id sid tid token lemma pos ap-1440 1 1 ap-5-11.dvi ap-5-11.dvi PROPN ap-1440 1 2 acta acta PROPN ap-1440 1 3 polytechnica polytechnica PROPN ap-1440 1 4 vol vol NOUN ap-1440 1 5 . . PUNCT ap-1440 2 1 51 51 NUM ap-1440 2 2 no no NOUN ap-1440 2 3 . . PUNCT ap-1440 3 1 5/2011 5/2011 NUM ap-1440 3 2 phphmm phphmm NOUN ap-1440 3 3 tool tool NOUN ap-1440 3 4 for for ADP ap-1440 3 5 generating generate VERB ap-1440 3 6 speech speech NOUN ap-1440 3 7 recogniser recogniser PROPN ap-1440 3 8 source source NOUN ap-1440 3 9 codes code NOUN ap-1440 3 10 using use VERB ap-1440 3 11 web web NOUN ap-1440 3 12 technologies technology NOUN ap-1440 3 13 r. r. PROPN ap-1440 3 14 krejč́ı krejč́ı PROPN ap-1440 3 15 abstract abstract ADV ap-1440 3 16 this this DET ap-1440 3 17 paper paper NOUN ap-1440 3 18 deals deal NOUN ap-1440 3 19 with with ADP ap-1440 3 20 the the DET ap-1440 3 21 “ " PUNCT ap-1440 3 22 phphmm phphmm ADJ ap-1440 3 23 ” " PUNCT ap-1440 3 24 software software NOUN ap-1440 3 25 tool tool NOUN ap-1440 3 26 , , PUNCT ap-1440 3 27 which which PRON ap-1440 3 28 facilitates facilitate VERB ap-1440 3 29 the the DET ap-1440 3 30 development development NOUN ap-1440 3 31 and and CCONJ ap-1440 3 32 optimisation optimisation NOUN ap-1440 3 33 of of ADP ap-1440 3 34 speech speech NOUN ap-1440 3 35 recognition recognition NOUN ap-1440 3 36 algorithms algorithm NOUN ap-1440 3 37 . . PUNCT ap-1440 4 1 this this DET ap-1440 4 2 tool tool NOUN ap-1440 4 3 is be AUX ap-1440 4 4 being be AUX ap-1440 4 5 developed develop VERB ap-1440 4 6 in in ADP ap-1440 4 7 the the DET ap-1440 4 8 speech speech NOUN ap-1440 4 9 processing processing NOUN ap-1440 4 10 group group NOUN ap-1440 4 11 at at ADP ap-1440 4 12 the the DET ap-1440 4 13 department department PROPN ap-1440 4 14 of of ADP ap-1440 4 15 circuit circuit PROPN ap-1440 4 16 theory theory NOUN ap-1440 4 17 , , PUNCT ap-1440 4 18 ctu ctu NOUN ap-1440 4 19 in in ADP ap-1440 4 20 prague prague PROPN ap-1440 4 21 , , PUNCT ap-1440 4 22 and and CCONJ ap-1440 4 23 it it PRON ap-1440 4 24 is be AUX ap-1440 4 25 used use VERB ap-1440 4 26 to to PART ap-1440 4 27 generate generate VERB ap-1440 4 28 the the DET ap-1440 4 29 source source NOUN ap-1440 4 30 code code NOUN ap-1440 4 31 of of ADP ap-1440 4 32 a a DET ap-1440 4 33 speech speech NOUN ap-1440 4 34 recogniser recogniser NOUN ap-1440 4 35 by by ADP ap-1440 4 36 means mean NOUN ap-1440 4 37 of of ADP ap-1440 4 38 the the DET ap-1440 4 39 php php PROPN ap-1440 4 40 scripting scripting NOUN ap-1440 4 41 language language NOUN ap-1440 4 42 and and CCONJ ap-1440 4 43 the the DET ap-1440 4 44 mysql mysql NOUN ap-1440 4 45 database database NOUN ap-1440 4 46 . . PUNCT ap-1440 5 1 the the DET ap-1440 5 2 input input NOUN ap-1440 5 3 of of ADP ap-1440 5 4 the the DET ap-1440 5 5 system system NOUN ap-1440 5 6 is be AUX ap-1440 5 7 a a DET ap-1440 5 8 model model NOUN ap-1440 5 9 of of ADP ap-1440 5 10 speech speech NOUN ap-1440 5 11 in in ADP ap-1440 5 12 a a DET ap-1440 5 13 standard standard ADJ ap-1440 5 14 htk htk PROPN ap-1440 5 15 format format NOUN ap-1440 5 16 and and CCONJ ap-1440 5 17 a a DET ap-1440 5 18 list list NOUN ap-1440 5 19 of of ADP ap-1440 5 20 words word NOUN ap-1440 5 21 to to PART ap-1440 5 22 be be AUX ap-1440 5 23 recognised recognise VERB ap-1440 5 24 . . PUNCT ap-1440 6 1 the the DET ap-1440 6 2 output output NOUN ap-1440 6 3 consists consist VERB ap-1440 6 4 of of ADP ap-1440 6 5 the the DET ap-1440 6 6 source source NOUN ap-1440 6 7 codes code NOUN ap-1440 6 8 and and CCONJ ap-1440 6 9 data datum NOUN ap-1440 6 10 structures structure NOUN ap-1440 6 11 in in ADP ap-1440 6 12 c c NOUN ap-1440 6 13 programming programming NOUN ap-1440 6 14 language language NOUN ap-1440 6 15 , , PUNCT ap-1440 6 16 which which PRON ap-1440 6 17 are be AUX ap-1440 6 18 then then ADV ap-1440 6 19 compiled compile VERB ap-1440 6 20 into into ADP ap-1440 6 21 an an DET ap-1440 6 22 executable executable ADJ ap-1440 6 23 program program NOUN ap-1440 6 24 . . PUNCT ap-1440 7 1 this this DET ap-1440 7 2 tool tool NOUN ap-1440 7 3 is be AUX ap-1440 7 4 operated operate VERB ap-1440 7 5 via via ADP ap-1440 7 6 a a DET ap-1440 7 7 web web NOUN ap-1440 7 8 interface interface NOUN ap-1440 7 9 . . PUNCT ap-1440 8 1 keywords keyword NOUN ap-1440 8 2 : : PUNCT ap-1440 8 3 speech speech NOUN ap-1440 8 4 recognition recognition NOUN ap-1440 8 5 , , PUNCT ap-1440 8 6 dsp dsp PROPN ap-1440 8 7 , , PUNCT ap-1440 8 8 php php NOUN ap-1440 8 9 , , PUNCT ap-1440 8 10 mysql mysql NOUN ap-1440 8 11 , , PUNCT ap-1440 8 12 omap omap NOUN ap-1440 8 13 , , PUNCT ap-1440 8 14 tms320c674x tms320c674x ADJ ap-1440 8 15 , , PUNCT ap-1440 8 16 arm arm NOUN ap-1440 8 17 . . PUNCT ap-1440 9 1 1 1 NUM ap-1440 9 2 introduction introduction NOUN ap-1440 9 3 an an DET ap-1440 9 4 automatic automatic ADJ ap-1440 9 5 speech speech NOUN ap-1440 9 6 recogniser recogniser NOUN ap-1440 9 7 is be AUX ap-1440 9 8 a a DET ap-1440 9 9 computer computer NOUN ap-1440 9 10 program program NOUN ap-1440 9 11 consisting consist VERB ap-1440 9 12 of of ADP ap-1440 9 13 interconnected interconnected ADJ ap-1440 9 14 algorithms algorithm NOUN ap-1440 9 15 whose whose DET ap-1440 9 16 input input NOUN ap-1440 9 17 is be AUX ap-1440 9 18 human human ADJ ap-1440 9 19 speech speech NOUN ap-1440 9 20 converted convert VERB ap-1440 9 21 from from ADP ap-1440 9 22 a a DET ap-1440 9 23 microphone microphone NOUN ap-1440 9 24 into into ADP ap-1440 9 25 digital digital ADJ ap-1440 9 26 form form NOUN ap-1440 9 27 , , PUNCT ap-1440 9 28 and and CCONJ ap-1440 9 29 the the DET ap-1440 9 30 output output NOUN ap-1440 9 31 is be AUX ap-1440 9 32 a a DET ap-1440 9 33 text text NOUN ap-1440 9 34 transcription transcription NOUN ap-1440 9 35 of of ADP ap-1440 9 36 this this DET ap-1440 9 37 speech speech NOUN ap-1440 9 38 . . PUNCT ap-1440 10 1 the the DET ap-1440 10 2 structure structure NOUN ap-1440 10 3 of of ADP ap-1440 10 4 the the DET ap-1440 10 5 speech speech NOUN ap-1440 10 6 recogniser recogniser NOUN ap-1440 10 7 consists consist VERB ap-1440 10 8 of