?W__t" /쁞ݯ!m]ak_߆_]K K[l0\ntH+kmkk_ l0 00p;T ' endstream endobj 585 0 obj <> /Height 510 /Type /XObject >> stream IADzA'Z =&}'3\|.(lPe`"`x% 3k.Qh1.7^_)}u\ x]]ppadq@ endstream endobj 586 0 obj <> /Height 378 /Type /XObject >> stream `$  ӧh8O:O^YQ… AরiJTfQ4\ ֹH~Buuᅰ`;Vj R<@ endstream endobj 587 0 obj <> /Height 330 /Type /XObject >> stream AB (AA PAB PA@XX, 0pa0pà 0Ç endstream endobj 588 0 obj <> /Height 324 /Type /XObject >> stream +l:'t On}7OLSذRTMB *a dh6 ‚E?APA? M=?z&Avs$Az :7 '7N&OT2u_V  dAe,޿ko߶{Vڶ+[J5i64 a ~ ( @0PS![LA^m5A5[  ,0Xaoᅃ0an" ! Hu0Eh8'?~@ endstream endobj 589 0 obj <> stream H쐻 0 D(RfFa4Q2%E |StBP(Cp&.0AWԹͲւB{:7 ՔWs4ڥkʬnn oBD endstream endobj 592 0 obj [777 250 250 250 250 250 250 250 250 250 777 250 250 777 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 333 555 500 500 1000 833 277 333 333 500 569 250 333 250 278 500 500 500 500 500 500 500 500 500 500 333 333 569 569 569 500 930 722 667 722 722 667 611 778 778 389 500 777 667 944 722 778 611 777 722 556 667 722 722 1000 722 722 666 333 277 333 581 500 333 500 556 444 556 444 333 500 556 278 333 556 278 833 556 500 556 556 444 389 333 556 500 722 500 500 443 394 220 394 520 250 500 250 333 500 500 1000 500 500 333 1000 556 333 1000 250 666 250 250 333 333 500 500 350 500 1000 333 1000 389 333 722 250 443 722 250 333 500 500 500 500 220 500 333 747 299 500 569 333 747 500 399 548 299 299 333 576 540 333 333 299 330 500 750 750 750 500 722 722 722 722 722 722 1000 722 666 666 666 666 389 389 389 389 722 722 777 777 777 777 777 569 777 722 722 722 722 722 610 556 500 500 500 500 500 500 722 443 443 443 443 443 277 277 277 277 500 556 500 500 500 500 500 548 500 556 556 556 556 500 556 500] endobj 593 0 obj [777 250 250 250 250 250 250 250 250 250 777 250 250 777 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 333 408 500 500 833 778 180 333 333 500 563 250 333 250 278 500 500 500 500 500 500 500 500 500 500 278 278 564 563 564 444 921 722 667 667 722 611 556 722 722 333 389 722 611 889 722 722 556 722 667 556 611 722 722 944 722 722 611 333 277 333 469 500 333 444 500 444 500 444 333 500 500 278 278 500 278 778 500 500 500 500 333 389 278 500 500 722 500 500 444 480 200 480 541 250 500 250 333 500 443 1000 500 500 333 1000 556 333 889 250 610 250 250 333 333 444 444 350 500 1000 333 979 389 333 722 250 443 722 250 333 500 500 500 500 200 500 333 759 275 500 563 333 759 500 399 548 299 299 333 576 453 333 333 299 310 500 750 750 750 443 722 722 722 722 722 722 889 666 610 610 610 610 333 333 333 333 722 722 722 722 722 722 722 563 722 722 722 722 722 722 556 500 443 443 443 443 443 443 666 443 443 443 443 443 277 277 277 277 500 500 500 500 500 500 500 548 500 500 500 500 500 500 500 500] endobj 594 0 obj [777 250 250 250 250 250 250 250 250 250 777 250 250 777 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 333 419 500 500 833 777 213 333 333 500 674 250 333 250 277 500 500 500 500 500 500 500 500 500 500 333 333 674 674 674 500 919 611 610 667 722 610 610 722 722 333 444 666 556 833 666 722 611 722 611 500 556 722 610 833 610 556 556 389 277 389 421 500 333 500 500 444 500 444 277 500 500 278 277 443 278 722 500 500 500 500 389 389 278 500 443 667 444 443 389 399 274 399 541 250 500 250 333 500 556 889 500 500 333 1000 500 333 943 250 556 250 250 333 333 556 556 350 500 889 333 979 389 333 666 250 389 556 250 389 500 500 500 500 274 500 333 759 275 500 674 333 759 500 399 548 299 299 333 576 522 250 333 299 310 500 750 750 750 500 610 610 610 610 610 610 889 666 610 610 610 610 333 333 333 333 722 666 722 722 722 722 722 674 722 722 722 722 722 556 610 500 500 500 500 500 500 500 666 443 443 443 443 443 277 277 277 277 500 500 500 500 500 500 500 548 500 500 500 500 500 443 500 443] endobj 595 0 obj [750 277 277 277 277 277 277 277 277 277 750 277 277 750 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 278 333 474 556 556 889 722 237 333 333 389 583 277 333 277 277 556 556 556 556 556 556 556 556 556 556 333 333 583 583 583 610 975 722 722 722 722 666 610 777 722 277 556 722 610 833 722 777 666 777 722 666 610 722 666 943 666 666 610 333 277 333 583 556 333 556 610 556 610 556 333 610 610 277 277 556 277 889 610 610 610 610 389 556 333 610 556 777 556 556 500 389 279 389 583 277 556 277 277 556 500 1000 556 556 333 1000 666 333 1000 277 610 277 277 277 277 500 500 350 556 1000 333 1000 556 333 943 277 500 666 277 333 556 556 556 556 279 556 333 736 370 556 583 333 736 552 399 548 333 333 333 576 556 333 333 333 365 556 833 833 833 610 722 722 722 722 722 722 1000 722 666 666 666 666 277 277 277 277 722 722 777 777 777 777 777 583 777 722 722 722 722 666 666 610 556 556 556 556 556 556 889 556 556 556 556 556 277 277 277 277 610 610 610 610 610 610 610 548 610 610 610 610 610 556 610 556] endobj 596 0 obj [750 277 277 277 277 277 277 277 277 277 750 277 277 750 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 277 278 277 354 556 556 889 666 190 333 333 389 583 277 333 277 277 556 556 556 556 556 556 556 556 556 556 277 277 583 583 583 556 1015 666 666 722 722 666 610 777 722 277 500 666 556 833 722 777 666 777 722 666 610 722 666 943 666 666 610 277 277 277 469 556 333 556 556 500 556 556 277 556 556 222 222 500 222 833 556 556 556 556 333 500 277 556 500 722 500 500 500 333 259 333 583 277 556 277 222 556 333 1000 556 556 333 1000 666 333 1000 277 610 277 277 222 222 333 333 350 556 1000 333 1000 500 333 943 277 500 666 277 333 556 556 556 556 259 556 333 736 370 556 583 333 736 552 399 548 333 333 333 576 537 333 333 333 365 556 833 833 833 610 666 666 666 666 666 666 1000 722 666 666 666 666 277 277 277 277 722 722 777 777 777 777 777 583 777 722 722 722 722 666 666 610 556 556 556 556 556 556 889 500 556 556 556 556 277 277 277 277 556 556 556 556 556 556 556 548 610 556 556 556 556 500 556 500] endobj 597 0 obj <<>> endobj 598 0 obj <> stream endstream endobj 599 0 obj <> endobj 600 0 obj <> endobj 601 0 obj <> endobj 602 0 obj <> endobj 603 0 obj <> endobj 604 0 obj <> stream /P BMC BT /F0 1 Tf 12 0 0 12 149.34000 681.30000 Tm 0.00060 Tc -0.00060 Tw 0 g /GS0 gs (N-Gram Based Filler Model for Robust Grammar Authoring )Tj ET EMC /P BMC BT /F1 1 Tf 12 0 0 12 306 667.44000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F2 1 Tf 12 0 0 12 187.14000 653.52000 Tm 0.00020 Tc -0.00020 Tw (Dong Yu, Yun Cheng Ju, Ye-Yi Wang, Alex Acero )Tj ET EMC /P BMC BT /F1 1 Tf 12 0 0 12 306 639.60001 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT 12 0 0 12 198.06000 625.62000 Tm 0.00050 Tc -0.00050 Tw (Speech Research Group, Microsoft Research )Tj ET EMC /P BMC BT 12 0 0 12 180.89999 611.64000 Tm 0.00040 Tc -0.00040 Tw [({dongyu, yuncj, yeyiwang, alexac}@m)6.11877 (icrosoft.com)5.79834 ( )]TJ ET EMC /P BMC BT 10.02000 0 0 10.02000 306 599.52000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F0 1 Tf 10.02000 0 0 10.02000 148.38040 587.64030 Tm 0.00040 Tc (ABSTRACT )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 54 574.08000 Tm 0.00110 Tc 0.06889 Tw [(W)5.21851 (e)-1.77002 ( propose a technique for rapid speech application )7.85828 (developm)6.97327 (ent )]TJ 9 0 0 9 54 563.52296 Tm 0.00090 Tc 0.03580 Tw [(that )-6.75964 (generates robust semantic c)]TJ 9 0 0 9 170.58595 563.52296 Tm 0.00040 Tc 0.03630 Tw (ontext-free grammars \(CFG\) given )Tj 9 0 0 9 54 552.96593 Tm 0.17630 Tw [(rigid CFGs as input. Users speech does not alway)-12.16125 (s)3.86047 ( conform)5.98145 ( to )]TJ 9 0 0 9 54 542.40889 Tm -0.00011 Tc 0.13680 Tw (rigid CFGs, so robust grammars )Tj 9 0 0 9 178.08302 542.40889 Tm 0.00130 Tc 0.12869 Tw (improve the callers experience. )Tj 9 0 0 9 54 531.85185 Tm -0.00060 Tc 0.18390 Tw [(Our sy)-13.71765 (ste)-2.70081 (m)4.33350 ( ta)-2.63977 (ke)-2.60925 (s a)-2.57874 ( simple)-2.47192 ( )7.53784 (CFG )]TJ 9 0 0 9 180.35994 531.85185 Tm 0.00090 Tc 0.17580 Tw [(and then generates a hy)-11.07788 (brid n-)]TJ 9 0 0 9 54 521.29482 Tm 0.00060 Tc 0.10941 Tw [(gram)5.23376 (/CFG )-6.66809 (that )-6.62231 (is written in the W)4.62341 (3)1.64795 (C SRGS form)5.81360 (at and thus can )]TJ 9 0 0 9 54 510.73778 Tm 0.00101 Tc 0.14900 Tw [(run in m)6.30188 (a)-1.69373 (ny)-11.65771 ( standard autom)6.54602 (a)-1.43433 (tic speech )7.69043 (recognition )7.84302 (engines. )7.94983 (The )]TJ 9 0 0 9 54 500.18074 Tm 0.00070 Tc 0.04260 Tw [(hy)-12.78687 (brid )-6.72913 (network leverages an app)]TJ 9 0 0 9 173.40298 500.18074 Tm 0.00079 Tc (lication-independent word n-gram )Tj 9 0 0 9 54 489.62370 Tm 0.00110 Tc 0.06889 Tw [(which can be s)4.36401 (h)1.38855 (ared acros)4.51660 (s)4.53186 ( different)]TJ 9 0 0 9 188.57703 489.62370 Tm 0.00121 Tc ( applications. In addition, our )Tj 9 0 0 9 54 479.06667 Tm 0.00079 Tc 0.00920 Tw [(tool allows developers to )7.49207 (provide)]TJ 9 0 0 9 174.48294 479.06667 Tm 0.00180 Tc 0.00150 Tw [( a few exam)6.74438 (ple s)4.79126 (e)-0.19836 (ntences)4.89807 ( to adapt )]TJ 9 0 0 9 54 468.50963 Tm 0.00121 Tc 0.28880 Tw [(the n-gram)6.31714 ( for im)6.42395 (proved accuracy)-11.35254 (. Our experim)6.82068 (e)-1.15967 (nts)4.88281 ( s)4.91333 (how )7.98035 (the )]TJ 9 0 0 9 54 457.95259 Tm 0.00070 Tc 0.07600 Tw [(robust CFG has no loss in accuracy)-12.37488 ( )7.64465 (for )7.69043 (test )7.73621 (utterances )7.87354 (that )7.93457 (can )7.98035 (be )]TJ 9 0 0 9 54 447.39555 Tm 0.00079 Tc 0.04250 Tw [(covered by)-11.68823 ( the rigid CFG, but o)]TJ 9 0 0 9 171.35994 447.39555 Tm 0.00040 Tc 0.04289 Tw [(ffers large improvements )7.88879 (for )7.94983 (cases )]TJ 9 