Speech Recognition - EEE

8/6/2019 Speech Recognition - EEE

1/11

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akcbq* bsa, Shfq

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http://www.projectsworlds.blogspot.com/http://www.projectsworlds.blogspot.com/mailto:[email protected]://www.projectsworlds.blogspot.com/mailto:[email protected]://www.projectsworlds.blogspot.com/http://www.projectsworlds.blogspot.com/http://www.projectsworlds.blogspot.com/


2/11


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(g& Qybgmbr

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ygrsfafygsb,


3/11


@fer b 7 , Ogqfa qsr as rbq k`

qybgmbr rbakelfsfkl qvqsbdq

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shb blrkjjdbls qbqqfklq kr srgflfle

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glgjvqfq fq shb dkqs akddkl ugv

sk ahgrgasbrf~b shb qybbah qfelgj,


ygrsfafygsb,


4/11


5/11


@fer b 1 , Ojkam cfgergd k` shb

D@AA yrkabqqkr @rgdb Ojkamfle >

Fl shfq qsby shb aklsfl k q qybbah

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obfle qb ygrgsbc ov D (D : L &,

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$ ?D qgdyjbq, Shfq yrkabqq

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glc blc k` bgah `rgdb, Shb

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qybasrgj cfqskrsfkl ov qfle shb

uflcku sk sgybr shb qfelgj sk ~brk

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* uhbrb L

fq shb l dobr k` qgdyjbq fl bgah

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`rbw blav ckdgfl, Shb @@S fq g

`gqs gjekrfshd sk fdyjbdbls shb


ygrsfafygsb,


6/11


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qgdyjbq } xl t* gq `kjjku>

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l dobrq, Shb rbq jsfle qbw blab

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9* ykqfsfpb `rbw blafbq

akrrbqyklc sk

pgj bq * uhfjb

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@q cblksbq shb qgdyjfle

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ybrfkckergd ,

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jflbgr qagjb, Sh q `kr bgah sklb

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fq dbgq rbc kl g qagjb agjjbc shb

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gq shb oglcufcsh fq cbsbrdflbc ov

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sh q aklqfqsq k` shb k sy s ykubr

k` shbqb `fjsbrq uhbl Q( &fq shb

fly s, Shb l dobr k` dbj

qybasr d akb``fafblsq* M * fq

svyfagjjv ahkqbl gq ?9,


ygrsfafygsb,


7/11


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qybasr d fq aklpbrsbc ogam sk

sfdb, Shb rbq js fq agjjbc shb dbj

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(D@AA&, Shb abyqsrgj

rbyrbqblsgsfkl k` shb qybbah

qybasr d yrkpfcbq g ekkc

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yrkybrsfbq k` shb qfelgj `kr shb

efpbl `rgdb glgjvqfq, Obag qb shb

dbj qybasr d akb``fafblsq (glc qk

shbfr jkegrfshd& grb rbgj l dobrq*

ub agl aklpbrs shbd sk shb sfdb

ckdgfl qfle shb Cfqarbsb Akqflb

Srglq`krd (CAS&, Shbrb`krb f` ub

cblksb shkqb dbj ykubr qybasr dakb``fafblsq shgs grb shb rbq js k`

shb jgqs qsby grb

* ub agl

agja jgsb shb D@AA%q* gq

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bxaj cbc* `rkd shb CAS qflab

fs rbyrbqblsq shb dbgl pgj b k` shb

fly s qfelgj uhfah agrrfbc jfssjb

qybgmbr qybaf`fa fl`krdgsfkl,

Ov gyyjvfle shb yrkabc rb

cbqarfobc gokpb* `kr bgah qybbah

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qhkrs$sbrd ykubr qybasr d

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gak qsfa pbaskrq, Fl shb lbxs

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gak qsfa pbaskrq agl ob qbc sk

rbyrbqbls glc rbakelf~b shb pkfabahgrgasbrfqsfa k` shb qybgmbr,

@bgs rb Dgsahfle

Flsrkc asfkl

Shb yrkojbd k` qybgmbr

rbakelfsfkl objkleq sk ygssbrl

rbakelfsfkl , Shb konbasfpb k`

ygssbrl rbakelfsfkl fq sk ajgqqf`v


ygrsfafygsb,


8/11


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l dobr k` agsbekrfbq kr ajgqqbq,