of ADP ap-1440 10 9 two two NUM ap-1440 10 10 main main ADJ ap-1440 10 11 phases phase NOUN ap-1440 10 12 : : PUNCT ap-1440 10 13 in in ADP ap-1440 10 14 the the DET ap-1440 10 15 first first ADJ ap-1440 10 16 phase phase NOUN ap-1440 10 17 , , PUNCT ap-1440 10 18 so so ADV ap-1440 10 19 - - PUNCT ap-1440 10 20 called call VERB ap-1440 10 21 “ " PUNCT ap-1440 10 22 training training NOUN ap-1440 10 23 ” " PUNCT ap-1440 10 24 is be AUX ap-1440 10 25 carried carry VERB ap-1440 10 26 out out ADP ap-1440 10 27 , , PUNCT ap-1440 10 28 resulting result VERB ap-1440 10 29 in in ADP ap-1440 10 30 the the DET ap-1440 10 31 creation creation NOUN ap-1440 10 32 and and CCONJ ap-1440 10 33 filling filling NOUN ap-1440 10 34 of of ADP ap-1440 10 35 data datum NOUN ap-1440 10 36 structures structure NOUN ap-1440 10 37 that that PRON ap-1440 10 38 describe describe VERB ap-1440 10 39 a a DET ap-1440 10 40 speech speech NOUN ap-1440 10 41 model model NOUN ap-1440 10 42 . . PUNCT ap-1440 11 1 in in ADP ap-1440 11 2 the the DET ap-1440 11 3 second second ADJ ap-1440 11 4 phase phase NOUN ap-1440 11 5 of of ADP ap-1440 11 6 this this DET ap-1440 11 7 process process NOUN ap-1440 11 8 , , PUNCT ap-1440 11 9 decoding decode VERB ap-1440 11 10 algorithms algorithm NOUN ap-1440 11 11 are be AUX ap-1440 11 12 developed develop VERB ap-1440 11 13 that that PRON ap-1440 11 14 provide provide VERB ap-1440 11 15 the the DET ap-1440 11 16 speech speech NOUN ap-1440 11 17 recognition recognition NOUN ap-1440 11 18 itself itself PRON ap-1440 11 19 , , PUNCT ap-1440 11 20 using use VERB ap-1440 11 21 the the DET ap-1440 11 22 speech speech NOUN ap-1440 11 23 models model NOUN ap-1440 11 24 obtained obtain VERB ap-1440 11 25 in in ADP ap-1440 11 26 the the DET ap-1440 11 27 training training NOUN ap-1440 11 28 phase phase NOUN ap-1440 11 29 . . PUNCT ap-1440 12 1 since since SCONJ ap-1440 12 2 huge huge ADJ ap-1440 12 3 amounts amount NOUN ap-1440 12 4 of of ADP ap-1440 12 5 data datum NOUN ap-1440 12 6 are be AUX ap-1440 12 7 needed need VERB ap-1440 12 8 in in ADP ap-1440 12 9 order order NOUN ap-1440 12 10 to to PART ap-1440 12 11 create create VERB ap-1440 12 12 the the DET ap-1440 12 13 speech speech NOUN ap-1440 12 14 recogniser recogniser NOUN ap-1440 12 15 , , PUNCT ap-1440 12 16 and and CCONJ ap-1440 12 17 huge huge ADJ ap-1440 12 18 amounts amount NOUN ap-1440 12 19 of of ADP ap-1440 12 20 data datum NOUN ap-1440 12 21 are be AUX ap-1440 12 22 elaborated elaborate VERB ap-1440 12 23 , , PUNCT ap-1440 12 24 many many ADJ ap-1440 12 25 activities activity NOUN ap-1440 12 26 are be AUX ap-1440 12 27 performed perform VERB ap-1440 12 28 automatically automatically ADV ap-1440 12 29 using use VERB ap-1440 12 30 scripts script NOUN ap-1440 12 31 . . PUNCT ap-1440 13 1 this this PRON ap-1440 13 2 facilitates facilitate VERB ap-1440 13 3 the the DET ap-1440 13 4 work work NOUN ap-1440 13 5 and and CCONJ ap-1440 13 6 eliminates eliminate VERB ap-1440 13 7 the the DET ap-1440 13 8 need need NOUN ap-1440 13 9 for for ADP ap-1440 13 10 repeated repeat VERB ap-1440 13 11 manual manual ADJ ap-1440 13 12 data datum NOUN ap-1440 13 13 processing processing NOUN ap-1440 13 14 . . PUNCT ap-1440 14 1 this this PRON ap-1440 14 2 is be AUX ap-1440 14 3 usually usually ADV ap-1440 14 4 done do VERB ap-1440 14 5 using use VERB ap-1440 14 6 the the DET ap-1440 14 7 htk htk PROPN ap-1440 14 8 toolkit toolkit NOUN ap-1440 15 1 [ [ X ap-1440 15 2 1 1 NUM ap-1440 15 3 ] ] PUNCT ap-1440 15 4 , , PUNCT ap-1440 15 5 with with SCONJ ap-1440 15 6 the the DET ap-1440 15 7 use use NOUN ap-1440 15 8 of of ADP ap-1440 15 9 which which PRON ap-1440 15 10 a a DET ap-1440 15 11 complete complete ADJ ap-1440 15 12 speech speech NOUN ap-1440 15 13 recogniser recogniser NOUN ap-1440 15 14 for for ADP ap-1440 15 15 the the DET ap-1440 15 16 pc pc NOUN ap-1440 15 17 platform platform NOUN ap-1440 15 18 can can AUX ap-1440 15 19 be be AUX ap-1440 15 20 created create VERB ap-1440 15 21 . . PUNCT ap-1440 16 1 however however ADV ap-1440 16 2 , , PUNCT ap-1440 16 3 when when SCONJ ap-1440 16 4 creating create VERB ap-1440 16 5 a a DET ap-1440 16 6 speech speech NOUN ap-1440 16 7 recogniser recogniser NOUN ap-1440 16 8 to to PART ap-1440 16 9 be be AUX ap-1440 16 10 run run VERB ap-1440 16 11 on on ADP ap-1440 16 12 various various ADJ ap-1440 16 13 hardware hardware NOUN ap-1440 16 14 platforms platform NOUN ap-1440 16 15 , , PUNCT ap-1440 16 16 e.g. e.g. ADV ap-1440 16 17 digital digital ADJ ap-1440 16 18 signal signal NOUN ap-1440 16 19 processors processor NOUN ap-1440 16 20 , , PUNCT ap-1440 16 21 no no DET ap-1440 16 22 such such ADJ ap-1440 16 23 public public ADJ ap-1440 16 24 tool tool NOUN ap-1440 16 25 is be AUX ap-1440 16 26 available available ADJ ap-1440 16 27 , , PUNCT ap-1440 16 28 and and CCONJ ap-1440 16 29 thus thus ADV ap-1440 16 30 proprietary proprietary ADJ ap-1440 16 31 software software NOUN ap-1440 16 32 has have VERB ap-1440 16 33 to to PART ap-1440 16 34 be be AUX ap-1440 16 35 programmed program VERB ap-1440 16 36 . . PUNCT ap-1440 17 1 in in ADP ap-1440 17 2 this this DET ap-1440 17 3 case case NOUN ap-1440 17 4 , , PUNCT ap-1440 17 5 the the DET ap-1440 17 6 speech speech NOUN ap-1440 17 7 models model NOUN ap-1440 17 8 trained train VERB ap-1440 17 9 using use VERB ap-1440 17 10 the the DET ap-1440 17 11 htk htk PROPN ap-1440 17 12 toolkit toolkit NOUN ap-1440 17 13 can can AUX ap-1440 17 14 be be AUX ap-1440 17 15 utilised utilise VERB ap-1440 17 16 , , PUNCT ap-1440 17 17 but but CCONJ ap-1440 17 18 it it PRON ap-1440 17 19 is be AUX ap-1440 17 20 necessary necessary ADJ ap-1440 17 21 to to PART ap-1440 17 22 use use VERB ap-1440 17 23 totally totally ADV ap-1440 17 24 different different ADJ ap-1440 17 25 algorithms algorithm NOUN ap-1440 17 26 and and CCONJ ap-1440 17 27 optimisation optimisation NOUN ap-1440 17 28 methods method NOUN ap-1440 17 29 for for ADP ap-1440 17 30 their their PRON ap-1440 17 31 treatment treatment NOUN ap-1440 17 32 than than ADP ap-1440 17 33 those those PRON ap-1440 17 