0 0 9 54 436.83852 Tm 0.00101 Tc 0.09570 Tw (where the users sentence cannot be)Tj 9 0 0 9 187.80304 436.83852 Tm 0.00079 Tc 0.09590 Tw [( covered by)-11.23047 ( the )7.84302 (rigid )7.91931 (CFG. )7.99561 (It )]TJ 9 0 0 9 54 426.28148 Tm 0.00160 Tc 0.06841 Tw [(als)4.21143 (o)2.22778 ( has)4.28772 ( a m)6.33240 (u)2.34985 (ch better rejection fo)]TJ 9 0 0 9 181.50307 426.28148 Tm 0.00110 Tc 0.06219 Tw (r utterances that contain no slot )Tj 9 0 0 9 54 415.72444 Tm 0.19560 Tw (at all. With a few example sent)Tj 9 0 0 9 176.57996 415.72444 Tm 0.00090 Tc 0.18910 Tw (ences for adaptation, our robust )Tj 9 0 0 9 54 405.16740 Tm 0.00140 Tc 0.04190 Tw [(CF)4.22668 (G can achieve the recognition accuracy)-11.29150 ( clos)4.76074 (e to the clas)4.91333 (s)4.94385 (-)1.93787 (bas)4.97437 (e)-0.01526 (d )]TJ 9 0 0 9 54 394.61037 Tm 0.00160 Tc 0.00169 Tw [(n-gram)6.27136 ( LM)4.31824 ( cus)4.36401 (t)-0.62561 (om)6.42395 (ized for the application. )]TJ ET EMC /P BMC BT /F0 1 Tf 10.02000 0 0 10.02000 126.53999 370.80000 Tm 0.00301 Tc 0 Tw (1.)Tj /F3 1 Tf 10.02000 0 0 10.02000 134.09505 370.80000 Tm 0 Tc ( )Tj /F0 1 Tf 10.02000 0 0 10.02000 144.53596 370.80000 Tm 0.00101 Tc (INTRODUCTION )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 54 354.24001 Tm 0.04890 Tw [(W)5.21851 (h)1.23596 (ile )-6.74438 (we have seen great progress in speech recognition accuracy)-11.00159 ( )]TJ 9 0 0 9 54 343.68297 Tm 0.08890 Tw [(over the last decade, building good telephony)-11.23047 ( speech applications )]TJ 9 0 0 9 54 333.12593 Tm 0.00121 Tc 0.10210 Tw [(is )-6.77490 (still )-6.71387 (expensive )-6.59180 (because of the long developm)6.77490 (ent cy)-11.13892 (cle required )]TJ 9 0 0 9 54 322.56889 Tm 0.00160 Tc 0.16840 Tw [(to get the application to a level accepted by)-11.24573 ( callers)4.85229 (. One of the )]TJ 9 0 0 9 54 312.01186 Tm 0.00079 Tc 0.26920 Tw [(barriers )-6.71387 (in developing such appli)]TJ 9 0 0 9 181.98001 312.01186 Tm 0.00101 Tc 0.26900 Tw (cations is the development of )Tj 9 0 0 9 54 301.45482 Tm 0.00090 Tc 0.10910 Tw [(grammars )-6.68335 (that )-6.63757 (recognize )-6.50024 (the users input. In an automated movie )]TJ 9 0 0 9 54 290.89778 Tm 0.00140 Tc 0.14191 Tw [(ticket line, a developer may)-11.47461 ( use )]TJ 9 0 0 9 178.38007 290.89778 Tm 0.00050 Tc 0.13620 Tw [(the )-6.34766 (prompt Welcome to movie )]TJ 9 0 0 9 54 280.34074 Tm 0.00079 Tc 0.15590 Tw [(line. )-6.75964 (How )-6.68335 (many)-11.59668 ( tickets do y)-11.45935 (ou want to buy)-11.24573 (?)-14.23645 ()-1.22070 (, and then build a )]TJ 9 0 0 9 54 269.78371 Tm 0.00011 Tc 0.15660 Tw (simple digits CFG. But some us)Tj 9 0 0 9 176.03998 269.78371 Tm -0.00011 Tc 0.15010 Tw [(ers may)-12.29858 ( respond I want to buy)-11.99341 ( )]TJ 9 0 0 9 54 259.22667 Tm 0.00121 Tc 0.07550 Tw [(two tickets rather than sim)6.53076 (p)1.55640 (ly)-11.42883 ( )]TJ 9 0 0 9 171 259.22667 Tm 0.00040 Tc 0.06960 Tw [(say)-12.37488 (i)-1.37329 (ng two, which would not be )]TJ 9 0 0 9 54 248.66963 Tm 0.00060 Tc 0.22270 Tw [(covered )-6.71387 (by)-12.68005 ( )-6.66809 (the grammar and thus )]TJ 9 0 0 9 188.88300 248.66963 Tm 0.00090 Tc 0.22240 Tw (lead to higher error rates or )Tj 9 0 0 9 54 238.11259 Tm 0.00169 Tc 0.04829 Tw [(increas)4.27246 (ed rejection. S)5.43213 (o)2.45667 (m)6.48499 (e)-0.50354 (tim)6.54602 (es)4.56238 ( the problem)6.72913 ( can be am)6.85120 (eliorated by)-11.00159 ( )]TJ 9 0 0 9 54 227.55556 Tm 0.00121 Tc 0.11549 Tw [(careful choice of words)4.48608 ( in the prom)6.63757 (pt to ins)4.76074 (t)-0.25940 (ruct the )7.85828 (us)4.89807 (er )7.91931 (to )7.96509 (s)4.98962 (t)-0.03052 (ay)-10.98633 ( )]TJ 9 0 0 9 54 216.99852 Tm 0.00160 Tc 0.06171 Tw [(within the gram)6.37817 (m)6.40869 (a)-0.59509 (r \(i.e. )5.50842 (P)4.51660 (lease )]TJ 9 0 0 9 175.74294 216.99852 Tm 0.00079 Tc 0.05589 Tw [(say)-11.36780 ( )-6.36292 (a number between 1 and 5\), )]TJ 9 0 0 9 54 206.44148 Tm 0.00101 Tc 0.14900 Tw [(but )-6.77490 (other )-6.69861 (tim)6.34766 (es the solution is to)]TJ 9 0 0 9 178.38007 206.44148 Tm 0.00079 Tc 0.14920 Tw [( build gram)5.73730 (m)5.78308 (a)-1.20544 (rs with increased )]TJ 9 0 0 9 54 195.88445 Tm 0.00180 Tc 0 Tw (coverage. )Tj ET EMC /P BMC BT 9 0 0 9 66.24001 182.28419 Tm 0.00230 Tc (Eq. )Tj ET EMC /Span BMC BT 9 0 0 9 81.89999 182.28000 Tm 0.00020 Tc (\(1\))Tj ET EMC /P BMC BT 9 0 0 9 92.39999 182.28000 Tm 0.00140 Tc 0.12190 Tw [( is the ty)-11.56616 (pical optim)6.57654 (ization perform)6.75964 (ed by)-11.15417 ( an autom)6.95801 (a)-0.03052 (tic )]TJ 9 0 0 9 53.99701 171.72296 Tm 0.00060 Tc 0.00270 Tw [(speech recognition \(ASR\) sy)-12.46643 (stem)5.59998 ( )]TJ ET EMC /P BMC BT /F4 1 Tf 8.84230 0 0 11.87531 121.08000 158.82010 Tm 2.07590 Tc 0 Tw [( \f)-2990.92102 ( )-5.55420 (\f)781.66199 ( )]TJ /F1 1 Tf 9.07190 0 0 9.07190 72.12000 159.90010 Tm 0 Tc ()Tj 9.07190 0 0 9.07190 85.31963 159.48274 Tm -0.00780 Tc [(ar)7.90405 (g)-143.11218 (m)15.89966 (ax)-2107.11670 (|)-2241.13464 (arg)-136.16943 (m)15.82336 (ax)-2114.18152 (|)]TJ /F2 1 Tf 5.26030 0 0 5.26030 97.86000 152.22000 Tm 12.46150 Tc (ww)Tj 9.07190 0 0 9.07190 70.38000 159.48010 Tm 4.32640 Tc [(wp)3807.84607 (w)3703.84216 (A)-367.18750 (p)3741.77551 (A)3772.75085 (w)3306.74744 (p)]TJ /F4 1 Tf 9.07190 0 0 9.07190 78.36333 159.48010 Tm 7.06371 Tc ( )Tj ET EMC /Artifact BMC BT 8.84230 0 0 11.87531 236.04041 158.82010 Tm 2.07590 Tc (\f)Tj /F2 1 Tf 9.07190 0 0 9.07190 229.74159 159.48010 Tm 4.32640 Tc (w)Tj /F4 1 Tf 9.07190 0 0 9.07190 215.68011 159.48010 Tm 7.06371 Tc ()Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 241.20000 159.42000 Tm 0.00020 Tc 3.74980 Tw ( \(1\) )Tj ET EMC /P BMC BT 9 0 0 9 54 138 Tm 0.00110 Tc 0 Tw (where )Tj /F2 1 Tf 9 0 0 9 79.20003 138 Tm 0 Tc (A)Tj /F1 1 Tf 9 0 0 9 84.71709 138 Tm 0.00110 Tc 0.10220 Tw ( is the acoustics, and )Tj /F2 1 Tf 9 0 0 9 166.01413 138 Tm 0 Tc 0 Tw (w)Tj /F1 1 Tf 9 0 0 9 172.01720 138 Tm 0.00079 Tc 0.10249 Tw [( is the word sequence )7.85828 (hy)-11.09314 (pothesis. )]TJ /F2 1 Tf 9 0 0 9 53.99107 127.44296 Tm -0.00020 Tc 0 Tw [(p\()6.21033 (w\))]TJ /F1 1 Tf 9 0 0 9 70.37114 127.44296 Tm 0.00110 Tc 0.04221 Tw [( is usually)-11.62720 ( referred to as the language m)6.72913 (odel \(LM\) probability)-11.00159 ( )]TJ 9 0 0 9 53.99107 116.88593 Tm 0.00130 Tc 0.58870 Tw [(and in telephony)-11.56616 ( applications is ty)-11.30676 (pically)-11.21521 ( specified by)-11.01685 ( )7.99561 (a )]TJ 9 0 0 9 53.99107 106.32889 Tm 0.00101 Tc 0.00230 Tw [(probabilistic context free gram)6.56128 (m)6.57654 (a)-1.40381 (r \(PCFG\). )]TJ ET EMC /P BMC BT 9 0 0 9 66.24001 92.76060 Tm 0.42889 Tw (Using the ticket booking application as an example, the )Tj 9 0 0 9 54 82.20357 Tm -0.00031 Tc 0.11700 Tw (grammar shown in )Tj ET EMC /Span BMC BT 9 0 0 9 126.84000 82.20000 Tm 0.00079 Tc 0.11591 Tw (Figure 1)Tj ET EMC /P BMC BT 9 0 0 9 158.16000 82.20000 Tm 0.00110 Tc 0.10890 Tw [( )-6.45447 (is )-6.40869 (ty)-11.38306 (pical for the dialog turn starting )]TJ 9 0 0 9 314.64294 588.83699 Tm 0.00070 Tc 0.00259 Tw [(with the prompt How many)-11.58142 ( tickets do y)-11.42883 (ou want to buy)-11.24573 (?)-13.22937 ()-0.21362 ( )]TJ ET EMC /InlineShape BMC /CS0 CS 0.27499 0.46700 0.74899 SCN 0.20599 w 1 j 1 J 433.32001 575.70000 m 449.82001 575.70000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 449.22000 578.10001 m 453.96001 575.70000 l 449.22000 573.36000 l 449.22000 578.10001 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 473.39999 565.98000 m 478.74001 565.98000 483.06000 570.36000 483.06000 575.70000 c 483.06000 581.10001 478.74001 585.48000 473.39999 585.48000 c 463.67999 585.48000 l 458.28000 585.48000 453.96001 581.10001 453.96001 575.70000 c 453.96001 570.36000 458.28000 565.98000 463.67999 565.98000 c 473.39999 565.98000 l f* /CS0 CS 0 0 0 SCN 473.39999 565.98000 m 478.74001 565.98000 483.06000 570.36000 483.06000 575.70000 c 483.06000 581.10001 478.74001 585.48000 473.39999 585.48000 c 463.67999 585.48000 l 458.28000 585.48000 453.96001 581.10001 453.96001 575.70000 c 453.96001 570.36000 458.28000 565.98000 463.67999 565.98000 c 473.39999 565.98000 l h S q /CS0 cs 0 0 0 scn 15.36000 0 0 -30.24001 458.87997 578.70001 cm /X0 Do Q q /CS0 cs 0 0 0 scn 3.36000 0 0 -30.24001 474.23999 578.70001 cm /X1 Do Q 364.08000 575.70000 m 364.08000 579.12000 366.78000 581.82001 370.14000 581.82001 c 373.50000 581.82001 376.20000 579.12000 376.20000 575.70000 c 376.20000 572.34000 373.50000 569.64000 370.14000 569.64000 c 366.78000 569.64000 364.08000 572.34000 364.08000 575.70000 c f* 364.08000 575.70000 m 364.08000 579.12000 366.78000 581.82001 370.14000 581.82001 c 373.50000 581.82001 376.20000 579.12000 376.20000 575.70000 c 376.20000 572.34000 373.50000 569.64000 370.14000 569.64000 c 366.78000 569.64000 364.08000 572.34000 364.08000 575.70000 c h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -22.32001 368.63998 577.38000 cm /X2 Do Q /CS0 cs 0.77299 0.80400 0.66299 scn 508.56000 575.70000 m 508.56000 579.12000 511.32001 581.82001 514.67999 581.82001 c 518.03999 581.82001 520.74001 579.12000 520.74001 575.70000 c 520.74001 572.34000 518.03999 569.64000 514.67999 569.64000 c 511.32001 569.64000 508.56000 572.34000 508.56000 575.70000 c f* 508.56000 575.70000 m 508.56000 579.12000 511.32001 581.82001 514.67999 581.82001 c 518.03999 581.82001 520.74001 579.12000 520.74001 575.70000 c 520.74001 572.34000 518.03999 569.64000 514.67999 569.64000 c 511.32001 569.64000 508.56000 572.34000 508.56000 575.70000 c h S q /CS0 cs 0 0 0 scn 3.36000 0 0 -22.32001 512.99994 577.38000 cm /X3 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 376.20000 575.70000 m 392.70000 575.70000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 392.16000 578.10001 m 396.84000 575.70000 l 392.16000 573.36000 l 392.16000 578.10001 l f* 483.06000 575.70000 m 504.48000 575.70000 l S 503.88000 578.10001 m 508.56000 575.70000 l 503.88000 573.36000 l 503.88000 578.10001 l f* 415.08000 566.94000 m 415.08000 557.82001 l 514.67999 557.82001 l 514.67999 565.50000 l S 512.28000 564.89999 m 514.67999 569.64000 l 517.02000 564.89999 l 512.28000 564.89999 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 424.56000 566.94000 m 429.36000 566.94000 433.32001 570.89999 433.32001 575.70000 c 433.32001 580.56000 429.36000 584.52000 424.56000 584.52000 c 405.60001 584.52000 l 400.80000 584.52000 396.84000 580.56000 396.84000 575.70000 c 396.84000 570.89999 400.80000 566.94000 405.60001 566.94000 c 424.56000 566.94000 l f* /CS0 CS 0 0 0 SCN 424.56000 566.94000 m 429.36000 566.94000 433.32001 570.89999 433.32001 575.70000 c 433.32001 580.56000 429.36000 584.52000 424.56000 584.52000 c 405.60001 584.52000 l 400.80000 584.52000 396.84000 580.56000 396.84000 575.70000 c 396.84000 570.89999 400.80000 566.94000 405.60001 566.94000 c 424.56000 566.94000 l h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 400.91998 577.80005 cm /X4 Do Q q /CS0 cs 0 0 0 scn 20.16000 0 0 -19.44000 405.05997 578.70001 cm /X5 Do Q q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 425.87997 577.80005 cm /X6 Do Q EMC /P BMC BT 9 0 0 9 521.93990 549.24001 Tm 0 Tc 0 Tw 0 g ( )Tj ET EMC /P BMC BT /F0 1 Tf 7.98000 0 0 7.98000 381.36000 535.56010 Tm 0.00160 Tc -0.00349 Tw [(F)5.72205 (i)3.75366 (gure 1.)6.91223 ( )]TJ /F1 1 Tf 7.98000 0 0 7.98000 413.94226 535.56010 Tm 0.00040 Tc -0.00230 Tw [(A sim)22.07947 (p)0.09155 (le CFG exam)22.38464 (ple.)]TJ /F0 1 Tf 7.98000 0 0 7.98000 491.28439 535.56010 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 326.88000 519.24010 Tm 0.00079 Tc 0.22920 Tw [(A )-5.85938 (speech )-5.76782 (expert who is also fam)6.54602 (iliar with the dom)6.79016 (ain m)6.86646 (a)-0.12207 (y)-10.10132 ( )]TJ 9 0 0 9 314.64000 508.68306 Tm 0.00150 Tc 0.08180 Tw (include additional alternatives )Tj 9 0 0 9 427.97702 508.68306 Tm 0.00020 Tc 0.08310 Tw (in the grammar as shown in )Tj ET EMC /Span BMC BT 9 0 0 9 534.48000 508.67999 Tm 0.00079 Tc 0 Tw (Figure )Tj 9 0 0 9 314.63698 498.12296 Tm 0 Tc (2)Tj ET EMC /P BMC BT 9 0 0 9 319.14000 498.12000 Tm 0.00330 Tc (. )Tj ET EMC /InlineShape BMC /CS0 CS 0.27499 0.46700 0.74899 SCN 0.21201 w 438.66000 455.52000 m 444.72000 455.52000 l 444.72000 455.75999 l 445.67999 455.75999 l S /CS0 cs 0.27499 0.46700 0.74899 scn 445.08000 458.16000 m 449.94000 455.75999 l 445.08000 453.36000 l 445.08000 458.16000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 469.98000 445.80000 m 475.56000 445.80000 480 450.24001 480 455.75999 c 480 461.22000 475.56000 465.66000 469.98000 465.66000 c 459.96001 465.66000 l 454.44000 465.66000 449.94000 461.22000 449.94000 455.75999 c 449.94000 450.24001 454.44000 445.80000 459.96001 445.80000 c 469.98000 445.80000 l f* /CS0 CS 0 0 0 SCN 469.98000 445.80000 m 475.56000 445.80000 480 450.24001 480 455.75999 c 480 461.22000 475.56000 465.66000 469.98000 465.66000 c 459.96001 465.66000 l 454.44000 465.66000 449.94000 461.22000 449.94000 455.75999 c 449.94000 450.24001 454.44000 445.80000 459.96001 445.80000 c 469.98000 445.80000 l h S q /CS0 cs 0 0 0 scn 15.36000 0 0 -30.60001 454.97998 458.70004 cm /X7 Do Q q /CS0 cs 0 0 0 scn 4.32001 0 0 -30.60001 470.33997 458.70004 cm /X8 Do Q 364.80000 455.75999 m 364.80000 459.17999 367.56000 461.94000 371.03999 461.94000 c 374.52000 461.94000 377.28000 459.17999 377.28000 455.75999 c 377.28000 452.34000 374.52000 449.52000 371.03999 449.52000 c 367.56000 449.52000 364.80000 452.34000 364.80000 455.75999 c f* 364.80000 455.75999 m 364.80000 459.17999 367.56000 461.94000 371.03999 461.94000 c 374.52000 461.94000 377.28000 459.17999 377.28000 455.75999 c 377.28000 452.34000 374.52000 449.52000 371.03999 449.52000 c 367.56000 449.52000 364.80000 452.34000 364.80000 455.75999 c h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -22.67999 369.47998 457.38004 cm /X9 Do Q /CS0 cs 0.77299 0.80400 0.66299 scn 507.60001 455.75999 m 507.60001 459.17999 510.36000 461.94000 513.84000 461.94000 c 517.32001 461.94000 520.08000 459.17999 520.08000 455.75999 c 520.08000 452.34000 517.32001 449.52000 513.84000 449.52000 c 510.36000 449.52000 507.60001 452.34000 507.60001 455.75999 c f* 507.60001 455.75999 m 507.60001 459.17999 510.36000 461.94000 513.84000 461.94000 c 517.32001 461.94000 520.08000 459.17999 520.08000 455.75999 c 520.08000 452.34000 517.32001 449.52000 513.84000 449.52000 c 510.36000 449.52000 507.60001 452.34000 507.60001 455.75999 c h S q /CS0 cs 0 0 0 scn 3.36000 0 0 -22.67999 512.09998 457.38004 cm /X10 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 377.28000 455.75999 m 386.70000 455.75999 l 386.70000 455.52000 l 396.84000 455.52000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 396.24001 457.92000 m 401.10001 455.52000 l 396.24001 453.06000 l 396.24001 457.92000 l f* 480 455.75999 m 503.34000 455.75999 l S 502.67999 458.16000 m 507.60001 455.75999 l 502.67999 453.36000 l 502.67999 458.16000 l f* 419.88000 446.58000 m 419.88000 437.28000 l 513.84000 437.28000 l 513.84000 445.32001 l S 511.38000 444.72000 m 513.84000 449.52000 l 516.30000 444.72000 l 511.38000 444.72000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 437.46001 476.88000 m 442.25999 476.88000 446.22000 480.72000 446.22000 485.52000 c 446.22000 490.32001 442.25999 494.22000 437.46001 494.22000 c 402.36000 494.22000 l 397.50000 494.22000 393.60001 490.32001 393.60001 485.52000 c 393.60001 480.72000 397.50000 476.88000 402.36000 476.88000 c 437.46001 476.88000 l f* /CS0 CS 0 0 0 SCN 437.46001 476.88000 m 442.25999 476.88000 446.22000 480.72000 446.22000 485.52000 c 446.22000 490.32001 442.25999 494.22000 437.46001 494.22000 c 402.36000 494.22000 l 397.50000 494.22000 393.60001 490.32001 393.60001 485.52000 c 393.60001 480.72000 397.50000 476.88000 402.36000 476.88000 c 437.46001 476.88000 l h S q /CS0 cs 0 0 0 scn 36 0 0 -12.96001 399.89996 488.52002 cm /X11 Do Q q /CS0 cs 0 0 0 scn 4.31999 0 0 -12.96001 435.89996 488.52002 cm /X12 Do Q 471 476.88000 m 475.98000 476.88000 480 480.84000 480 485.82001 c 480 490.74001 475.98000 494.75999 471 494.75999 c 459 494.75999 l 454.02000 494.75999 449.94000 490.74001 449.94000 485.82001 c 449.94000 480.84000 454.02000 476.88000 459 476.88000 c 471 476.88000 l f* 471 476.88000 m 475.98000 476.88000 480 480.84000 480 485.82001 c 480 490.74001 475.98000 494.75999 471 494.75999 c 459 494.75999 l 454.02000 494.75999 449.94000 490.74001 449.94000 485.82001 c 449.94000 480.84000 454.02000 476.88000 459 476.88000 c 471 476.88000 l h S q /CS0 cs 0 0 0 scn 19.67999 0 0 -19.44000 455.03998 488.76004 cm /X13 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 480 485.82001 m 513.84000 485.82001 l 513.84000 466.20000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 516.30000 466.80000 m 513.84000 461.94000 l 511.38000 466.80000 l 516.30000 466.80000 l f* 465 465.66000 m 465 472.62000 l S 462.53999 472.02000 m 465 476.88000 l 467.39999 472.02000 l 462.53999 472.02000 l f* 419.88000 476.88000 m 419.88000 468.66000 l S 422.34000 469.25999 m 419.88000 464.46001 l 417.48000 469.25999 l 422.34000 469.25999 l f* 371.03999 461.94000 m 371.03999 485.52000 l 389.34000 485.52000 l S 388.67999 487.98000 m 393.60001 485.52000 l 388.67999 483.12000 l 388.67999 487.98000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 429.66000 446.58000 m 434.64000 446.58000 438.66000 450.53999 438.66000 455.52000 c 438.66000 460.44000 434.64000 464.46001 429.66000 464.46001 c 410.10001 464.46001 l 405.12000 464.46001 401.10001 460.44000 401.10001 455.52000 c 401.10001 450.53999 405.12000 446.58000 410.10001 446.58000 c 429.66000 446.58000 l f* /CS0 CS 0 0 0 SCN 429.66000 446.58000 m 434.64000 446.58000 438.66000 450.53999 438.66000 455.52000 c 438.66000 460.44000 434.64000 464.46001 429.66000 464.46001 c 410.10001 464.46001 l 405.12000 464.46001 401.10001 460.44000 401.10001 455.52000 c 401.10001 450.53999 405.12000 446.58000 410.10001 446.58000 c 429.66000 446.58000 l h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 405.35999 457.56003 cm /X4 Do Q q /CS0 cs 0 0 0 scn 21.12000 0 0 -19.44000 409.49997 458.46002 cm /X14 Do Q q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 431.09998 457.56003 cm /X6 Do Q EMC /P BMC BT 9 0 0 9 521.34000 428.52000 Tm 0 Tc 0 g ( )Tj ET EMC /P BMC BT /F0 1 Tf 7.98000 0 0 7.98000 332.22000 414.84000 Tm 0.00160 Tc -0.00349 Tw [(F)5.37109 (i)3.40271 (gure 2.)6.56128 ( )]TJ /F1 1 Tf 7.98000 0 0 7.98000 364.80226 414.84000 Tm 0.00169 Tc [(A ver)6.69861 (sion of the CFG in )]TJ ET EMC /Span BMC BT 7.98000 0 0 7.98000 444.30000 414.84000 Tm -0.00360 Tw [(Figur)7.27844 (e 1)]TJ ET EMC /P BMC BT 7.98000 0 0 7.98000 471.17999 414.84000 Tm 0.00130 Tc -0.00320 Tw [( with better)7.58362 ( cover)7.72095 (a)5.75256 (ge.)]TJ /F0 1 Tf 7.98000 0 0 7.98000 540.35863 414.84000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 326.88000 398.52000 Tm 0.00070 Tc 0.01601 Tw [(Grammars )-5.76782 (authored )-5.64575 (this )-5.58472 (way)-11.53564 ( are never guaranteed to work well )]TJ 9 0 0 9 314.64000 387.96297 Tm 0.00031 