Shb konbasq k` flsbrbqs grb

eblbrfagjjv agjjbc ygssbrlq glc fl

k r agqb grb qbw blabq k` gak qsfa

pbaskrq shgs grb bxsrgasbc `rkd gl

fly s qybbah qfle shb sbahlfw bq

cbqarfobc fl shb yrbpfk q qbasfkl,

Shb ajgqqbq hbrb rb`br sk flcfpfc gj

qybgmbrq, Qflab shb ajgqqf`fagsfkl

yrkabc rb fl k r agqb fq gyyjfbc kl

bxsrgasbc `bgs rbq* fs agl gjqk ob

rb`brrbc sk gq `bgs rb dgsahfle ,

Shb qsgsb$k`$shb$grs fl `bgs rb

dgsahfle sbahlfw bq qbc fl

qybgmbr rbakelfsfkl flaj cb

Cvlgdfa Sfdb Ugryfle (CSU&*

Hfccbl Dgrmkp Dkcbjfle (HDD&*glc Pbaskr W glsf~gsfkl (PW&, Fl

shfq ygybr shb PW gyyrkgah ufjj ob

qbc* c b sk bgqb k`

fdyjbdblsgsfkl glc hfeh gaa rgav,

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pbaskrq `rkd g jgreb pbaskr qygab

sk g `flfsb l dobr k` rbefklq fl

shgs qygab, Bgah rbefkl fq agjjbc g

aj qsbr glc agl ob rbyrbqblsbc ov

fsq ablsbr agjjbc g akcbukrc , Shb

akjjbasfkl k` gjj akcbukrcq fq

agjjbc g akcbokkm ,

@fe rb 3 qhkuq g aklabys gj

cfgergd sk fjj qsrgsb shfq

rbakelfsfkl yrkabqq, Fl shb `fe rb*

kljv suk qybgmbrq glc suk

cfdblqfklq k` shb gak qsfa qygab

grb qhkul, Shb afrajbq rb`br sk shb

gak qsfa pbaskrq `rkd shb qybgmbr 7

uhfjb shb srfglejbq grb `rkd shb

qybgmbr ?, Fl shb srgflfle yhgqb* g

qybgmbr$qybaf`fa PW akcbokkm fq

eblbrgsbc `kr bgah mlkul qybgmbr

ov aj qsbrfle hfq+hbr srgflfle

gak qsfa pbaskrq, Shb rbq js

akcbukrcq (ablsrkfcq& grb qhkul

fl @fe rb 3 ov ojgam afrajbq glc

ojgam srfglejbq `kr qybgmbr 7 glc ?*

rbqybasfpbjv, Shb cfqsglab `rkd gpbaskr sk shb ajkqbqs akcbukrc k` g

akcbokkm fq agjjbc g PW$

cfqskrsfkl, Fl shb rbakelfsfkl

yhgqb* gl fly s ssbrglab k` gl

lmlkul pkfab fq /pbaskr$

w glsf~bc/ qfle bgah srgflbc

akcbokkm glc shb sksgj PW

cfqskrsfkl fq akdy sbc, Shb

qybgmbr akrrbqyklcfle sk shb PW

akcbokkm ufsh qdgjjbqs sksgj

cfqskrsfkl fq fcblsf`fbc,


ygrsfafygsb,


9/11


@fer b 3 , Aklabys gj cfgergd

fjj qsrgsfle pbaskr w glsf~gsfkl

akcbokkm `krdgsfkl,

Klb qybgmbr agl ob cfqarfdflgsbc

`rkd glkshbr ogqbc k` shb jkagsfkl

k` ablsrkfcq,

Aj qsbrfle shb Srgflfle

Pbaskrq

G`sbr shb blrkjdbls qbqqfkl* shb

gak qsfa pbaskrq bxsrgasbc `rkd

fly s qybbah k` g qybgmbr yrkpfcb g

qbs k` srgflfle pbaskrq, Gq

cbqarfobc gokpb* shb lbxs

fdykrsgls qsby fq sk o fjc g

qybgmbr$qybaf`fa PW akcbokkm `kr

shfq qybgmbr qfle shkqb srgflfle

pbaskrq, Shbrb fq g ubjj$mlku

gjekrfshd* lgdbjv JOE gjekrfshd

]Jflcb* O ~k glc Ergv* 7689T* `kr

aj qsbrfle g qbs k` J srgflfle

pbaskrq flsk g qbs k` D akcbokkm

pbaskrq, Shb gjekrfshd fq `krdgjjv

fdyjbdblsbc ov shb `kjjkufle

rba rqfpb yrkabc rb>

7, Cbqfel g 7$pbaskr akcbokkm=

shfq fq shb ablsrkfc k` shb blsfrb qbs

k` srgflfle pbaskrq (hblab* lk

fsbrgsfkl fq rbw frbc hbrb&,

?, Ck ojb shb qf~b k` shb akcbokkm

ov qyjfssfle bgah a rrbls akcbokkm

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a rrbls qf~b k` shb akcbokkm* glc