34 used use VERB ap-1440 17 35 on on ADP ap-1440 17 36 the the DET ap-1440 17 37 pc pc NOUN ap-1440 17 38 platform platform NOUN ap-1440 17 39 . . PUNCT ap-1440 18 1 to to PART ap-1440 18 2 test test VERB ap-1440 18 3 the the DET ap-1440 18 4 optimisation optimisation NOUN ap-1440 18 5 methods method NOUN ap-1440 18 6 , , PUNCT ap-1440 18 7 it it PRON ap-1440 18 8 is be AUX ap-1440 18 9 often often ADV ap-1440 18 10 necessary necessary ADJ ap-1440 18 11 to to PART ap-1440 18 12 change change VERB ap-1440 18 13 the the DET ap-1440 18 14 data data NOUN ap-1440 18 15 structures structure NOUN ap-1440 18 16 and and CCONJ ap-1440 18 17 convert convert VERB ap-1440 18 18 their their PRON ap-1440 18 19 parameters parameter NOUN ap-1440 18 20 . . PUNCT ap-1440 19 1 for for ADP ap-1440 19 2 this this DET ap-1440 19 3 purpose purpose NOUN ap-1440 19 4 , , PUNCT ap-1440 19 5 the the DET ap-1440 19 6 speech speech NOUN ap-1440 19 7 processing processing NOUN ap-1440 19 8 group group NOUN ap-1440 19 9 at at ADP ap-1440 19 10 the the DET ap-1440 19 11 department department PROPN ap-1440 19 12 of of ADP ap-1440 19 13 circuit circuit PROPN ap-1440 19 14 theory theory NOUN ap-1440 19 15 , , PUNCT ap-1440 19 16 ctu ctu NOUN ap-1440 19 17 in in ADP ap-1440 19 18 prague prague PROPN ap-1440 19 19 has have AUX ap-1440 19 20 been be AUX ap-1440 19 21 developing develop VERB ap-1440 19 22 a a DET ap-1440 19 23 “ " PUNCT ap-1440 19 24 phphmm phphmm NOUN ap-1440 19 25 ” " PUNCT ap-1440 19 26 tool tool NOUN ap-1440 19 27 that that PRON ap-1440 19 28 facilitates facilitate VERB ap-1440 19 29 and and CCONJ ap-1440 19 30 integrates integrate VERB ap-1440 19 31 the the DET ap-1440 19 32 development development NOUN ap-1440 19 33 of of ADP ap-1440 19 34 speech speech NOUN ap-1440 19 35 recognition recognition NOUN ap-1440 19 36 algorithms algorithm NOUN ap-1440 19 37 to to ADP ap-1440 19 38 alternative alternative ADJ ap-1440 19 39 hardware hardware NOUN ap-1440 19 40 platforms platform NOUN ap-1440 19 41 . . PUNCT ap-1440 20 1 2 2 NUM ap-1440 20 2 phphmm phphmm NOUN ap-1440 20 3 tool tool NOUN ap-1440 20 4 the the DET ap-1440 20 5 phphmm phphmm NOUN ap-1440 20 6 tool tool NOUN ap-1440 20 7 is be AUX ap-1440 20 8 a a DET ap-1440 20 9 set set NOUN ap-1440 20 10 of of ADP ap-1440 20 11 scripts script NOUN ap-1440 20 12 in in ADP ap-1440 20 13 php php PROPN ap-1440 20 14 scripting scripting NOUN ap-1440 20 15 language language NOUN ap-1440 21 1 [ [ X ap-1440 21 2 2 2 X ap-1440 21 3 ] ] PUNCT ap-1440 21 4 using use VERB ap-1440 21 5 the the DET ap-1440 21 6 mysql mysql NOUN ap-1440 21 7 database database NOUN ap-1440 21 8 server server NOUN ap-1440 21 9 [ [ X ap-1440 21 10 3 3 NUM ap-1440 21 11 ] ] PUNCT ap-1440 21 12 . . PUNCT ap-1440 22 1 this this DET ap-1440 22 2 technology technology NOUN ap-1440 22 3 has have AUX ap-1440 22 4 become become VERB ap-1440 22 5 one one NUM ap-1440 22 6 of of ADP ap-1440 22 7 the the DET ap-1440 22 8 standards standard NOUN ap-1440 22 9 for for ADP ap-1440 22 10 generating generate VERB ap-1440 22 11 web web NOUN ap-1440 22 12 pages page NOUN ap-1440 22 13 , , PUNCT ap-1440 22 14 but but CCONJ ap-1440 22 15 it it PRON ap-1440 22 16 is be AUX ap-1440 22 17 also also ADV ap-1440 22 18 useful useful ADJ ap-1440 22 19 for for ADP ap-1440 22 20 generating generate VERB ap-1440 22 21 other other ADJ ap-1440 22 22 texts text NOUN ap-1440 22 23 , , PUNCT ap-1440 22 24 such such ADJ ap-1440 22 25 as as ADP ap-1440 22 26 the the DET ap-1440 22 27 source source NOUN ap-1440 22 28 code code NOUN ap-1440 22 29 in in ADP ap-1440 22 30 any any DET ap-1440 22 31 programming programming NOUN ap-1440 22 32 language language NOUN ap-1440 22 33 . . PUNCT ap-1440 23 1 the the DET ap-1440 23 2 basis basis NOUN ap-1440 23 3 of of ADP ap-1440 23 4 the the DET ap-1440 23 5 phphmm phphmm NOUN ap-1440 23 6 tool tool NOUN ap-1440 23 7 is be AUX ap-1440 23 8 a a DET ap-1440 23 9 class class NOUN ap-1440 23 10 of of ADP ap-1440 23 11 functions function NOUN ap-1440 23 12 that that PRON ap-1440 23 13 can can AUX ap-1440 23 14 be be AUX ap-1440 23 15 easily easily ADV ap-1440 23 16 included include VERB ap-1440 23 17 into into ADP ap-1440 23 18 a a DET ap-1440 23 19 superior superior ADJ ap-1440 23 20 system system NOUN ap-1440 23 21 written write VERB ap-1440 23 22 in in ADP ap-1440 23 23 php php PROPN ap-1440 23 24 language language NOUN ap-1440 23 25 . . PUNCT ap-1440 24 1 the the DET ap-1440 24 2 scripts script NOUN ap-1440 24 3 are be AUX ap-1440 24 4 run run VERB ap-1440 24 5 on on ADP ap-1440 24 6 the the DET ap-1440 24 7 server server NOUN ap-1440 24 8 ( ( PUNCT ap-1440 24 9 either either CCONJ ap-1440 24 10 on on ADP ap-1440 24 11 a a DET ap-1440 24 12 local local ADJ ap-1440 24 13 computer computer NOUN ap-1440 24 14 configured configure VERB ap-1440 24 15 as as ADP ap-1440 24 16 a a DET ap-1440 24 17 server server NOUN ap-1440 24 18 or or CCONJ ap-1440 24 19 on on ADP ap-1440 24 20 a a DET ap-1440 24 21 publicly publicly ADV ap-1440 24 22 accessible accessible ADJ ap-1440 24 23 web web NOUN ap-1440 24 24 server server NOUN ap-1440 24 25 ) ) PUNCT ap-1440 24 26 , , PUNCT ap-1440 24 27 and and CCONJ ap-1440 24 28 their their PRON ap-1440 24 29 output output NOUN ap-1440 24 30 is be AUX ap-1440 24 31 visible visible ADJ ap-1440 24 32 via via ADP ap-1440 24 33 a a DET ap-1440 24 34 graphical graphical ADJ ap-1440 24 35 user user NOUN ap-1440 24 36 - - PUNCT ap-1440 24 37 friendly friendly ADJ ap-1440 24 38 web web NOUN ap-1440 24 39 interface interface NOUN ap-1440 24 40 . . PUNCT ap-1440 25 1 the the DET ap-1440 25 2 source source NOUN ap-1440 25 3 code code NOUN ap-1440 25 4 of of ADP ap-1440 25 5 the the DET ap-1440 25 6 speech speech NOUN ap-1440 25 7 recogniser recogniser NOUN ap-1440 25 8 can can AUX ap-1440 25 9 consist consist VERB ap-1440 25 10 of of ADP ap-1440 25 11 a a DET ap-1440 25 12 sequence sequence NOUN ap-1440 25 13 of of ADP ap-1440 25 14 single single ADJ ap-1440 25 15 steps step NOUN ap-1440 25 16 . . PUNCT ap-1440 26 1 the the DET ap-1440 26 2 steps step NOUN