Tc 0.06300 Tw (for two reasons. First, the gramma)Tj 9 0 0 9 441.30055 387.96297 Tm 0.00090 Tc 0.05580 Tw [(r )-5.49316 (coverage )-5.37109 (is usually)-10.23865 ( poor since )]TJ 9 0 0 9 314.64000 377.40593 Tm 0.00060 Tc 0.24271 Tw [(its impossible for the grammar author to )8.60596 (think )8.69751 (of )8.72803 (all )8.78906 (possible )]TJ 9 0 0 9 314.64000 366.84889 Tm 0.00090 Tc 0.12910 Tw (callers responses. This is)Tj 9 0 0 9 407.76300 366.84889 Tm 0.00169 Tc 0.12830 Tw [( especially)-10.49805 ( true at the )8.65173 (early)-10.28442 ( )8.74329 (stage )8.80432 (of )8.83484 (the )]TJ 9 0 0 9 314.64000 356.29185 Tm 0.00130 Tc 0.06200 Tw [(application developm)7.32422 (ent when )8.45337 (little )8.51440 (r)]TJ 9 0 0 9 451.61067 356.29185 Tm 0.00160 Tc 0.05510 Tw (eal data is available. Second, )Tj 9 0 0 9 314.64000 345.73482 Tm 0.00090 Tc 0.08240 Tw [(its )-5.88989 (not )-5.84412 (easy)-10.78796 ( )-5.78308 (to )-5.75256 (m)6.28662 (a)-0.70190 (nually)-10.62012 ( construct the CFG when there are m)6.83594 (a)-0.13733 (ny)-10.10132 ( )]TJ 9 0 0 9 314.64000 335.17778 Tm 0.00101 Tc 0.00230 Tw [(different way)-10.78796 (s)5.24902 ( of asking for the same thing. )]TJ ET EMC /InlineShape BMC /CS0 CS 0.27499 0.46700 0.74899 SCN 0.20900 w 379.14000 302.75999 m 379.14000 262.08000 l 423.12000 262.08000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 422.52000 264.48000 m 427.32001 262.08000 l 422.52000 259.67999 l 422.52000 264.48000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 450.36000 253.02000 m 455.39999 253.02000 459.42000 257.10001 459.42000 262.08000 c 459.42000 267.06000 455.39999 271.14000 450.36000 271.14000 c 436.38000 271.14000 l 431.34000 271.14000 427.32001 267.06000 427.32001 262.08000 c 427.32001 257.10001 431.34000 253.02000 436.38000 253.02000 c 450.36000 253.02000 l f* /CS0 CS 0 0 0 SCN 450.36000 253.02000 m 455.39999 253.02000 459.42000 257.10001 459.42000 262.08000 c 459.42000 267.06000 455.39999 271.14000 450.36000 271.14000 c 436.38000 271.14000 l 431.34000 271.14000 427.32001 267.06000 427.32001 262.08000 c 427.32001 257.10001 431.34000 253.02000 436.38000 253.02000 c 450.36000 253.02000 l h S q /CS0 cs 0 0 0 scn 15.36000 0 0 -30.24001 433.79999 265.02005 cm /X15 Do Q q /CS0 cs 0 0 0 scn 3.36000 0 0 -30.24001 449.15997 265.02005 cm /X16 Do Q 372.96001 308.94000 m 372.96001 312.36000 375.72000 315.12000 379.14000 315.12000 c 382.50000 315.12000 385.32001 312.36000 385.32001 308.94000 c 385.32001 305.52000 382.50000 302.75999 379.14000 302.75999 c 375.72000 302.75999 372.96001 305.52000 372.96001 308.94000 c f* 372.96001 308.94000 m 372.96001 312.36000 375.72000 315.12000 379.14000 315.12000 c 382.50000 315.12000 385.32001 312.36000 385.32001 308.94000 c 385.32001 305.52000 382.50000 302.75999 379.14000 302.75999 c 375.72000 302.75999 372.96001 305.52000 372.96001 308.94000 c h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -22.32001 377.57999 310.50003 cm /X2 Do Q /CS0 cs 0.77299 0.80400 0.66299 scn 497.75999 308.94000 m 497.75999 312.36000 500.52000 315.12000 503.94000 315.12000 c 507.30000 315.12000 510.12000 312.36000 510.12000 308.94000 c 510.12000 305.52000 507.30000 302.75999 503.94000 302.75999 c 500.52000 302.75999 497.75999 305.52000 497.75999 308.94000 c f* 497.75999 308.94000 m 497.75999 312.36000 500.52000 315.12000 503.94000 315.12000 c 507.30000 315.12000 510.12000 312.36000 510.12000 308.94000 c 510.12000 305.52000 507.30000 302.75999 503.94000 302.75999 c 500.52000 302.75999 497.75999 305.52000 497.75999 308.94000 c h S q /CS0 cs 0 0 0 scn 3.36000 0 0 -22.32001 502.19995 310.50003 cm /X17 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 385.32001 308.94000 m 394.56000 308.94000 l 394.56000 308.75999 l 423.12000 308.75999 l S /CS0 cs 0.27499 0.46700 0.74899 scn 422.52000 311.16000 m 427.32001 308.75999 l 422.52000 306.36000 l 422.52000 311.16000 l f* 459.42000 262.08000 m 503.94000 262.08000 l 503.94000 298.56000 l S 501.48000 297.96001 m 503.94000 302.75999 l 506.34000 297.96001 l 501.48000 297.96001 l f* 464.39999 308.75999 m 473.64000 308.75999 l 473.64000 308.94000 l 493.50000 308.94000 l S 492.89999 311.34000 m 497.75999 308.94000 l 492.89999 306.53999 l 492.89999 311.34000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 450.36000 276.84000 m 455.39999 276.84000 459.42000 280.92000 459.42000 285.89999 c 459.42000 290.88000 455.39999 294.96001 450.36000 294.96001 c 436.38000 294.96001 l 431.34000 294.96001 427.32001 290.88000 427.32001 285.89999 c 427.32001 280.92000 431.34000 276.84000 436.38000 276.84000 c 450.36000 276.84000 l f* /CS0 CS 0 0 0 SCN 450.36000 276.84000 m 455.39999 276.84000 459.42000 280.92000 459.42000 285.89999 c 459.42000 290.88000 455.39999 294.96001 450.36000 294.96001 c 436.38000 294.96001 l 431.34000 294.96001 427.32001 290.88000 427.32001 285.89999 c 427.32001 280.92000 431.34000 276.84000 436.38000 276.84000 c 450.36000 276.84000 l h S q /CS0 cs 0 0 0 scn 14.39999 0 0 -30.24001 434.39996 288.84006 cm /X18 Do Q q /CS0 cs 0 0 0 scn 1.44000 0 0 -29.87999 449.75998 288.84006 cm /X19 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 459.42000 285.89999 m 503.94000 285.89999 l 503.94000 298.56000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 501.48000 297.96001 m 503.94000 302.75999 l 506.34000 297.96001 l 501.48000 297.96001 l f* 379.14000 302.75999 m 379.14000 285.89999 l 423.12000 285.89999 l S 422.52000 288.30000 m 427.32001 285.89999 l 422.52000 283.50000 l 422.52000 288.30000 l f* 503.94000 315.12000 m 503.94000 324.36000 l 379.14000 324.36000 l 379.14000 319.32001 l S 381.53999 319.92000 m 379.14000 315.12000 l 376.74001 319.92000 l 381.53999 319.92000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 455.46001 299.88000 m 460.38000 299.88000 464.39999 303.84000 464.39999 308.75999 c 464.39999 313.67999 460.38000 317.64000 455.46001 317.64000 c 436.20000 317.64000 l 431.28000 317.64000 427.32001 313.67999 427.32001 308.75999 c 427.32001 303.84000 431.28000 299.88000 436.20000 299.88000 c 455.46001 299.88000 l f* /CS0 CS 0 0 0 SCN 455.46001 299.88000 m 460.38000 299.88000 464.39999 303.84000 464.39999 308.75999 c 464.39999 313.67999 460.38000 317.64000 455.46001 317.64000 c 436.20000 317.64000 l 431.28000 317.64000 427.32001 313.67999 427.32001 308.75999 c 427.32001 303.84000 431.28000 299.88000 436.20000 299.88000 c 455.46001 299.88000 l h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 431.45996 310.86002 cm /X20 Do Q q /CS0 cs 0 0 0 scn 20.64000 0 0 -19.44000 435.59998 311.70001 cm /X21 Do Q q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 456.83997 310.86002 cm /X22 Do Q EMC /P BMC BT 9 0 0 9 520.49989 251.82010 Tm 0 Tc 0 Tw 0 g ( )Tj ET EMC /P BMC BT /F0 1 Tf 7.98000 0 0 7.98000 358.20000 238.14000 Tm 0.00160 Tc -0.00349 Tw [(F)5.56946 (i)3.60107 (gure 3.)6.75964 ( )]TJ /F1 1 Tf 7.98000 0 0 7.98000 390.78226 238.14000 Tm 0.00191 Tc -0.00380 Tw [(Sem)22.87292 (a)4.89807 (ntic slot spotting based gr)7.47681 (am)23.55957 (m)23.59009 (a)5.61523 (r)7.62939 (.)]TJ /F0 1 Tf 7.98000 0 0 7.98000 514.44029 238.14000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 326.88000 221.82010 Tm 0.00130 Tc 0.04201 Tw [(An alternative approach to achieving the sam)7.65991 (e)0.67139 ( goal is )8.77380 (sem)7.82776 (a)0.83923 (ntic )]TJ 9 0 0 9 314.64000 211.26306 Tm 0.00060 Tc 0.00940 Tw [(\(or key)-11.85608 (w)4.18091 (ord\) spotting using the gra)]TJ 9 0 0 9 442.55698 211.26306 Tm 0.00050 Tc 0.00281 Tw (mmar structure shown in Fig. 3. )Tj 9 0 0 9 314.64000 200.70602 Tm 0.00110 Tc 0.02890 Tw [(where )-5.85938 (fillers are used to m)7.38525 (odel ga)5.47791 (rbage words. Three categories of )]TJ 9 0 0 9 314.64000 190.14899 Tm 0.00060 Tc 0.08940 Tw [(filler m)6.16455 (odels \(FMs\) have been pr)]TJ 9 0 0 9 437.51741 190.14899 Tm 0.00130 Tc 0.08870 Tw [(oposed in the literature: )8.77380 (acoustic )]TJ 9 0 0 9 314.64000 179.59195 Tm 0.00020 Tc 0.14980 Tw [(only)-11.88660 ( FM [1-3])8.25500 (,)-1.75476 ( acoustic-LM FM [6,7])8.52966 (,)-1.44958 ( and LM based FM [4,5])8.88062 (.)-1.11389 ( )148.89526 ( )]TJ 9 0 0 9 314.64000 169.03491 Tm 0.00050 Tc 0.21620 Tw [(Acoustic only)-11.76453 ( FMs are multi-state HMMs trained with )8.77380 (garbage )]TJ 9 0 0 9 314.64000 158.47787 Tm 0.16280 Tw [(words. Acoustic-LM filler m)6.43921 (odels use )8.56018 (the )8.60596 (subword )8.72803 (\(phonem)6.82068 (e)-0.15259 ( )8.86536 (or )]TJ 9 0 0 9 314.64000 147.92084 Tm 0.00101 Tc 0.42900 Tw [(sy)-10.91003 (llable\) LM on top of the )8.46863 (acoustic )8.57544 (fillers )8.66699 (to )8.72803 (im)7.75146 (prove )8.83484 (the )]TJ 9 0 0 9 314.64000 137.36380 Tm 0.00020 Tc 0.08980 Tw [(performance. )-5.76782 (LM based FMs )]TJ ET EMC /Span BMC BT 9 0 0 9 425.22000 137.34010 Tm 0.00011 Tc 0 Tw ([10])Tj ET EMC /P BMC BT 9 0 0 9 440.16000 137.34010 Tm 0.00020 Tc 0.08980 Tw ( use word n-gram LM to model )Tj 9 0 0 9 314.63695 126.78307 Tm 0.00079 Tc 0.02251 Tw [(the words around the key)-10.62012 (w)4.40979 (ord. )8.45337 (The )]TJ 9 0 0 9 446.27994 126.78307 Tm 0.00060 Tc 0.01610 Tw (latter models have been shown )Tj 9 0 0 9 314.63695 116.22603 Tm 0.00130 Tc 0.22870 Tw [(to offer better accuracy)-10.63538 ( but require )8.54492 (a )8.57544 (cus)5.61523 (t)0.61035 (om)7.65991 ( )8.68225 (LM)5.72205 ( )8.74329 (trained )8.81958 (from)7.88879 ( )]TJ 9 0 0 9 314.63695 105.66899 Tm 0.00110 Tc 0.14220 Tw (domain data. All these existing )Tj 9 0 0 9 435.29993 105.66899 Tm 0.00070 Tc 0.13600 Tw [(FMs usually)-11.35254 ( require a likelihood )]TJ 9 0 0 9 314.63695 95.11195 Tm 0.00079 Tc 0.42250 Tw [(ratio based hy)-10.72693 (pothesis test that)]TJ 9 0 0 9 440.69998 95.11195 Tm 0.00050 Tc 0.41620 Tw [( is not alway)-11.30676 (s)4.71497 ( supported by)-11.10840 ( )]TJ 9 0 0 9 314.63695 84.55492 Tm 0.00090 Tc 0.06239 Tw (commercial recognizers. In this )Tj 9 0 0 9 432.83391 84.55492 Tm 0.00079 Tc 0.05589 Tw (paper, we propose a novel n-gram )Tj 9 0 0 9 314.63695 73.99788 Tm 0.00140 Tc 0.02859 Tw [(word LM)5.18799 ( bas)5.23376 (e)0.24414 (d F)5.29480 (M)5.34058 ( that can be s)5.47791 (h)2.50244 (ared by)-10.42175 ( all applications)5.78308 (, )8.80432 (and )8.86536 (can )]TJ ET EMC endstream endobj 605 0 obj <> endobj 606 0 obj [750 333 333 333 333 333 333 333 333 333 750 333 333 750 333 333 333 333 333 333 333 333 333 333 333 333 333 333 333 333 333 333 333 333 500 660 666 1000 889 277 389 389 556 660 333 333 333 277 666 666 666 666 666 666 666 666 666 666 333 333 660 660 660 610 740 777 777 777 777 722 666 833 833 389 666 833 666 943 833 833 722 833 777 722 722 833 777 1000 777 777 722 389 277 389 660 500 333 666 666 666 666 666 389 666 666 333 333 666 333 1000 666 666 666 666 443 610 443 666 610 943 666 610 556 389 277 389 660 333 666 333 277 666 500 1000 666 666 333 1000 722 333 1000 333 722 333 333 277 277 500 500 500 500 1000 333 950 610 333 1000 333 556 777 333 333 666 666 660 666 277 666 333 799 399 666 660 333 799 500 399 660 399 399 333 666 850 333 333 399 399 666 1000 1000 1000 610 777 777 777 777 777 777 1000 777 722 722 722 722 389 389 389 389 777 833 833 833 833 833 833 660 833 833 833 833 833 777 722 666 666 666 666 666 666 666 1000 666 666 666 666 666 333 333 333 333 666 666 666 666 666 666 666 660 666 666 666 666 666 610 666 610] endobj 607 0 obj <> endobj 608 0 obj <> endobj 609 0 obj <> endobj 610 0 obj <> stream BT /F0 8 Tf 1 0 0 1 50.64590 728.14212 Tm 0 g 0 G (International Conference on Acoustics, Speech, and Signal Processing., pp. I565-I568, Toulouse, France, 2006)Tj ET endstream endobj 611 0 obj <> endobj 612 0 obj <> endobj 613 0 obj <> endobj 614 0 obj <> endobj 615 0 obj <> endobj 616 0 obj <> endobj 617 0 obj <> stream /P BMC BT /F0 1 Tf 12 0 0 12 149.34000 681.30000 Tm 0.00060 Tc -0.00060 Tw 0 g /GS0 gs (N-Gram Based Filler Model for Robust Grammar Authoring )Tj ET EMC /P BMC BT /F1 1 Tf 12 0 0 12 306 667.44000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F2 1 Tf 12 0 0 12 187.14000 653.52000 Tm 0.00020 Tc -0.00020 Tw (Dong Yu, Yun Cheng Ju, Ye-Yi Wang, Alex Acero )Tj ET EMC /P BMC BT /F1 1 Tf 12 0 0 12 306 639.60001 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT 12 0 0 12 198.06000 625.62000 Tm 0.00050 Tc -0.00050 Tw (Speech Research Group, Microsoft Research )Tj ET EMC /P BMC BT 12 0 0 12 180.89999 611.64000 Tm 0.00040 Tc -0.00040 Tw [({dongyu, yuncj, yeyiwang, alexac}@m)6.11877 (icrosoft.com)5.79834 ( )]TJ ET EMC /P BMC BT 10.02000 0 0 10.02000 306 599.52000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F0 1 Tf 10.02000 0 0 10.02000 148.38040 587.64030 Tm 0.00040 Tc (ABSTRACT )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 54 574.08000 Tm 0.00110 Tc 0.06889 Tw [(W)5.21851 (e)-1.77002 ( propose a technique for rapid speech application )7.85828 (developm)6.97327 (ent )]TJ 9 0 0 9 54 563.52296 Tm 0.00090 Tc 0.03580 Tw [(that )-6.75964 (generates robust semantic c)]TJ 9 0 0 9 170.58595 563.52296 Tm 0.00040 Tc 0.03630 Tw (ontext-free grammars \(CFG\) given )Tj 9 0 0 9 54 552.96593 Tm 0.17630 Tw [(rigid CFGs as input. Users speech does not alway)-12.16125 (s)3.86047 ( conform)5.98145 ( to )]TJ 9 0 0 9 54 542.40889 Tm -0.00011 Tc 0.13680 Tw (rigid CFGs, so robust grammars )Tj 9 0 0 9 178.08302 542.40889 Tm 0.00130 Tc 0.12869 Tw (improve the callers experience. )Tj 9 0 0 9 54 531.85185 Tm -0.00060 Tc 0.18390 Tw [(Our sy)-13.71765 (ste)-2.70081 (m)4.33350 ( ta)-2.63977 (ke)-2.60925 (s a)-2.57874 ( simple)-2.47192 ( )7.53784 (CFG )]TJ 9 0 0 9 180.35994 531.85185 Tm 0.00090 Tc 0.17580 Tw [(and then generates a hy)-11.07788 (brid n-)]TJ 9 0 0 9 54 521.29482 Tm 0.00060 Tc 0.10941 Tw [(gram)5.23376 (/CFG )-6.66809 (that )-6.62231 (is written in the W)4.62341 (3)1.64795 (C SRGS form)5.81360 (at and thus can )]TJ 9 0 0 9 54 510.73778 Tm 0.00101 Tc 0.14900 Tw [(run in m)6.30188 (a)-1.69373 (ny)-11.65771 ( standard autom)6.54602 (a)-1.43433 (tic speech )7.69043 (recognition )7.84302 (engines. )7.94983 (The )]TJ 9 0 0 9 54 500.18074 Tm 0.00070 Tc 0.04260 Tw [(hy)-12.78687 (brid )-6.72913 (network leverages an app)]TJ 9 0 0 9 173.40298 500.18074 Tm 0.00079 Tc (lication-independent word n-gram )Tj 9 0 0 9 54 489.62370 Tm 0.00110 Tc 0.06889 Tw [(which can be s)4.36401 (h)1.38855 (ared acros)4.51660 (s)4.53186 ( different)]TJ 9 0 0 9 188.57703 489.62370 Tm 0.00121 Tc ( applications. In addition, our )Tj 9 0 0 9 54 479.06667 Tm 0.00079 Tc 0.00920 Tw [(tool allows developers to )7.49207 (provide)]TJ 9 0 0 9 174.48294 479.06667 Tm 0.00180 Tc 0.00150 Tw [( a few exam)6.74438 (ple s)4.79126 (e)-0.19836 (ntences)4.89807 ( to adapt )]TJ 9 0 0 9 54 468.50963 Tm 0.00121 Tc 0.28880 Tw [(the n-gram)6.31714 ( for im)6.42395 (proved accuracy)-11.35254 (. Our experim)6.82068 (e)-1.15967 (nts)4.88281 ( s)4.91333 (how )7.98035 (the )]TJ 9 0 0 9 54 457.95259 Tm 0.00070 Tc 0.07600 Tw [(robust CFG has no loss in accuracy)-12.37488 ( )7.64465 (for )7.69043 (test )7.73621 (utterances )7.87354 (that )7.93457 (can )7.98035 (be )]TJ 9 0 0 9 54 447.39555 Tm 0.00079 Tc 0.04250 Tw [(covered by)-11.68823 ( the rigid CFG, but o)]TJ 9 0 0 9 171.35994 447.39555 Tm 0.00040 Tc 0.04289 Tw [(ffers large improvements )7.88879 (for )7.94983 (cases )]TJ 9 0 0 9 54 436.83852 Tm 0.00101 Tc 0.09570 Tw (where the users sentence cannot be)Tj 9 0 0 9 187.80304 436.83852 Tm 0.00079 Tc 0.09590 Tw [( covered by)-11.23047 ( the )7.84302 (rigid )7.91931 (CFG. )7.99561 (It )]TJ 9 0 0 9 54 426.28148 Tm 0.00160 Tc 0.06841 Tw [(als)4.21143 (o)2.22778 ( has)4.28772 ( a m)6.33240 (u)2.34985 (ch better rejection fo)]TJ 9 0 0 9 181.50307 426.28148 Tm 0.00110 Tc 0.06219 Tw (r utterances that contain no slot )Tj 9 0 0 9 54 415.72444 Tm 0.19560 Tw (at all. With a few example sent)Tj 9 0 0 9 176.57996 415.72444 Tm 0.00090 Tc 0.18910 Tw (ences for adaptation, our robust )Tj 9 0 0 9 54 405.16740 Tm 0.00140 Tc 0.04190 Tw [(CF)4.22668 (G can achieve the recognition accuracy)-11.29150 ( clos)4.76074 (e to the clas)4.91333 (s)4.94385 (-)1.93787 (bas)4.97437 (e)-0.01526 (d )]TJ 9 0 0 9 54 394.61037 Tm 0.00160 Tc 0.00169 Tw [(n-gram)6.27136 ( LM)4.31824 ( cus)4.36401 (t)-0.62561 (om)6.42395 (ized for the application. )]TJ ET EMC /P BMC BT /F0 1 Tf 10.02000 0 0 10.02000 126.53999 370.80000 Tm 0.00301 Tc 0 Tw (1.)Tj /F3 1 Tf 10.02000 0 0 10.02000 134.09505 370.80000 Tm 0 Tc ( )Tj /F0 1 Tf 10.02000 0 0 10.02000 144.53596 370.80000 Tm 0.00101 Tc (INTRODUCTION )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 54 354.24001 Tm 0.04890 Tw [(W)5.21851 (h)1.23596 (ile )-6.74438 (we have seen great progress in speech recognition accuracy)-11.00159 ( )]TJ 9 0 0 9 54 343.68297 Tm 0.08890 Tw [(over the last decade, building good telephony)-11.23047 ( speech applications )]TJ 9 0 0 9 54 333.12593 Tm 0.00121 Tc 0.10210 Tw [(is )-6.77490 (still )-6.71387 (expensive )-6.59180 (because of the long developm)6.77490 (ent cy)-11.13892 (cle required )]TJ 9 0 0 9 54 322.56889 Tm 0.00160 Tc 0.16840 Tw [(to get the application to a level accepted by)-11.24573 ( callers)4.85229 (. One of the )]TJ 9 0 0 9 54 312.01186 Tm 0.00079 Tc 0.26920 Tw [(barriers )-6.71387 (in developing such appli)]TJ 9 0 0 9 181.98001 312.01186 Tm 0.00101 Tc 0.26900 Tw (cations is the development of )Tj 9 0 0 9 54 301.45482 Tm 0.00090 Tc 0.10910 Tw [(grammars )-6.68335 (that )-6.63757 (recognize )-6.50024 (the users input. In an automated movie )]TJ 9 0 0 9 54 290.89778 Tm 0.00140 Tc 0.14191 Tw [(ticket line, a developer may)-11.47461 ( use )]TJ 9 0 0 9 178.38007 290.89778 Tm 0.00050 Tc 0.13620 Tw [(the )-6.34766 (prompt Welcome to movie )]TJ 9 0 0 9 54 280.34074 Tm 0.00079 Tc 0.15590 Tw [(line. )-6.75964 (How )-6.68335 (many)-11.59668 ( tickets do y)-11.45935 (ou want to buy)-11.24573 (?)