fq g qyjfssfle ygrgdbsbr (ub

ahkkqb 49,97&,

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bgah srgflfle pbaskr* `flc shb

akcbukrc fl shb a rrbls akcbokkm shgs fq ajkqbqs (fl sbrdq k`

qfdfjgrfsv dbgq rbdbls&* glc

gqqfel shgs pbaskr sk shb

akrrbqyklcfle abjj (gqqkafgsbc ufsh

shb ajkqbqs akcbukrc&,

3, Ablsrkfc Rycgsb> ycgsb shb

akcbukrc fl bgah abjj qfle shb


ygrsfafygsb,


10/11


ablsrkfc k` shb srgflfle pbaskrq

gqqfelbc sk shgs abjj,

2, Fsbrgsfkl 7> rbybgs qsbyq 1 glc 3

lsfj shb gpbrgeb cfqsglab `gjjq

objku g yrbqbs shrbqhkjc

0, Fsbrgsfkl ?> rbybgs qsbyq ?* 1 glc

3 lsfj g akcbokkm qf~b k` D fq

cbqfelbc,

Fls fsfpbjv* shb JOE gjekrfshd

cbqfelq gl D $pbaskr akcbokkm fl

qsgebq, Fs qsgrsq `frqs ov cbqfelfle g

7$pbaskr akcbokkm* shbl qbq g

qyjfssfle sbahlfw b kl shb

akcbukrcq sk flfsfgjf~b shb qbgrah

`kr g ?$pbaskr akcbokkm* glc

akls fl bq shb qyjfssfle yrkabqq lsfj

shb cbqfrbc D $pbaskr akcbokkm fq

kosgflbc,@fe rb 2 qhkuq* fl g `jku cfgergd*

shb cbsgfjbc qsbyq k` shb JOE

gjekrfshd, / Aj qsbr pbaskrq/ fq shb

lbgrbqs$lbfehokr qbgrah yrkabc rb

uhfah gqqfelq bgah srgflfle pbaskr

sk g aj qsbr gqqkafgsbc ufsh shb

ajkqbqs akcbukrc, / @flc ablsrkfcq /

fq shb ablsrkfc ycgsb yrkabc rb,

/ Akdy sb C (cfqskrsfkl& / q dq shb

cfqsglabq k` gjj srgflfle pbaskrq fl

shb lbgrbqs$lbfehokr qbgrah qk gq

sk cbsbrdflb uhbshbr shb

yrkabc rb hgq aklpbrebc,

@fer b 2 , @jku cfgergd k` shb

JOE gjekrfshd


ygrsfafygsb,


11/11


Aklajrqfkl>

Bpbl shk eh d ah agrb fqsgmbl fs fq cf``fa js sk kosgfl gl

b` fafbls qybgmbr rbakelfsfkl

qvqsbd qflab shfq sgqm hgq obbl

ahgjjblebc ov shb hfehjv pgrfgls

fly s qybbah qfelgjq, Shb yrflafyjb

qk rab k` shfq pgrfglab fq shb

qybgmbr hfdqbj`, Qybbah qfelgjq fl

srgflfle glc sbqsfle qbqqfklq agl ob

erbgsjv cf``brbls c b sk dglv `gasq

q ah gq ybkyjb pkfab ahgleb ufsh

sfdb* hbgjsh aklcfsfklq (b,e, shb

qybgmbr hgq g akjc&* qybgmfle rgsbq*

bsa, Shbrb grb gjqk kshbr `gaskrq*

obvklc qybgmbr pgrfgofjfsv* shgs

yrbqbls g ahgjjbleb sk qybgmbr

rbakelfsfkl sbahlkjkev, Obag qb k`

gjj shbqb cf``fa jsfbq shfq

sbahlkjkev fq qsfjj gl gasfpb grbg k`

rbqbgrah,

_b`brblabq ]7T J,_, _goflbr glc O,H, N gle*

@ lcgdblsgjq k` Qybbah

_bakelfsfkl * Yrblsfab$Hgjj*

Blejbukkc Ajf``q* L,N,* 7661,

]?T J,_, _goflbr glc _,U,

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Documents

Speech Recognition - EEE