ap-1440 26 3 will will AUX ap-1440 26 4 be be AUX ap-1440 26 5 discussed discuss VERB ap-1440 26 6 in in ADP ap-1440 26 7 the the DET ap-1440 26 8 following follow VERB ap-1440 26 9 text text NOUN ap-1440 26 10 . . PUNCT ap-1440 27 1 2.1 2.1 NUM ap-1440 27 2 speech speech NOUN ap-1440 27 3 model model NOUN ap-1440 27 4 the the DET ap-1440 27 5 result result NOUN ap-1440 27 6 of of ADP ap-1440 27 7 the the DET ap-1440 27 8 training training NOUN ap-1440 27 9 phase phase NOUN ap-1440 27 10 of of ADP ap-1440 27 11 the the DET ap-1440 27 12 speech speech NOUN ap-1440 27 13 recogniser recogniser NOUN ap-1440 27 14 using use VERB ap-1440 27 15 htk htk PROPN ap-1440 27 16 toolkit toolkit NOUN ap-1440 27 17 is be AUX ap-1440 27 18 a a DET ap-1440 27 19 text text NOUN ap-1440 27 20 file file NOUN ap-1440 27 21 in in ADP ap-1440 27 22 a a DET ap-1440 27 23 defined define VERB ap-1440 27 24 format format NOUN ap-1440 27 25 that that PRON ap-1440 27 26 describes describe VERB ap-1440 27 27 a a DET ap-1440 27 28 general general ADJ ap-1440 27 29 model model NOUN ap-1440 27 30 of of ADP ap-1440 27 31 speech speech NOUN ap-1440 27 32 , , PUNCT ap-1440 27 33 created create VERB ap-1440 27 34 on on ADP ap-1440 27 35 the the DET ap-1440 27 36 basis basis NOUN ap-1440 27 37 of of ADP ap-1440 27 38 the the DET ap-1440 27 39 utterances utterance NOUN ap-1440 27 40 of of ADP ap-1440 27 41 a a DET ap-1440 27 42 training training NOUN ap-1440 27 43 database database NOUN ap-1440 27 44 . . PUNCT ap-1440 28 1 the the DET ap-1440 28 2 models model NOUN ap-1440 28 3 of of ADP ap-1440 28 4 speech speech NOUN ap-1440 28 5 may may AUX ap-1440 28 6 have have VERB ap-1440 28 7 a a DET ap-1440 28 8 huge huge ADJ ap-1440 28 9 number number NOUN ap-1440 28 10 of of ADP ap-1440 28 11 different different ADJ ap-1440 28 12 variations variation NOUN ap-1440 28 13 , , PUNCT ap-1440 28 14 e.g. e.g. ADV ap-1440 28 15 the the DET ap-1440 28 16 type type NOUN ap-1440 28 17 of of ADP ap-1440 28 18 parametrisation parametrisation NOUN ap-1440 28 19 ( ( PUNCT ap-1440 28 20 extraction extraction NOUN ap-1440 28 21 of of ADP ap-1440 28 22 speech speech NOUN ap-1440 28 23 features feature NOUN ap-1440 28 24 ) ) PUNCT ap-1440 28 25 , , PUNCT ap-1440 28 26 the the DET ap-1440 28 27 number number NOUN ap-1440 28 28 of of ADP ap-1440 28 29 hmm hmm INTJ ap-1440 28 30 ( ( PUNCT ap-1440 28 31 hidden hide VERB ap-1440 28 32 markov markov NOUN ap-1440 28 33 model model NOUN ap-1440 28 34 ) ) PUNCT ap-1440 28 35 states state NOUN ap-1440 28 36 , , PUNCT ap-1440 28 37 streams stream NOUN ap-1440 28 38 and and CCONJ ap-1440 28 39 mixtures mixture NOUN ap-1440 28 40 , , PUNCT ap-1440 28 41 the the DET ap-1440 28 42 number number NOUN ap-1440 28 43 of of ADP ap-1440 28 44 coefficients coefficient NOUN ap-1440 28 45 in in ADP ap-1440 28 46 each each DET ap-1440 28 47 mixture mixture NOUN ap-1440 28 48 , , PUNCT ap-1440 28 49 etc etc X ap-1440 28 50 . . X ap-1440 28 51 during during ADP ap-1440 28 52 recognition recognition NOUN ap-1440 28 53 , , PUNCT ap-1440 28 54 these these DET ap-1440 28 55 parameters parameter NOUN ap-1440 28 56 enter enter VERB ap-1440 28 57 the the DET ap-1440 28 58 output output NOUN ap-1440 28 59 probability probability NOUN ap-1440 28 60 density density NOUN ap-1440 28 61 function function NOUN ap-1440 28 62 b(o b(o PROPN ap-1440 28 63 ) ) PUNCT ap-1440 29 1 [ [ X ap-1440 29 2 4 4 NUM ap-1440 29 3 ] ] X ap-1440 29 4 : : PUNCT ap-1440 29 5 bj(ōt bj(ōt NOUN ap-1440 29 6 ) ) PUNCT ap-1440 29 7 = = SYM ap-1440 29 8 ∏s ∏s NUM ap-1440 30 1 s=1 s=1 X ap-1440 30 2 [ [ PUNCT ap-1440 30 3 ms∑ ms∑ PROPN ap-1440 30 4 m=1 m=1 PROPN ap-1440 30 5 cjsmn cjsmn NOUN ap-1440 30 6 ( ( PUNCT ap-1440 30 7 ōst ōst PROPN ap-1440 30 8 ; ; PUNCT ap-1440 30 9 μ̄jsm μ̄jsm NUM ap-1440 30 10 , , PUNCT ap-1440 30 11 σjsm σjsm ADJ ap-1440 30 12 ) ) PUNCT ap-1440 30 13 ] ] PUNCT ap-1440 30 14 γs γs X ap-1440 30 15 ; ; PUNCT ap-1440 30 16 n n X ap-1440 30 17 ( ( PUNCT ap-1440 30 18 ōst ōst PROPN ap-1440 30 19 ; ; PUNCT ap-1440 30 20 μ̄jsm μ̄jsm NUM ap-1440 30 21 , , PUNCT ap-1440 30 22 σjsm σjsm ADJ ap-1440 30 23 ) ) PUNCT ap-1440 30 24 = = SYM ap-1440 30 25 ( ( PUNCT ap-1440 30 26 1 1 X ap-1440 30 27 ) ) PUNCT ap-1440 30 28 1√ 1√ NOUN ap-1440 30 29 ( ( PUNCT ap-1440 30 30 2π)ns 2π)ns PROPN ap-1440 30 31 |σ| |σ| PROPN ap-1440 30 32 e− e− PROPN ap-1440 30 33 1 1 NUM ap-1440 30 34 2 2 NUM ap-1440 30 35 ( ( PUNCT ap-1440 30 36 ōst−μ̄jsm ōst−μ̄jsm PROPN ap-1440 30 37 ) ) PUNCT ap-1440 30 38 tς−1 tς−1 PROPN ap-1440 30 39 jsm jsm PROPN ap-1440 30 40 ( ( PUNCT ap-1440 30 41 ōst−μ̄jsm ōst−μ̄jsm PROPN ap-1440 30 42 ) ) PUNCT ap-1440 30 43 , , PUNCT ap-1440 30 44 58 58 NUM ap-1440 30 45 acta acta PROPN ap-1440 30 46 polytechnica polytechnica PROPN ap-1440 30 47 vol vol NOUN ap-1440 30 48 . . PUNCT ap-1440 31 1 51 51 NUM ap-1440 31 2 no no NOUN ap-1440 31 3 . . PUNCT ap-1440 32 1 5/2011 5/2011 NUM ap-1440 32 2 ~h ~h PUNCT ap-1440 32 3 " " PUNCT ap-1440 32 4 a a DET ap-1440 32 5 " " PUNCT ap-1440 32 6 < < X ap-1440 32 7 beginhmm beginhmm X ap-1440 32 8 > > X ap-1440 32 9 < < X ap-1440 32 10 numstates numstate NOUN ap-1440 32 11 > > X ap-1440 32 12 5 5 NUM ap-1440 32 13 < < X ap-1440 32 14 state state NOUN ap-1440 32 15 > > X ap-1440 32 16 2 2 NUM ap-1440 32 17 < < X ap-1440 32 18 mean mean NOUN ap-1440 32 19 > > X ap-1440 32 20 39 39 NUM ap-1440 33 1 1.437809e+00 1.437809e+00 NUM ap-1440 33 2 -6.805577e+00 -6.805577e+00 PROPN ap-1440 33 3 -8.517246e+00 -8.517246e+00 PROPN ap-1440 33 4 -9.976683e+00 -9.976683e+00 PROPN ap-1440 33 5 ... ... PUNCT ap-1440 34 1 < < X ap-1440 34 2 variance variance NOUN ap-1440 34 3 > > X ap-1440 34 4 39 39 NUM ap-1440 34 5 2.393653e+01 2.393653e+01 NUM ap-1440 34 6 4.407170e+01 4.407170e+01 NUM ap-1440 34 7 3.864353e+01 3.864353e+01 NUM ap-1440 34 8 4.710320e+01 4.710320e+01 NUM ap-1440 34 9 ... ... PUNCT ap-1440 35 1 < < X ap-1440 35 2 gconst gconst X ap-1440 35 3 > > X ap-1440 35 4 1.341746e+02 1.341746e+02 NUM ap-1440 35 5 < < X ap-1440 35 6 state state X ap-1440 35 7 > > X ap-1440 35 8 3 3 NUM ap-1440 35 9 < < X