-14.23645 ()-1.22070 (, and then build a )]TJ 9 0 0 9 54 269.78371 Tm 0.00011 Tc 0.15660 Tw (simple digits CFG. But some us)Tj 9 0 0 9 176.03998 269.78371 Tm -0.00011 Tc 0.15010 Tw [(ers may)-12.29858 ( respond I want to buy)-11.99341 ( )]TJ 9 0 0 9 54 259.22667 Tm 0.00121 Tc 0.07550 Tw [(two tickets rather than sim)6.53076 (p)1.55640 (ly)-11.42883 ( )]TJ 9 0 0 9 171 259.22667 Tm 0.00040 Tc 0.06960 Tw [(say)-12.37488 (i)-1.37329 (ng two, which would not be )]TJ 9 0 0 9 54 248.66963 Tm 0.00060 Tc 0.22270 Tw [(covered )-6.71387 (by)-12.68005 ( )-6.66809 (the grammar and thus )]TJ 9 0 0 9 188.88300 248.66963 Tm 0.00090 Tc 0.22240 Tw (lead to higher error rates or )Tj 9 0 0 9 54 238.11259 Tm 0.00169 Tc 0.04829 Tw [(increas)4.27246 (ed rejection. S)5.43213 (o)2.45667 (m)6.48499 (e)-0.50354 (tim)6.54602 (es)4.56238 ( the problem)6.72913 ( can be am)6.85120 (eliorated by)-11.00159 ( )]TJ 9 0 0 9 54 227.55556 Tm 0.00121 Tc 0.11549 Tw [(careful choice of words)4.48608 ( in the prom)6.63757 (pt to ins)4.76074 (t)-0.25940 (ruct the )7.85828 (us)4.89807 (er )7.91931 (to )7.96509 (s)4.98962 (t)-0.03052 (ay)-10.98633 ( )]TJ 9 0 0 9 54 216.99852 Tm 0.00160 Tc 0.06171 Tw [(within the gram)6.37817 (m)6.40869 (a)-0.59509 (r \(i.e. )5.50842 (P)4.51660 (lease )]TJ 9 0 0 9 175.74294 216.99852 Tm 0.00079 Tc 0.05589 Tw [(say)-11.36780 ( )-6.36292 (a number between 1 and 5\), )]TJ 9 0 0 9 54 206.44148 Tm 0.00101 Tc 0.14900 Tw [(but )-6.77490 (other )-6.69861 (tim)6.34766 (es the solution is to)]TJ 9 0 0 9 178.38007 206.44148 Tm 0.00079 Tc 0.14920 Tw [( build gram)5.73730 (m)5.78308 (a)-1.20544 (rs with increased )]TJ 9 0 0 9 54 195.88445 Tm 0.00180 Tc 0 Tw (coverage. )Tj ET EMC /P BMC BT 9 0 0 9 66.24001 182.28419 Tm 0.00230 Tc (Eq. )Tj ET EMC /Span BMC BT 9 0 0 9 81.89999 182.28000 Tm 0.00020 Tc (\(1\))Tj ET EMC /P BMC BT 9 0 0 9 92.39999 182.28000 Tm 0.00140 Tc 0.12190 Tw [( is the ty)-11.56616 (pical optim)6.57654 (ization perform)6.75964 (ed by)-11.15417 ( an autom)6.95801 (a)-0.03052 (tic )]TJ 9 0 0 9 53.99701 171.72296 Tm 0.00060 Tc 0.00270 Tw [(speech recognition \(ASR\) sy)-12.46643 (stem)5.59998 ( )]TJ ET EMC /P BMC BT /F4 1 Tf 8.84230 0 0 11.87531 121.08000 158.82010 Tm 2.07590 Tc 0 Tw [( \f)-2990.92102 ( )-5.55420 (\f)781.66199 ( )]TJ /F1 1 Tf 9.07190 0 0 9.07190 72.12000 159.90010 Tm 0 Tc ()Tj 9.07190 0 0 9.07190 85.31963 159.48274 Tm -0.00780 Tc [(ar)7.90405 (g)-143.11218 (m)15.89966 (ax)-2107.11670 (|)-2241.13464 (arg)-136.16943 (m)15.82336 (ax)-2114.18152 (|)]TJ /F2 1 Tf 5.26030 0 0 5.26030 97.86000 152.22000 Tm 12.46150 Tc (ww)Tj 9.07190 0 0 9.07190 70.38000 159.48010 Tm 4.32640 Tc [(wp)3807.84607 (w)3703.84216 (A)-367.18750 (p)3741.77551 (A)3772.75085 (w)3306.74744 (p)]TJ /F4 1 Tf 9.07190 0 0 9.07190 78.36333 159.48010 Tm 7.06371 Tc ( )Tj ET EMC /Artifact BMC BT 8.84230 0 0 11.87531 236.04041 158.82010 Tm 2.07590 Tc (\f)Tj /F2 1 Tf 9.07190 0 0 9.07190 229.74159 159.48010 Tm 4.32640 Tc (w)Tj /F4 1 Tf 9.07190 0 0 9.07190 215.68011 159.48010 Tm 7.06371 Tc ()Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 241.20000 159.42000 Tm 0.00020 Tc 3.74980 Tw ( \(1\) )Tj ET EMC /P BMC BT 9 0 0 9 54 138 Tm 0.00110 Tc 0 Tw (where )Tj /F2 1 Tf 9 0 0 9 79.20003 138 Tm 0 Tc (A)Tj /F1 1 Tf 9 0 0 9 84.71709 138 Tm 0.00110 Tc 0.10220 Tw ( is the acoustics, and )Tj /F2 1 Tf 9 0 0 9 166.01413 138 Tm 0 Tc 0 Tw (w)Tj /F1 1 Tf 9 0 0 9 172.01720 138 Tm 0.00079 Tc 0.10249 Tw [( is the word sequence )7.85828 (hy)-11.09314 (pothesis. )]TJ /F2 1 Tf 9 0 0 9 53.99107 127.44296 Tm -0.00020 Tc 0 Tw [(p\()6.21033 (w\))]TJ /F1 1 Tf 9 0 0 9 70.37114 127.44296 Tm 0.00110 Tc 0.04221 Tw [( is usually)-11.62720 ( referred to as the language m)6.72913 (odel \(LM\) probability)-11.00159 ( )]TJ 9 0 0 9 53.99107 116.88593 Tm 0.00130 Tc 0.58870 Tw [(and in telephony)-11.56616 ( applications is ty)-11.30676 (pically)-11.21521 ( specified by)-11.01685 ( )7.99561 (a )]TJ 9 0 0 9 53.99107 106.32889 Tm 0.00101 Tc 0.00230 Tw [(probabilistic context free gram)6.56128 (m)6.57654 (a)-1.40381 (r \(PCFG\). )]TJ ET EMC /P BMC BT 9 0 0 9 66.24001 92.76060 Tm 0.42889 Tw (Using the ticket booking application as an example, the )Tj 9 0 0 9 54 82.20357 Tm -0.00031 Tc 0.11700 Tw (grammar shown in )Tj ET EMC /Span BMC BT 9 0 0 9 126.84000 82.20000 Tm 0.00079 Tc 0.11591 Tw (Figure 1)Tj ET EMC /P BMC BT 9 0 0 9 158.16000 82.20000 Tm 0.00110 Tc 0.10890 Tw [( )-6.45447 (is )-6.40869 (ty)-11.38306 (pical for the dialog turn starting )]TJ 9 0 0 9 314.64294 588.83699 Tm 0.00070 Tc 0.00259 Tw [(with the prompt How many)-11.58142 ( tickets do y)-11.42883 (ou want to buy)-11.24573 (?)-13.22937 ()-0.21362 ( )]TJ ET EMC /InlineShape BMC /CS0 CS 0.27499 0.46700 0.74899 SCN 0.20599 w 1 j 1 J 433.32001 575.70000 m 449.82001 575.70000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 449.22000 578.10001 m 453.96001 575.70000 l 449.22000 573.36000 l 449.22000 578.10001 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 473.39999 565.98000 m 478.74001 565.98000 483.06000 570.36000 483.06000 575.70000 c 483.06000 581.10001 478.74001 585.48000 473.39999 585.48000 c 463.67999 585.48000 l 458.28000 585.48000 453.96001 581.10001 453.96001 575.70000 c 453.96001 570.36000 458.28000 565.98000 463.67999 565.98000 c 473.39999 565.98000 l f* /CS0 CS 0 0 0 SCN 473.39999 565.98000 m 478.74001 565.98000 483.06000 570.36000 483.06000 575.70000 c 483.06000 581.10001 478.74001 585.48000 473.39999 585.48000 c 463.67999 585.48000 l 458.28000 585.48000 453.96001 581.10001 453.96001 575.70000 c 453.96001 570.36000 458.28000 565.98000 463.67999 565.98000 c 473.39999 565.98000 l h S q /CS0 cs 0 0 0 scn 15.36000 0 0 -30.24001 458.87997 578.70001 cm /X0 Do Q q /CS0 cs 0 0 0 scn 3.36000 0 0 -30.24001 474.23999 578.70001 cm /X1 Do Q 364.08000 575.70000 m 364.08000 579.12000 366.78000 581.82001 370.14000 581.82001 c 373.50000 581.82001 376.20000 579.12000 376.20000 575.70000 c 376.20000 572.34000 373.50000 569.64000 370.14000 569.64000 c 366.78000 569.64000 364.08000 572.34000 364.08000 575.70000 c f* 364.08000 575.70000 m 364.08000 579.12000 366.78000 581.82001 370.14000 581.82001 c 373.50000 581.82001 376.20000 579.12000 376.20000 575.70000 c 376.20000 572.34000 373.50000 569.64000 370.14000 569.64000 c 366.78000 569.64000 364.08000 572.34000 364.08000 575.70000 c h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -22.32001 368.63998 577.38000 cm /X2 Do Q /CS0 cs 0.77299 0.80400 0.66299 scn 508.56000 575.70000 m 508.56000 579.12000 511.32001 581.82001 514.67999 581.82001 c 518.03999 581.82001 520.74001 579.12000 520.74001 575.70000 c 520.74001 572.34000 518.03999 569.64000 514.67999 569.64000 c 511.32001 569.64000 508.56000 572.34000 508.56000 575.70000 c f* 508.56000 575.70000 m 508.56000 579.12000 511.32001 581.82001 514.67999 581.82001 c 518.03999 581.82001 520.74001 579.12000 520.74001 575.70000 c 520.74001 572.34000 518.03999 569.64000 514.67999 569.64000 c 511.32001 569.64000 508.56000 572.34000 508.56000 575.70000 c h S q /CS0 cs 0 0 0 scn 3.36000 0 0 -22.32001 512.99994 577.38000 cm /X3 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 376.20000 575.70000 m 392.70000 575.70000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 392.16000 578.10001 m 396.84000 575.70000 l 392.16000 573.36000 l 392.16000 578.10001 l f* 483.06000 575.70000 m 504.48000 575.70000 l S 503.88000 578.10001 m 508.56000 575.70000 l 503.88000 573.36000 l 503.88000 578.10001 l f* 415.08000 566.94000 m 415.08000 557.82001 l 514.67999 557.82001 l 514.67999 565.50000 l S 512.28000 564.89999 m 514.67999 569.64000 l 517.02000 564.89999 l 512.28000 564.89999 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 424.56000 566.94000 m 429.36000 566.94000 433.32001 570.89999 433.32001 575.70000 c 433.32001 580.56000 429.36000 584.52000 424.56000 584.52000 c 405.60001 584.52000 l 400.80000 584.52000 396.84000 580.56000 396.84000 575.70000 c 396.84000 570.89999 400.80000 566.94000 405.60001 566.94000 c 424.56000 566.94000 l f* /CS0 CS 0 0 0 SCN 424.56000 566.94000 m 429.36000 566.94000 433.32001 570.89999 433.32001 575.70000 c 433.32001 580.56000 429.36000 584.52000 424.56000 584.52000 c 405.60001 584.52000 l 400.80000 584.52000 396.84000 580.56000 396.84000 575.70000 c 396.84000 570.89999 400.80000 566.94000 405.60001 566.94000 c 424.56000 566.94000 l h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 400.91998 577.80005 cm /X4 Do Q q /CS0 cs 0 0 0 scn 20.16000 0 0 -19.44000 405.05997 578.70001 cm /X5 Do Q q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 425.87997 577.80005 cm /X6 Do Q EMC /P BMC BT 9 0 0 9 521.93990 549.24001 Tm 0 Tc 0 Tw 0 g ( )Tj ET EMC /P BMC BT /F0 1 Tf 7.98000 0 0 7.98000 381.36000 535.56010 Tm 0.00160 Tc -0.00349 Tw [(F)5.72205 (i)3.75366 (gure 1.)6.91223 ( )]TJ /F1 1 Tf 7.98000 0 0 7.98000 413.94226 535.56010 Tm 0.00040 Tc -0.00230 Tw [(A sim)22.07947 (p)0.09155 (le CFG exam)22.38464 (ple.)]TJ /F0 1 Tf 7.98000 0 0 7.98000 491.28439 535.56010 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 326.88000 519.24010 Tm 0.00079 Tc 0.22920 Tw [(A )-5.85938 (speech )-5.76782 (expert who is also fam)6.54602 (iliar with the dom)6.79016 (ain m)6.86646 (a)-0.12207 (y)-10.10132 ( )]TJ 9 0 0 9 314.64000 508.68306 Tm 0.00150 Tc 0.08180 Tw (include additional alternatives )Tj 9 0 0 9 427.97702 508.68306 Tm 0.00020 Tc 0.08310 Tw (in the grammar as shown in )Tj ET EMC /Span BMC BT 9 0 0 9 534.48000 508.67999 Tm 0.00079 Tc 0 Tw (Figure )Tj 9 0 0 9 314.63698 498.12296 Tm 0 Tc (2)Tj ET EMC /P BMC BT 9 0 0 9 319.14000 498.12000 Tm 0.00330 Tc (. )Tj ET EMC /InlineShape BMC /CS0 CS 0.27499 0.46700 0.74899 SCN 0.21201 w 438.66000 455.52000 m 444.72000 455.52000 l 444.72000 455.75999 l 445.67999 455.75999 l S /CS0 cs 0.27499 0.46700 0.74899 scn 445.08000 458.16000 m 449.94000 455.75999 l 445.08000 453.36000 l 445.08000 458.16000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 469.98000 445.80000 m 475.56000 445.80000 480 450.24001 480 455.75999 c 480 461.22000 475.56000 465.66000 469.98000 465.66000 c 459.96001 465.66000 l 454.44000 465.66000 449.94000 461.22000 449.94000 455.75999 c 449.94000 450.24001 454.44000 445.80000 459.96001 445.80000 c 469.98000 445.80000 l f* /CS0 CS 0 0 0 SCN 469.98000 445.80000 m 475.56000 445.80000 480 450.24001 480 455.75999 c 480 461.22000 475.56000 465.66000 469.98000 465.66000 c 459.96001 465.66000 l 454.44000 465.66000 449.94000 461.22000 449.94000 455.75999 c 449.94000 450.24001 454.44000 445.80000 459.96001 445.80000 c 469.98000 445.80000 l h S q /CS0 cs 0 0 0 scn 15.36000 0 0 -30.60001 454.97998 458.70004 cm /X7 Do Q q /CS0 cs 0 0 0 scn 4.32001 0 0 -30.60001 470.33997 458.70004 cm /X8 Do Q 364.80000 455.75999 m 364.80000 459.17999 367.56000 461.94000 371.03999 461.94000 c 374.52000 461.94000 377.28000 459.17999 377.28000 455.75999 c 377.28000 