ap-1440 35 10 mean mean NOUN ap-1440 35 11 > > X ap-1440 35 12 39 39 NUM ap-1440 35 13 2.916575e+00 2.916575e+00 NUM ap-1440 35 14 -8.322930e+00 -8.322930e+00 PROPN ap-1440 35 15 -1.077090e+01 -1.077090e+01 PROPN ap-1440 35 16 -9.984103e+00 -9.984103e+00 PROPN ap-1440 35 17 ... ... PUNCT ap-1440 36 1 < < X ap-1440 36 2 variance variance NOUN ap-1440 36 3 > > X ap-1440 36 4 39 39 NUM ap-1440 36 5 1.245955e+01 1.245955e+01 NUM ap-1440 36 6 3.486024e+01 3.486024e+01 NUM ap-1440 36 7 3.388573e+01 3.388573e+01 NUM ap-1440 36 8 4.059823e+01 4.059823e+01 NUM ap-1440 36 9 ... ... PUNCT ap-1440 37 1 < < X ap-1440 37 2 gconst gconst X ap-1440 37 3 > > X ap-1440 37 4 1.130805e+02 1.130805e+02 NUM ap-1440 37 5 < < X ap-1440 37 6 state state X ap-1440 37 7 > > X ap-1440 37 8 4 4 NUM ap-1440 37 9 < < X ap-1440 37 10 mean mean NOUN ap-1440 37 11 > > X ap-1440 37 12 39 39 NUM ap-1440 37 13 4.856239e-01 4.856239e-01 NUM ap-1440 37 14 -1.422903e+00 -1.422903e+00 PROPN ap-1440 37 15 -6.716645e+00 -6.716645e+00 PROPN ap-1440 37 16 -3.694754e+00 -3.694754e+00 PROPN ap-1440 37 17 ... ... PUNCT ap-1440 38 1 < < X ap-1440 38 2 variance variance NOUN ap-1440 38 3 > > X ap-1440 38 4 39 39 NUM ap-1440 38 5 1.848022e+01 1.848022e+01 NUM ap-1440 38 6 2.745304e+01 2.745304e+01 NUM ap-1440 39 1 3.125877e+01 3.125877e+01 NUM ap-1440 39 2 4.468990e+01 4.468990e+01 NUM ap-1440 39 3 ... ... PUNCT ap-1440 40 1 < < X ap-1440 40 2 gconst gconst X ap-1440 40 3 > > X ap-1440 40 4 1.222291e+02 1.222291e+02 NUM ap-1440 40 5 < < X ap-1440 40 6 transp transp X ap-1440 40 7 > > X ap-1440 40 8 5 5 NUM ap-1440 40 9 0.000000e+00 0.000000e+00 NUM ap-1440 40 10 1.000000e+00 1.000000e+00 NUM ap-1440 40 11 0.000000e+00 0.000000e+00 NUM ap-1440 40 12 0.000000e+00 0.000000e+00 NUM ap-1440 40 13 0.000000e+00 0.000000e+00 NUM ap-1440 40 14 0.000000e+00 0.000000e+00 NUM ap-1440 41 1 6.224011e-01 6.224011e-01 NUM ap-1440 41 2 3.775989e-01 3.775989e-01 NUM ap-1440 41 3 0.000000e+00 0.000000e+00 NUM ap-1440 41 4 0.000000e+00 0.000000e+00 NUM ap-1440 41 5 0.000000e+00 0.000000e+00 NUM ap-1440 41 6 0.000000e+00 0.000000e+00 NUM ap-1440 41 7 7.666833e-01 7.666833e-01 NUM ap-1440 41 8 2.333166e-01 2.333166e-01 NUM ap-1440 42 1 0.000000e+00 0.000000e+00 NUM ap-1440 42 2 0.000000e+00 0.000000e+00 NUM ap-1440 42 3 0.000000e+00 0.000000e+00 NUM ap-1440 42 4 0.000000e+00 0.000000e+00 NUM ap-1440 42 5 5.902151e-01 5.902151e-01 NUM ap-1440 42 6 4.097848e-01 4.097848e-01 NUM ap-1440 42 7 0.000000e+00 0.000000e+00 NUM ap-1440 42 8 0.000000e+00 0.000000e+00 NUM ap-1440 42 9 0.000000e+00 0.000000e+00 NUM ap-1440 42 10 0.000000e+00 0.000000e+00 NUM ap-1440 42 11 0.000000e+00 0.000000e+00 NUM ap-1440 42 12 < < X ap-1440 42 13 endhmm endhmm X ap-1440 42 14 > > X ap-1440 42 15 fig fig NOUN ap-1440 42 16 . . PUNCT ap-1440 43 1 1 1 NUM ap-1440 43 2 : : PUNCT ap-1440 43 3 example example NOUN ap-1440 43 4 of of ADP ap-1440 43 5 simple simple ADJ ap-1440 43 6 hidden hide VERB ap-1440 43 7 markov markov NOUN ap-1440 43 8 model model NOUN ap-1440 43 9 of of ADP ap-1440 43 10 “ " PUNCT ap-1440 43 11 a a DET ap-1440 43 12 ” " PUNCT ap-1440 43 13 phoneme phoneme NOUN ap-1440 43 14 in in ADP ap-1440 43 15 text text NOUN ap-1440 43 16 form form NOUN ap-1440 43 17 where where SCONJ ap-1440 43 18 s s VERB ap-1440 43 19 is be AUX ap-1440 43 20 count count NOUN ap-1440 43 21 of of ADP ap-1440 43 22 streams stream NOUN ap-1440 43 23 , , PUNCT ap-1440 43 24 γs γ VERB ap-1440 43 25 is be AUX ap-1440 43 26 stream stream NOUN ap-1440 43 27 weight weight NOUN ap-1440 43 28 , , PUNCT ap-1440 43 29 ms ms PROPN ap-1440 43 30 is be AUX ap-1440 43 31 count count NOUN ap-1440 43 32 of of ADP ap-1440 43 33 mixtures mixture NOUN ap-1440 43 34 in in ADP ap-1440 43 35 a a DET ap-1440 43 36 stream stream NOUN ap-1440 43 37 , , PUNCT ap-1440 43 38 cjsm cjsm PROPN ap-1440 43 39 is be AUX ap-1440 43 40 weight weight NOUN ap-1440 43 41 of of ADP ap-1440 43 42 the the DET ap-1440 43 43 m m PROPN ap-1440 43 44 - - PUNCT ap-1440 43 45 th th VERB ap-1440 43 46 mixture mixture NOUN ap-1440 43 47 , , PUNCT ap-1440 43 48 n n CCONJ ap-1440 43 49 ( ( PUNCT ap-1440 43 50 ō ō NOUN ap-1440 43 51 ; ; PUNCT ap-1440 43 52 μ̄,σ μ̄,σ NUM ap-1440 43 53 ) ) PUNCT ap-1440 43 54 is be AUX ap-1440 43 55 multivariate multivariate ADJ ap-1440 43 56 gaussian gaussian ADJ ap-1440 43 57 distribution distribution NOUN ap-1440 43 58 with with ADP ap-1440 43 59 a a DET ap-1440 43 60 vector vector NOUN ap-1440 43 61 of of ADP ap-1440 43 62 mean mean ADJ ap-1440 43 63 values value NOUN ap-1440 43 64 μ̄ μ̄ PROPN ap-1440 43 65 and and CCONJ ap-1440 43 66 a a DET ap-1440 43 67 covariance covariance NOUN ap-1440 43 68 matrix matrix NOUN ap-1440 43 69 σ σ NOUN ap-1440 43 70 . . PUNCT ap-1440 44 1 this this DET ap-1440 44 2 function function NOUN ap-1440 44 3 represents represent VERB ap-1440 44 4 the the DET ap-1440 44 5 acoustic acoustic ADJ ap-1440 44 6 similarity similarity NOUN ap-1440 44 7 of of ADP ap-1440 44 8 the the DET ap-1440 44 9 input input NOUN ap-1440 44 10 signal signal NOUN ap-1440 44 11 with with ADP ap-1440 44 12 the the DET ap-1440 44 13 reference reference NOUN ap-1440 44 14 models model NOUN ap-1440 44 15 of of ADP ap-1440 44 16 speech speech NOUN ap-1440 44 17 units unit NOUN ap-1440 44 18 ( ( PUNCT ap-1440 44 19 phonemes phoneme NOUN ap-1440 44 20 ) ) PUNCT ap-1440 44 21 . . PUNCT ap-1440 45 1 all all DET ap-1440 45 2 these these DET ap-1440 45 3 factors factor NOUN ap-1440 45 4 enter enter VERB ap-1440 45 5 into into ADP ap-1440 45 6 the the DET ap-1440 45 7 phphmm phphmm NOUN ap-1440 45 8 tool tool NOUN ap-1440 45 9 by by ADP ap-1440 45 10 uploading upload VERB ap-1440 45 11 the the DET ap-1440 45 12 text text NOUN ap-1440 45 13 file file NOUN ap-1440 45 14 with with ADP ap-1440 45 15 the the DET ap-1440 45 16 speech speech NOUN ap-1440 45 17 model model NOUN ap-1440 45 18 . . PUNCT ap-1440 46 1 2.2 2.2 NUM ap-1440 46 2 parsing parsing NOUN ap-1440 46 3 and and CCONJ ap-1440 46 4 storing store VERB ap-1440 46 5 into into ADP ap-1440 46 6 the the DET ap-1440 46 7 database database NOUN ap-1440 46 8 after after SCONJ ap-1440 46 9 a a DET ap-1440 46 10 text text NOUN ap-1440 46 11 file file NOUN ap-1440 46 12 with with ADP ap-1440 46 13 hidden hide VERB ap-1440 46 14 markov markov NOUN ap-1440 46 15 models model NOUN ap-1440 46 16 is be AUX ap-1440 46 17 uploaded upload VERB ap-1440 46 18 , , PUNCT ap-1440 46 19 it it PRON ap-1440 46 20 is be AUX ap-1440 46 21 parsed parse VERB ap-1440 46 22 and and CCONJ ap-1440 46 23 converted convert VERB ap-1440 46 24 from from ADP ap-1440 46 25 text text NOUN ap-1440 46 26 form form NOUN ap-1440 46 27 into into ADP ap-1440 46 28 data datum NOUN ap-1440 46 29 structures structure NOUN ap-1440 46 30 in in ADP ap-1440 46 31 the the DET ap-1440 46 32 memory memory NOUN ap-1440 46 33 of of ADP ap-1440 46 34 the the DET ap-1440 46 35 server server NOUN ap-1440 46 36 . . PUNCT ap-1440 47 1 at at ADP ap-1440 47 2 the the DET ap-1440 47 3 same same ADJ ap-1440 47 4 time time NOUN ap-1440 47 5 , , PUNCT ap-1440 47 6 some some DET ap-1440 47 7 basic basic ADJ ap-1440 47 8 integrity integrity NOUN ap-1440 47 9 checks check NOUN ap-1440 47 10 of of ADP ap-1440 47 11 the the DET ap-1440 47 12 file file NOUN ap-1440 47 13 are be AUX ap-1440 47 14 carried carry VERB ap-1440 47 15 out out ADP ap-1440 47 16 . . PUNCT ap-1440 48 1 then then ADV ap-1440 48 2 database database NOUN ap-1440 48 3 tables table NOUN ap-1440 48 4 are be AUX ap-1440 48 5 created create VERB ap-1440 48 6 in in ADP ap-1440 48 7 the the DET ap-1440 48 8 mysql mysql NOUN ap-1440 48 9 database database NOUN ap-1440 48 10 and and CCONJ ap-1440 48 11 they they PRON ap-1440 48 12 are be AUX ap-1440 48 13 populated populate VERB ap-1440 48 14 with with ADP ap-1440 48 15 relevant relevant ADJ ap-1440 48 16 data datum NOUN ap-1440 48 17 from from ADP ap-1440 48 18 the the DET ap-1440 48 19 uploaded uploaded ADJ ap-1440 48 20 file file NOUN ap-1440 48 21 . . PUNCT ap-1440 49 1 it it PRON ap-1440 49 2 is be AUX ap-1440 49 3 convenient convenient ADJ ap-1440 49 4 to to PART ap-1440 49 5 use use VERB ap-1440 49 6 the the DET ap-1440 49 7 server server NOUN ap-1440 49 8 - - PUNCT ap-1440 49 9 based base VERB ap-1440 49 10 ( ( PUNCT ap-1440 49 11 mysql mysql NOUN ap-1440 49 12 ) ) PUNCT ap-1440 49 13 database database NOUN ap-1440 49 14 , , PUNCT ap-1440 49 15 inter inter NOUN ap-1440 49 16 alia alia NOUN ap-1440 49 17 , , PUNCT ap-1440 49 18 because because SCONJ ap-1440 49 19 it it PRON ap-1440 49 20 enables enable VERB ap-1440 49 21 easy easy ADJ ap-1440 49 22 selection selection NOUN ap-1440 49 23 of of ADP ap-1440 49 24 data datum NOUN ap-1440 49 25 by by ADP ap-1440 49 26 means mean NOUN ap-1440 49 27 of of ADP ap-1440 49 28 ( ( PUNCT ap-1440 49 29 even even ADV ap-1440 49 30 complicated complicated ADJ ap-1440 49 31 ) ) PUNCT ap-1440 49 32 sql sql NOUN ap-1440 49 33 queries query NOUN ap-1440 49 34 . . PUNCT ap-1440 50 1 selection selection NOUN ap-1440 50 2 and and CCONJ ap-1440 50 3 processing processing NOUN ap-1440 50 4 of of ADP ap-1440 50 5 data datum NOUN ap-1440 50 6 using use VERB ap-1440 50 7 a a DET ap-1440 50 8 server server NOUN ap-1440 50 9 - - PUNCT ap-1440 50 10 based base VERB ap-1440 50 11 database database NOUN ap-1440 50 12 is be AUX ap-1440 50 13 significantly significantly ADV ap-1440 50 14 faster fast ADJ ap-1440 50 15 and and CCONJ ap-1440 50 16 more more ADV ap-1440 50 17 comfortable comfortable ADJ ap-1440 50 18 than than ADP ap-1440 50 19 searching search VERB ap-1440 50 20 in in ADP ap-1440 50 21 a a DET ap-1440 50 22 text text NOUN ap-1440 50 23 file file NOUN ap-1440 50 24 . . PUNCT ap-1440 51 1 for for ADP ap-1440 51 2 our our PRON ap-1440 51 3 current current ADJ ap-1440 51 4 experiments experiment NOUN ap-1440 51 5 , , PUNCT ap-1440 51 6 it it PRON ap-1440 51 7 is be AUX ap-1440 51 8 advantageous advantageous ADJ ap-1440 51 9 to to PART ap-1440 51 10 store store VERB ap-1440 51 11 the the DET ap-1440 51 12 data datum NOUN ap-1440 51 13 in in ADP ap-1440 51 14 a a DET ap-1440 51 15 “ " PUNCT ap-1440 51 16 memory memory NOUN ap-1440 51 17 ” " PUNCT ap-1440 51 18 table table NOUN ap-1440 51 19 type type NOUN ap-1440 51 20 , , PUNCT ap-1440 51 21 as as SCONJ ap-1440 51 22 this this DET ap-1440 51 23 storage storage NOUN ap-1440 51 24 allows allow VERB ap-1440 51 25 faster fast ADJ ap-1440 51 26 access access NOUN ap-1440 51 27 than than ADP ap-1440 51 28 the the DET ap-1440 51 29 commonly commonly ADV ap-1440 51 30 used use VERB ap-1440 51 31 “ " PUNCT ap-1440 51 32 myisam myisam NOUN ap-1440 51 33 ” " PUNCT ap-1440 51 34 type type NOUN ap-1440 51 35 . . PUNCT ap-1440 52 1 there there PRON ap-1440 52 2 are be VERB ap-1440 52 3 also also ADV ap-1440 52 4 many many ADJ ap-1440 52 5 techniques technique NOUN ap-1440 52 6 for for ADP ap-1440 52 7 optimizing optimize VERB ap-1440 52 8 the the DET ap-1440 52 9 performance performance NOUN ap-1440 52 10 of of ADP ap-1440 52 11 the the DET ap-1440 52 12 database database NOUN ap-1440 52 13 , , PUNCT ap-1440 52 14 such such ADJ ap-1440 52 15 as as ADP ap-1440 52 16 the the DET ap-1440 52 17 use use NOUN ap-1440 52 18 of of ADP ap-1440 52 19 keys key NOUN ap-1440 52 20 and and CCONJ ap-1440 52 21 indexes index NOUN ap-1440 52 22 [ [ X ap-1440 52 23 4 4 NUM ap-1440 52 24 ] ] PUNCT ap-1440 52 25 . . PUNCT ap-1440 53 1 2.3 2.3 NUM ap-1440 53 2 glossary glossary NOUN ap-1440 53 3 of of ADP ap-1440 53 4 words word NOUN ap-1440 53 5 our our PRON ap-1440 53 6 goal goal NOUN ap-1440 53 7 is be AUX ap-1440 53 8 to to PART ap-1440 53 9 create create VERB ap-1440 53 10 a a DET ap-1440 53 11 speech speech NOUN ap-1440 53 12 recogniser recogniser NOUN ap-1440 53 13 that that PRON ap-1440 53 14 will will AUX ap-1440 53 15 be be AUX ap-1440 53 16 able able ADJ ap-1440 53 17 to to PART ap-1440 53 18 handle handle VERB ap-1440 53 19 continuous continuous ADJ ap-1440 53 20 speech speech NOUN ap-1440 53 21 in in ADP ap-1440 53 22 real real ADJ ap-1440 53 23 time time NOUN ap-1440 53 24 , , PUNCT ap-1440 53 25 but but CCONJ ap-1440 53 26 currently currently ADV ap-1440 53 27 we we PRON ap-1440 53 28 are be AUX ap-1440 