452.34000 374.52000 449.52000 371.03999 449.52000 c 367.56000 449.52000 364.80000 452.34000 364.80000 455.75999 c f* 364.80000 455.75999 m 364.80000 459.17999 367.56000 461.94000 371.03999 461.94000 c 374.52000 461.94000 377.28000 459.17999 377.28000 455.75999 c 377.28000 452.34000 374.52000 449.52000 371.03999 449.52000 c 367.56000 449.52000 364.80000 452.34000 364.80000 455.75999 c h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -22.67999 369.47998 457.38004 cm /X9 Do Q /CS0 cs 0.77299 0.80400 0.66299 scn 507.60001 455.75999 m 507.60001 459.17999 510.36000 461.94000 513.84000 461.94000 c 517.32001 461.94000 520.08000 459.17999 520.08000 455.75999 c 520.08000 452.34000 517.32001 449.52000 513.84000 449.52000 c 510.36000 449.52000 507.60001 452.34000 507.60001 455.75999 c f* 507.60001 455.75999 m 507.60001 459.17999 510.36000 461.94000 513.84000 461.94000 c 517.32001 461.94000 520.08000 459.17999 520.08000 455.75999 c 520.08000 452.34000 517.32001 449.52000 513.84000 449.52000 c 510.36000 449.52000 507.60001 452.34000 507.60001 455.75999 c h S q /CS0 cs 0 0 0 scn 3.36000 0 0 -22.67999 512.09998 457.38004 cm /X10 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 377.28000 455.75999 m 386.70000 455.75999 l 386.70000 455.52000 l 396.84000 455.52000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 396.24001 457.92000 m 401.10001 455.52000 l 396.24001 453.06000 l 396.24001 457.92000 l f* 480 455.75999 m 503.34000 455.75999 l S 502.67999 458.16000 m 507.60001 455.75999 l 502.67999 453.36000 l 502.67999 458.16000 l f* 419.88000 446.58000 m 419.88000 437.28000 l 513.84000 437.28000 l 513.84000 445.32001 l S 511.38000 444.72000 m 513.84000 449.52000 l 516.30000 444.72000 l 511.38000 444.72000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 437.46001 476.88000 m 442.25999 476.88000 446.22000 480.72000 446.22000 485.52000 c 446.22000 490.32001 442.25999 494.22000 437.46001 494.22000 c 402.36000 494.22000 l 397.50000 494.22000 393.60001 490.32001 393.60001 485.52000 c 393.60001 480.72000 397.50000 476.88000 402.36000 476.88000 c 437.46001 476.88000 l f* /CS0 CS 0 0 0 SCN 437.46001 476.88000 m 442.25999 476.88000 446.22000 480.72000 446.22000 485.52000 c 446.22000 490.32001 442.25999 494.22000 437.46001 494.22000 c 402.36000 494.22000 l 397.50000 494.22000 393.60001 490.32001 393.60001 485.52000 c 393.60001 480.72000 397.50000 476.88000 402.36000 476.88000 c 437.46001 476.88000 l h S q /CS0 cs 0 0 0 scn 36 0 0 -12.96001 399.89996 488.52002 cm /X11 Do Q q /CS0 cs 0 0 0 scn 4.31999 0 0 -12.96001 435.89996 488.52002 cm /X12 Do Q 471 476.88000 m 475.98000 476.88000 480 480.84000 480 485.82001 c 480 490.74001 475.98000 494.75999 471 494.75999 c 459 494.75999 l 454.02000 494.75999 449.94000 490.74001 449.94000 485.82001 c 449.94000 480.84000 454.02000 476.88000 459 476.88000 c 471 476.88000 l f* 471 476.88000 m 475.98000 476.88000 480 480.84000 480 485.82001 c 480 490.74001 475.98000 494.75999 471 494.75999 c 459 494.75999 l 454.02000 494.75999 449.94000 490.74001 449.94000 485.82001 c 449.94000 480.84000 454.02000 476.88000 459 476.88000 c 471 476.88000 l h S q /CS0 cs 0 0 0 scn 19.67999 0 0 -19.44000 455.03998 488.76004 cm /X13 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 480 485.82001 m 513.84000 485.82001 l 513.84000 466.20000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 516.30000 466.80000 m 513.84000 461.94000 l 511.38000 466.80000 l 516.30000 466.80000 l f* 465 465.66000 m 465 472.62000 l S 462.53999 472.02000 m 465 476.88000 l 467.39999 472.02000 l 462.53999 472.02000 l f* 419.88000 476.88000 m 419.88000 468.66000 l S 422.34000 469.25999 m 419.88000 464.46001 l 417.48000 469.25999 l 422.34000 469.25999 l f* 371.03999 461.94000 m 371.03999 485.52000 l 389.34000 485.52000 l S 388.67999 487.98000 m 393.60001 485.52000 l 388.67999 483.12000 l 388.67999 487.98000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 429.66000 446.58000 m 434.64000 446.58000 438.66000 450.53999 438.66000 455.52000 c 438.66000 460.44000 434.64000 464.46001 429.66000 464.46001 c 410.10001 464.46001 l 405.12000 464.46001 401.10001 460.44000 401.10001 455.52000 c 401.10001 450.53999 405.12000 446.58000 410.10001 446.58000 c 429.66000 446.58000 l f* /CS0 CS 0 0 0 SCN 429.66000 446.58000 m 434.64000 446.58000 438.66000 450.53999 438.66000 455.52000 c 438.66000 460.44000 434.64000 464.46001 429.66000 464.46001 c 410.10001 464.46001 l 405.12000 464.46001 401.10001 460.44000 401.10001 455.52000 c 401.10001 450.53999 405.12000 446.58000 410.10001 446.58000 c 429.66000 446.58000 l h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 405.35999 457.56003 cm /X4 Do Q q /CS0 cs 0 0 0 scn 21.12000 0 0 -19.44000 409.49997 458.46002 cm /X14 Do Q q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 431.09998 457.56003 cm /X6 Do Q EMC /P BMC BT 9 0 0 9 521.34000 428.52000 Tm 0 Tc 0 g ( )Tj ET EMC /P BMC BT /F0 1 Tf 7.98000 0 0 7.98000 332.22000 414.84000 Tm 0.00160 Tc -0.00349 Tw [(F)5.37109 (i)3.40271 (gure 2.)6.56128 ( )]TJ /F1 1 Tf 7.98000 0 0 7.98000 364.80226 414.84000 Tm 0.00169 Tc [(A ver)6.69861 (sion of the CFG in )]TJ ET EMC /Span BMC BT 7.98000 0 0 7.98000 444.30000 414.84000 Tm -0.00360 Tw [(Figur)7.27844 (e 1)]TJ ET EMC /P BMC BT 7.98000 0 0 7.98000 471.17999 414.84000 Tm 0.00130 Tc -0.00320 Tw [( with better)7.58362 ( cover)7.72095 (a)5.75256 (ge.)]TJ /F0 1 Tf 7.98000 0 0 7.98000 540.35863 414.84000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 326.88000 398.52000 Tm 0.00070 Tc 0.01601 Tw [(Grammars )-5.76782 (authored )-5.64575 (this )-5.58472 (way)-11.53564 ( are never guaranteed to work well )]TJ 9 0 0 9 314.64000 387.96297 Tm 0.00031 Tc 0.06300 Tw (for two reasons. First, the gramma)Tj 9 0 0 9 441.30055 387.96297 Tm 0.00090 Tc 0.05580 Tw [(r )-5.49316 (coverage )-5.37109 (is usually)-10.23865 ( poor since )]TJ 9 0 0 9 314.64000 377.40593 Tm 0.00060 Tc 0.24271 Tw [(its impossible for the grammar author to )8.60596 (think )8.69751 (of )8.72803 (all )8.78906 (possible )]TJ 9 0 0 9 314.64000 366.84889 Tm 0.00090 Tc 0.12910 Tw (callers responses. This is)Tj 9 0 0 9 407.76300 366.84889 Tm 0.00169 Tc 0.12830 Tw [( especially)-10.49805 ( true at the )8.65173 (early)-10.28442 ( )8.74329 (stage )8.80432 (of )8.83484 (the )]TJ 9 0 0 9 314.64000 356.29185 Tm 0.00130 Tc 0.06200 Tw [(application developm)7.32422 (ent when )8.45337 (little )8.51440 (r)]TJ 9 0 0 9 451.61067 356.29185 Tm 0.00160 Tc 0.05510 Tw (eal data is available. Second, )Tj 9 0 0 9 314.64000 345.73482 Tm 0.00090 Tc 0.08240 Tw [(its )-5.88989 (not )-5.84412 (easy)-10.78796 ( )-5.78308 (to )-5.75256 (m)6.28662 (a)-0.70190 (nually)-10.62012 ( construct the CFG when there are m)6.83594 (a)-0.13733 (ny)-10.10132 ( )]TJ 9 0 0 9 314.64000 335.17778 Tm 0.00101 Tc 0.00230 Tw [(different way)-10.78796 (s)5.24902 ( of asking for the same thing. )]TJ ET EMC /InlineShape BMC /CS0 CS 0.27499 0.46700 0.74899 SCN 0.20900 w 379.14000 302.75999 m 379.14000 262.08000 l 423.12000 262.08000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 422.52000 264.48000 m 427.32001 262.08000 l 422.52000 259.67999 l 422.52000 264.48000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 450.36000 253.02000 m 455.39999 253.02000 459.42000 257.10001 459.42000 262.08000 c 459.42000 267.06000 455.39999 271.14000 450.36000 271.14000 c 436.38000 271.14000 l 431.34000 271.14000 427.32001 267.06000 427.32001 262.08000 c 427.32001 257.10001 431.34000 253.02000 436.38000 253.02000 c 450.36000 253.02000 l f* /CS0 CS 0 0 0 SCN 450.36000 253.02000 m 455.39999 253.02000 459.42000 257.10001 459.42000 262.08000 c 459.42000 267.06000 455.39999 271.14000 450.36000 271.14000 c 436.38000 271.14000 l 431.34000 271.14000 427.32001 267.06000 427.32001 262.08000 c 427.32001 257.10001 431.34000 253.02000 436.38000 253.02000 c 450.36000 253.02000 l h S q /CS0 cs 0 0 0 scn 15.36000 0 0 -30.24001 433.79999 265.02005 cm /X15 Do Q q /CS0 cs 0 0 0 scn 3.36000 0 0 -30.24001 449.15997 265.02005 cm /X16 Do Q 372.96001 308.94000 m 372.96001 312.36000 375.72000 315.12000 379.14000 315.12000 c 382.50000 315.12000 385.32001 312.36000 385.32001 308.94000 c 385.32001 305.52000 382.50000 302.75999 379.14000 302.75999 c 375.72000 302.75999 372.96001 305.52000 372.96001 308.94000 c f* 372.96001 308.94000 m 372.96001 312.36000 375.72000 315.12000 379.14000 315.12000 c 382.50000 315.12000 385.32001 312.36000 385.32001 308.94000 c 385.32001 305.52000 382.50000 302.75999 379.14000 302.75999 c 375.72000 302.75999 372.96001 305.52000 372.96001 308.94000 c h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -22.32001 377.57999 310.50003 cm /X2 Do Q /CS0 cs 0.77299 0.80400 0.66299 scn 497.75999 308.94000 m 497.75999 312.36000 500.52000 315.12000 503.94000 315.12000 c 507.30000 315.12000 510.12000 312.36000 510.12000 308.94000 c 510.12000 305.52000 507.30000 302.75999 503.94000 302.75999 c 500.52000 302.75999 497.75999 305.52000 497.75999 308.94000 c f* 497.75999 308.94000 m 497.75999 312.36000 500.52000 315.12000 503.94000 315.12000 c 507.30000 315.12000 510.12000 312.36000 510.12000 308.94000 c 510.12000 305.52000 507.30000 302.75999 503.94000 302.75999 c 500.52000 302.75999 497.75999 305.52000 497.75999 308.94000 c h S q /CS0 cs 0 0 0 scn 3.36000 0 0 -22.32001 502.19995 310.50003 cm /X17 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 385.32001 308.94000 m 394.56000 308.94000 l 394.56000 308.75999 l 423.12000 308.75999 l S /CS0 cs 0.27499 0.46700 0.74899 scn 422.52000 311.16000 m 427.32001 