53 29 dealing deal VERB ap-1440 53 30 with with ADP ap-1440 53 31 recognition recognition NOUN ap-1440 53 32 of of ADP ap-1440 53 33 individual individual ADJ ap-1440 53 34 words word NOUN ap-1440 53 35 and and CCONJ ap-1440 53 36 short short ADJ ap-1440 53 37 phrases phrase NOUN ap-1440 53 38 . . PUNCT ap-1440 54 1 in in ADP ap-1440 54 2 this this DET ap-1440 54 3 step step NOUN ap-1440 54 4 , , PUNCT ap-1440 54 5 we we PRON ap-1440 54 6 can can AUX ap-1440 54 7 simply simply ADV ap-1440 54 8 specify specify VERB ap-1440 54 9 all all DET ap-1440 54 10 the the DET ap-1440 54 11 words word NOUN ap-1440 54 12 which which PRON ap-1440 54 13 the the DET ap-1440 54 14 recogniser recogniser NOUN ap-1440 54 15 will will AUX ap-1440 54 16 be be AUX ap-1440 54 17 able able ADJ ap-1440 54 18 to to PART ap-1440 54 19 recognise recognise VERB ap-1440 54 20 , , PUNCT ap-1440 54 21 either either CCONJ ap-1440 54 22 by by ADP ap-1440 54 23 typing type VERB ap-1440 54 24 in in ADP ap-1440 54 25 the the DET ap-1440 54 26 text text NOUN ap-1440 54 27 - - PUNCT ap-1440 54 28 box box NOUN ap-1440 54 29 , , PUNCT ap-1440 54 30 or or CCONJ ap-1440 54 31 by by ADP ap-1440 54 32 uploading upload VERB ap-1440 54 33 a a DET ap-1440 54 34 text text NOUN ap-1440 54 35 file file NOUN ap-1440 54 36 . . PUNCT ap-1440 55 1 the the DET ap-1440 55 2 more more ADJ ap-1440 55 3 words word NOUN ap-1440 55 4 are be AUX ap-1440 55 5 to to PART ap-1440 55 6 be be AUX ap-1440 55 7 recognised recognise VERB ap-1440 55 8 , , PUNCT ap-1440 55 9 the the DET ap-1440 55 10 greater great ADJ ap-1440 55 11 will will AUX ap-1440 55 12 be be AUX ap-1440 55 13 the the DET ap-1440 55 14 demands demand NOUN ap-1440 55 15 on on ADP ap-1440 55 16 the the DET ap-1440 55 17 recogniser recogniser ADJ ap-1440 55 18 hardware hardware NOUN ap-1440 55 19 , , PUNCT ap-1440 55 20 and and CCONJ ap-1440 55 21 hence hence ADV ap-1440 55 22 on on ADP ap-1440 55 23 optimizing optimize VERB ap-1440 55 24 the the DET ap-1440 55 25 algorithms algorithm NOUN ap-1440 55 26 . . PUNCT ap-1440 56 1 2.4 2.4 NUM ap-1440 56 2 phonetic phonetic ADJ ap-1440 56 3 transcription transcription NOUN ap-1440 56 4 in in ADP ap-1440 56 5 all all DET ap-1440 56 6 languages language NOUN ap-1440 56 7 , , PUNCT ap-1440 56 8 there there PRON ap-1440 56 9 are be VERB ap-1440 56 10 the the DET ap-1440 56 11 differences difference NOUN ap-1440 56 12 between between ADP ap-1440 56 13 the the DET ap-1440 56 14 written write VERB ap-1440 56 15 language language NOUN ap-1440 56 16 and and CCONJ ap-1440 56 17 the the DET ap-1440 56 18 spoken spoken ADJ ap-1440 56 19 form form NOUN ap-1440 56 20 of of ADP ap-1440 56 21 speech speech NOUN ap-1440 56 22 . . PUNCT ap-1440 57 1 this this DET ap-1440 57 2 step step NOUN ap-1440 57 3 automatically automatically ADV ap-1440 57 4 creates create VERB ap-1440 57 5 a a DET ap-1440 57 6 phonetic phonetic ADJ ap-1440 57 7 transcription transcription NOUN ap-1440 57 8 of of ADP ap-1440 57 9 words word NOUN ap-1440 57 10 entered enter VERB ap-1440 57 11 in in ADP ap-1440 57 12 the the DET ap-1440 57 13 previous previous ADJ ap-1440 57 14 step step NOUN ap-1440 57 15 . . PUNCT ap-1440 58 1 e.g. e.g. ADV ap-1440 58 2 the the DET ap-1440 58 3 czech czech ADJ ap-1440 58 4 word word NOUN ap-1440 58 5 “ " PUNCT ap-1440 58 6 zpěv zpěv NOUN ap-1440 58 7 ” " PUNCT ap-1440 58 8 will will AUX ap-1440 58 9 be be AUX ap-1440 58 10 rewritten rewrite VERB ap-1440 58 11 by by ADP ap-1440 58 12 the the DET ap-1440 58 13 transcription transcription NOUN ap-1440 58 14 “ " PUNCT ap-1440 58 15 spjef spjef NOUN ap-1440 58 16 ” " PUNCT ap-1440 58 17 . . PUNCT ap-1440 59 1 59 59 NUM ap-1440 59 2 acta acta PROPN ap-1440 59 3 polytechnica polytechnica PROPN ap-1440 59 4 vol vol NOUN ap-1440 59 5 . . PUNCT ap-1440 60 1 51 51 NUM ap-1440 60 2 no no NOUN ap-1440 60 3 . . PUNCT ap-1440 61 1 5/2011 5/2011 NUM ap-1440 61 2 fig fig NOUN ap-1440 61 3 . . PUNCT ap-1440 62 1 2 2 NUM ap-1440 62 2 : : PUNCT ap-1440 62 3 graphically graphically ADV ap-1440 62 4 expressed express VERB ap-1440 62 5 database database NOUN ap-1440 62 6 structure structure NOUN ap-1440 62 7 for for ADP ap-1440 62 8 speech speech NOUN ap-1440 62 9 model model NOUN ap-1440 62 10 2.5 2.5 NUM ap-1440 62 11 selection selection NOUN ap-1440 62 12 of of ADP ap-1440 62 13 hardware hardware NOUN ap-1440 62 14 platform platform NOUN ap-1440 62 15 we we PRON ap-1440 62 16 work work VERB ap-1440 62 17 on on ADP ap-1440 62 18 optimizing optimize VERB ap-1440 62 19 algorithms algorithm NOUN ap-1440 62 20 of of ADP ap-1440 62 21 speech speech NOUN ap-1440 62 22 recognisers recogniser NOUN ap-1440 62 23 for for ADP ap-1440 62 24 platforms platform NOUN ap-1440 62 25 of of ADP ap-1440 62 26 multi multi ADJ ap-1440 62 27 - - ADJ ap-1440 62 28 core core ADJ ap-1440 62 29 digital digital ADJ ap-1440 62 30 signal signal NOUN ap-1440 62 31 processors processor NOUN ap-1440 62 32 of of ADP ap-1440 62 33 the the DET ap-1440 62 34 tms320c6000 tms320c6000 PROPN ap-1440 62 35 family family NOUN ap-1440 62 36 from from ADP ap-1440 62 37 texas texas PROPN ap-1440 62 38 instruments instrument NOUN ap-1440 62 39 . . PUNCT ap-1440 63 1 the the DET ap-1440 63 2 intention intention NOUN ap-1440 63 3 of of ADP ap-1440 63 4 phphmm phphmm NOUN ap-1440 63 5 is be AUX ap-1440 63 6 to to PART ap-1440 63 7 create create VERB ap-1440 63 8 a a DET ap-1440 63 9 general general ADJ ap-1440 63 10 tool tool NOUN ap-1440 63 11 for for ADP ap-1440 63 12 a a DET ap-1440 63 13 large large ADJ ap-1440 63 14 number number NOUN ap-1440 63 15 of of ADP ap-1440 63 16 hardware hardware NOUN ap-1440 63 17 and and CCONJ ap-1440 63 18 software software NOUN ap-1440 63 19 platforms platform NOUN ap-1440 63 20 . . PUNCT ap-1440 64 1 currently currently ADV ap-1440 64 2 , , PUNCT ap-1440 64 3 this this DET ap-1440 64 4 step step NOUN ap-1440 64 5 offers offer VERB ap-1440 64 6 a a DET ap-1440 64 7 choice choice NOUN ap-1440 64 8 between between ADP ap-1440 64 9 a a DET ap-1440 64 10 “ " PUNCT ap-1440 64 11 general general ADJ ap-1440 64 12 ” " PUNCT