308.75999 l 422.52000 306.36000 l 422.52000 311.16000 l f* 459.42000 262.08000 m 503.94000 262.08000 l 503.94000 298.56000 l S 501.48000 297.96001 m 503.94000 302.75999 l 506.34000 297.96001 l 501.48000 297.96001 l f* 464.39999 308.75999 m 473.64000 308.75999 l 473.64000 308.94000 l 493.50000 308.94000 l S 492.89999 311.34000 m 497.75999 308.94000 l 492.89999 306.53999 l 492.89999 311.34000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 450.36000 276.84000 m 455.39999 276.84000 459.42000 280.92000 459.42000 285.89999 c 459.42000 290.88000 455.39999 294.96001 450.36000 294.96001 c 436.38000 294.96001 l 431.34000 294.96001 427.32001 290.88000 427.32001 285.89999 c 427.32001 280.92000 431.34000 276.84000 436.38000 276.84000 c 450.36000 276.84000 l f* /CS0 CS 0 0 0 SCN 450.36000 276.84000 m 455.39999 276.84000 459.42000 280.92000 459.42000 285.89999 c 459.42000 290.88000 455.39999 294.96001 450.36000 294.96001 c 436.38000 294.96001 l 431.34000 294.96001 427.32001 290.88000 427.32001 285.89999 c 427.32001 280.92000 431.34000 276.84000 436.38000 276.84000 c 450.36000 276.84000 l h S q /CS0 cs 0 0 0 scn 14.39999 0 0 -30.24001 434.39996 288.84006 cm /X18 Do Q q /CS0 cs 0 0 0 scn 1.44000 0 0 -29.87999 449.75998 288.84006 cm /X19 Do Q /CS0 CS 0.27499 0.46700 0.74899 SCN 459.42000 285.89999 m 503.94000 285.89999 l 503.94000 298.56000 l S /CS0 cs 0.27499 0.46700 0.74899 scn 501.48000 297.96001 m 503.94000 302.75999 l 506.34000 297.96001 l 501.48000 297.96001 l f* 379.14000 302.75999 m 379.14000 285.89999 l 423.12000 285.89999 l S 422.52000 288.30000 m 427.32001 285.89999 l 422.52000 283.50000 l 422.52000 288.30000 l f* 503.94000 315.12000 m 503.94000 324.36000 l 379.14000 324.36000 l 379.14000 319.32001 l S 381.53999 319.92000 m 379.14000 315.12000 l 376.74001 319.92000 l 381.53999 319.92000 l f* /CS0 cs 0.91000 0.93300 0.96899 scn 455.46001 299.88000 m 460.38000 299.88000 464.39999 303.84000 464.39999 308.75999 c 464.39999 313.67999 460.38000 317.64000 455.46001 317.64000 c 436.20000 317.64000 l 431.28000 317.64000 427.32001 313.67999 427.32001 308.75999 c 427.32001 303.84000 431.28000 299.88000 436.20000 299.88000 c 455.46001 299.88000 l f* /CS0 CS 0 0 0 SCN 455.46001 299.88000 m 460.38000 299.88000 464.39999 303.84000 464.39999 308.75999 c 464.39999 313.67999 460.38000 317.64000 455.46001 317.64000 c 436.20000 317.64000 l 431.28000 317.64000 427.32001 313.67999 427.32001 308.75999 c 427.32001 303.84000 431.28000 299.88000 436.20000 299.88000 c 455.46001 299.88000 l h S q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 431.45996 310.86002 cm /X20 Do Q q /CS0 cs 0 0 0 scn 20.64000 0 0 -19.44000 435.59998 311.70001 cm /X21 Do Q q /CS0 cs 0 0 0 scn 2.88000 0 0 -19.80000 456.83997 310.86002 cm /X22 Do Q EMC /P BMC BT 9 0 0 9 520.49989 251.82010 Tm 0 Tc 0 Tw 0 g ( )Tj ET EMC /P BMC BT /F0 1 Tf 7.98000 0 0 7.98000 358.20000 238.14000 Tm 0.00160 Tc -0.00349 Tw [(F)5.56946 (i)3.60107 (gure 3.)6.75964 ( )]TJ /F1 1 Tf 7.98000 0 0 7.98000 390.78226 238.14000 Tm 0.00191 Tc -0.00380 Tw [(Sem)22.87292 (a)4.89807 (ntic slot spotting based gr)7.47681 (am)23.55957 (m)23.59009 (a)5.61523 (r)7.62939 (.)]TJ /F0 1 Tf 7.98000 0 0 7.98000 514.44029 238.14000 Tm 0 Tc 0 Tw ( )Tj ET EMC /P BMC BT /F1 1 Tf 9 0 0 9 326.88000 221.82010 Tm 0.00130 Tc 0.04201 Tw [(An alternative approach to achieving the sam)7.65991 (e)0.67139 ( goal is )8.77380 (sem)7.82776 (a)0.83923 (ntic )]TJ 9 0 0 9 314.64000 211.26306 Tm 0.00060 Tc 0.00940 Tw [(\(or key)-11.85608 (w)4.18091 (ord\) spotting using the gra)]TJ 9 0 0 9 442.55698 211.26306 Tm 0.00050 Tc 0.00281 Tw (mmar structure shown in Fig. 3. )Tj 9 0 0 9 314.64000 200.70602 Tm 0.00110 Tc 0.02890 Tw [(where )-5.85938 (fillers are used to m)7.38525 (odel ga)5.47791 (rbage words. Three categories of )]TJ 9 0 0 9 314.64000 190.14899 Tm 0.00060 Tc 0.08940 Tw [(filler m)6.16455 (odels \(FMs\) have been pr)]TJ 9 0 0 9 437.51741 190.14899 Tm 0.00130 Tc 0.08870 Tw [(oposed in the literature: )8.77380 (acoustic )]TJ 9 0 0 9 314.64000 179.59195 Tm 0.00020 Tc 0.14980 Tw [(only)-11.88660 ( FM [1-3])8.25500 (,)-1.75476 ( acoustic-LM FM [6,7])8.52966 (,)-1.44958 ( and LM based FM [4,5])8.88062 (.)-1.11389 ( )148.89526 ( )]TJ 9 0 0 9 314.64000 169.03491 Tm 0.00050 Tc 0.21620 Tw [(Acoustic only)-11.76453 ( FMs are multi-state HMMs trained with )8.77380 (garbage )]TJ 9 0 0 9 314.64000 158.47787 Tm 0.16280 Tw [(words. Acoustic-LM filler m)6.43921 (odels use )8.56018 (the )8.60596 (subword )8.72803 (\(phonem)6.82068 (e)-0.15259 ( )8.86536 (or )]TJ 9 0 0 9 314.64000 147.92084 Tm 0.00101 Tc 0.42900 Tw [(sy)-10.91003 (llable\) LM on top of the )8.46863 (acoustic )8.57544 (fillers )8.66699 (to )8.72803 (im)7.75146 (prove )8.83484 (the )]TJ 9 0 0 9 314.64000 137.36380 Tm 0.00020 Tc 0.08980 Tw [(performance. )-5.76782 (LM based FMs )]TJ ET EMC /Span BMC BT 9 0 0 9 425.22000 137.34010 Tm 0.00011 Tc 0 Tw ([10])Tj ET EMC /P BMC BT 9 0 0 9 440.16000 137.34010 Tm 0.00020 Tc 0.08980 Tw ( use word n-gram LM to model )Tj 9 0 0 9 314.63695 126.78307 Tm 0.00079 Tc 0.02251 Tw [(the words around the key)-10.62012 (w)4.40979 (ord. )8.45337 (The )]TJ 9 0 0 9 446.27994 126.78307 Tm 0.00060 Tc 0.01610 Tw (latter models have been shown )Tj 9 0 0 9 314.63695 116.22603 Tm 0.00130 Tc 0.22870 Tw [(to offer better accuracy)-10.63538 ( but require )8.54492 (a )8.57544 (cus)5.61523 (t)0.61035 (om)7.65991 ( )8.68225 (LM)5.72205 ( )8.74329 (trained )8.81958 (from)7.88879 ( )]TJ 9 0 0 9 314.63695 105.66899 Tm 0.00110 Tc 0.14220 Tw (domain data. All these existing )Tj 9 0 0 9 435.29993 105.66899 Tm 0.00070 Tc 0.13600 Tw [(FMs usually)-11.35254 ( require a likelihood )]TJ 9 0 0 9 314.63695 95.11195 Tm 0.00079 Tc 0.42250 Tw [(ratio based hy)-10.72693 (pothesis test that)]TJ 9 0 0 9 440.69998 95.11195 Tm 0.00050 Tc 0.41620 Tw [( is not alway)-11.30676 (s)4.71497 ( supported by)-11.10840 ( )]TJ 9 0 0 9 314.63695 84.55492 Tm 0.00090 Tc 0.06239 Tw (commercial recognizers. In this )Tj 9 0 0 9 432.83391 84.55492 Tm 0.00079 Tc 0.05589 Tw (paper, we propose a novel n-gram )Tj 9 0 0 9 314.63695 73.99788 Tm 0.00140 Tc 0.02859 Tw [(word LM)5.18799 ( bas)5.23376 (e)0.24414 (d F)5.29480 (M)5.34058 ( that can be s)5.47791 (h)2.50244 (ared by)-10.42175 ( all applications)5.78308 (, )8.80432 (and )8.86536 (can )]TJ ET EMC BT /F5 8 Tf 1 0 0 1 50.64590 728.14212 Tm 0 Tc 0 Tw 0 g 0 G 1 w 0 j 0 J /GS1 gs (International Conference on Acoustics, Speech, and Signal Processing., pp. I565-I568, Toulouse, France, 2006)Tj ET endstream endobj xref 1 1 0000116965 00000 n 4 39 0000117854 00000 n 0000118180 00000 n 0000118428 00000 n 0000118724 00000 n 0000119025 00000 n 0000119618 00000 n 0000119967 00000 n 0000120269 00000 n 0000120590 00000 n 0000120904 00000 n 0000121234 00000 n 0000121564 00000 n 0000121747 00000 n 0000122295 00000 n 0000122622 00000 n 0000123105 00000 n 0000123370 00000 n 0000123665 00000 n 0000123986 00000 n 0000124233 00000 n 0000124526 00000 n 0000124779 00000 n 0000124960 00000 n 0000125301 00000 n 0000125726 00000 n 0000126275 00000 n 0000126604 00000 n 0000126938 00000 n 0000127456 00000 n 0000127738 00000 n 0000128358 00000 n 0000128566 00000 n 0000128853 00000 n 0000129171 00000 n 0000129481 00000 n 0000129796 00000 n 0000130101 00000 n 0000130384 00000 n 0000130684 00000 n 45 10 0000131163 00000 n 0000131475 00000 n 0000131959 00000 n 0000132266 00000 n 0000132607 00000 n 0000132934 00000 n 0000133574 00000 n 0000134059 00000 n 0000134603 00000 n 0000135000 00000 n 91 1 0000135458 00000 n 94 1 0000135624 00000 n 112 4 0000135866 00000 n 0000135944 00000 n 0000136053 00000 n 0000136216 00000 n 117 2 0000136349 00000 n 0000136454 00000 n 120 1 0000136617 00000 n 123 1 0000136770 00000 n 125 1 0000136883 00000 n 127 1 0000137006 00000 n 135 3 0000137157 00000 n 0000137199 00000 n 0000137229 00000 n 139 1 0000137311 00000 n 528 20 0000137682 00000 n 0000137988 00000 n 0000138167 00000 n 0000138235 00000 n 0000138413 00000 n 0000138591 00000 n 0000138771 00000 n 0000138951 00000 n 0000139131 00000 n 0000139311 00000 n 0000139494 00000 n 0000139672 00000 n 0000139857 00000 n 0000140121 00000 n 0000140391 00000 n 0000140669 00000 n 0000140758 00000 n 0000142188 00000 n 0000142361 00000 n 0000142508 00000 n 549 16 0000142757 00000 n 0000144195 00000 n 0000144233 00000 n 0000145585 00000 n 0000146715 00000 n 0000147545 00000 n 0000148850 00000 n 0000149719 00000 n 0000150028 00000 n 0000150337 00000 n 0000150678 00000 n 0000151005 00000 n 0000152427 00000 n 0000155107 00000 n 0000163309 00000 n 0000163561 00000 n 571 19 0000163829 00000 n 0000164155 00000 n 0000164916 00000 n 0000165236 00000 n 0000165910 00000 n 0000166544 00000 n 0000167031 00000 n 0000167374 00000 n 0000167699 00000 n 0000168170 00000 n 0000168426 00000 n 0000168991 00000 n 0000169351 00000 n 0000169982 00000 n 0000170536 00000 n 0000170929 00000 n 0000171271 00000 n 0000171580 00000 n 0000172210 00000 n 592 26 0000172514 00000 n 0000173566 00000 n 0000174613 00000 n 0000175658 00000 n 0000176708 00000 n 0000177759 00000 n 0000177783 00000 n 0000177960 00000 n 0000178054 00000 n 0000178138 00000 n 0000178175 00000 n 0000178212 00000 n 0000178525 00000 n 0000210700 00000 n 0000210872 00000 n 0000211929 00000 n 0000212177 00000 n 0000212215 00000 n 0000212251 00000 n 0000212596 00000 n 0000212690 00000 n 0000212786 00000 n 0000212836 00000 n 0000212873 00000 n 0000213186 00000 n 0000213257 00000 n trailer < <2B472C5FD3E51E45ABA96E0B50318598>] >> startxref 245628 %%EOF