ap-1440 64 13 platform platform NOUN ap-1440 64 14 and and CCONJ ap-1440 64 15 the the DET ap-1440 64 16 “ " PUNCT ap-1440 64 17 omap omap NOUN ap-1440 64 18 - - PUNCT ap-1440 64 19 l137 l137 NUM ap-1440 64 20 ” " PUNCT ap-1440 64 21 platform platform NOUN ap-1440 64 22 . . PUNCT ap-1440 65 1 omap omap PROPN ap-1440 65 2 - - PUNCT ap-1440 65 3 l137 l137 PROPN ap-1440 65 4 is be AUX ap-1440 65 5 a a DET ap-1440 65 6 dual dual ADJ ap-1440 65 7 - - PUNCT ap-1440 65 8 core core NOUN ap-1440 65 9 heterogenous heterogenous ADJ ap-1440 65 10 processor processor NOUN ap-1440 65 11 from from ADP ap-1440 65 12 texas texas PROPN ap-1440 65 13 instruments instrument NOUN ap-1440 65 14 with with ADP ap-1440 65 15 both both CCONJ ap-1440 65 16 a a DET ap-1440 65 17 32 32 NUM ap-1440 65 18 - - PUNCT ap-1440 65 19 bit bit NOUN ap-1440 65 20 arm9 arm9 NOUN ap-1440 65 21 and and CCONJ ap-1440 65 22 a a DET ap-1440 65 23 tms320c674x tms320c674x PROPN ap-1440 65 24 dsp dsp NOUN ap-1440 65 25 core core NOUN ap-1440 65 26 . . PUNCT ap-1440 66 1 2.6 2.6 NUM ap-1440 66 2 selection selection NOUN ap-1440 66 3 of of ADP ap-1440 66 4 optimisation optimisation NOUN ap-1440 66 5 methods method NOUN ap-1440 66 6 if if SCONJ ap-1440 66 7 a a DET ap-1440 66 8 speech speech NOUN ap-1440 66 9 recogniser recogniser NOUN ap-1440 66 10 is be AUX ap-1440 66 11 to to PART ap-1440 66 12 be be AUX ap-1440 66 13 run run VERB ap-1440 66 14 on on ADP ap-1440 66 15 a a DET ap-1440 66 16 system system NOUN ap-1440 66 17 with with ADP ap-1440 66 18 limited limited ADJ ap-1440 66 19 hardware hardware NOUN ap-1440 66 20 resources resource NOUN ap-1440 66 21 , , PUNCT ap-1440 66 22 it it PRON ap-1440 66 23 is be AUX ap-1440 66 24 necessary necessary ADJ ap-1440 66 25 to to PART ap-1440 66 26 optimize optimize VERB ap-1440 66 27 computationally computationally ADV ap-1440 66 28 intensive intensive ADJ ap-1440 66 29 algorithms algorithm NOUN ap-1440 66 30 . . PUNCT ap-1440 67 1 in in ADP ap-1440 67 2 this this DET ap-1440 67 3 step step NOUN ap-1440 67 4 , , PUNCT ap-1440 67 5 a a DET ap-1440 67 6 combination combination NOUN ap-1440 67 7 of of ADP ap-1440 67 8 optimisation optimisation NOUN ap-1440 67 9 methods method NOUN ap-1440 67 10 can can AUX ap-1440 67 11 be be AUX ap-1440 67 12 chosen choose VERB ap-1440 67 13 for for ADP ap-1440 67 14 testing testing NOUN ap-1440 67 15 . . PUNCT ap-1440 68 1 the the DET ap-1440 68 2 optimisation optimisation NOUN ap-1440 68 3 is be AUX ap-1440 68 4 done do VERB ap-1440 68 5 at at ADP ap-1440 68 6 all all DET ap-1440 68 7 levels level NOUN ap-1440 68 8 of of ADP ap-1440 68 9 the the DET ap-1440 68 10 design design NOUN ap-1440 68 11 of of ADP ap-1440 68 12 the the DET ap-1440 68 13 speech speech NOUN ap-1440 68 14 recogniser recogniser NOUN ap-1440 68 15 — — PUNCT ap-1440 68 16 from from ADP ap-1440 68 17 the the DET ap-1440 68 18 layout layout NOUN ap-1440 68 19 of of ADP ap-1440 68 20 the the DET ap-1440 68 21 data data NOUN ap-1440 68 22 structures structure NOUN ap-1440 68 23 up up ADP ap-1440 68 24 to to ADP ap-1440 68 25 modifying modify VERB ap-1440 68 26 the the DET ap-1440 68 27 algorithms algorithm NOUN ap-1440 68 28 so so SCONJ ap-1440 68 29 that that SCONJ ap-1440 68 30 they they PRON ap-1440 68 31 are be AUX ap-1440 68 32 performed perform VERB ap-1440 68 33 faster fast ADV ap-1440 68 34 on on ADP ap-1440 68 35 the the DET ap-1440 68 36 chosen choose VERB ap-1440 68 37 hardware hardware NOUN ap-1440 68 38 platform platform NOUN ap-1440 68 39 . . PUNCT ap-1440 69 1 2.7 2.7 NUM ap-1440 69 2 creating create VERB ap-1440 69 3 word word NOUN ap-1440 69 4 models model NOUN ap-1440 69 5 depending depend VERB ap-1440 69 6 on on ADP ap-1440 69 7 the the DET ap-1440 69 8 optimisation optimisation NOUN ap-1440 69 9 method method NOUN ap-1440 69 10 , , PUNCT ap-1440 69 11 models model NOUN ap-1440 69 12 of of ADP ap-1440 69 13 the the DET ap-1440 69 14 words word NOUN ap-1440 69 15 are be AUX ap-1440 69 16 created create VERB ap-1440 69 17 as as ADP ap-1440 69 18 sequences sequence NOUN ap-1440 69 19 of of ADP ap-1440 69 20 states state NOUN ap-1440 69 21 with with ADP ap-1440 69 22 which which PRON ap-1440 69 23 the the DET ap-1440 69 24 viterbi viterbi NOUN ap-1440 69 25 algorithm algorithm NOUN ap-1440 70 1 [ [ X ap-1440 70 2 1 1 NUM ap-1440 70 3 ] ] PUNCT ap-1440 70 4 works work VERB ap-1440 70 5 . . PUNCT ap-1440 71 1 for for ADP ap-1440 71 2 each each DET ap-1440 71 3 word word NOUN ap-1440 71 4 , , PUNCT ap-1440 71 5 the the DET ap-1440 71 6 phoneme phoneme NOUN ap-1440 71 7 models model NOUN ap-1440 71 8 are be AUX ap-1440 71 9 chained chain VERB ap-1440 71 10 into into ADP ap-1440 71 11 a a DET ap-1440 71 12 sequence sequence NOUN ap-1440 71 13 of of ADP ap-1440 71 14 states state NOUN ap-1440 71 15 . . PUNCT ap-1440 72 1 e.g. e.g. ADV ap-1440 72 2 the the DET ap-1440 72 3 czech czech ADJ ap-1440 72 4 word word NOUN ap-1440 72 5 “ " PUNCT ap-1440 72 6 spjef spjef NOUN ap-1440 72 7 ” " PUNCT ap-1440 72 8 creates create VERB ap-1440 72 9 the the DET ap-1440 72 10 following follow VERB ap-1440 72 11 sequence sequence NOUN ap-1440 72 12 of of ADP ap-1440 72 13 states state NOUN ap-1440 72 14 : : PUNCT ap-1440 72 15 fig fig NOUN ap-1440 72 16 . . PUNCT ap-1440 73 1 3 3 NUM ap-1440 73 2 : : PUNCT ap-1440 73 3 sequence sequence NOUN ap-1440 73 4 of of ADP ap-1440 73 5 states state NOUN ap-1440 73 6 of of ADP ap-1440 73 7 word word NOUN ap-1440 73 8 „ „ PUNCT ap-1440 73 9 zpěv zpěv NOUN ap-1440 73 10 [ [ X ap-1440 73 11 spjef spjef X ap-1440 73 12 ] ] X ap-1440 73 13 2.8 2.8 NUM ap-1440 73 14 assembling assemble VERB ap-1440 73 15 the the DET ap-1440 73 16 source source NOUN ap-1440 73 17 code code NOUN ap-1440 73 18 and and CCONJ ap-1440 73 19 data data NOUN ap-1440 73 20 structures structure NOUN ap-1440 73 21 the the DET ap-1440 73 22 main main ADJ ap-1440 73 23 task task NOUN ap-1440 73 24 of of ADP ap-1440 73 25 the the DET ap-1440 73 26 phphmm phphmm NOUN ap-1440 73 27 tool tool NOUN ap-1440 73 28 is be AUX ap-1440 73 29 to to PART ap-1440 73 30 set set VERB ap-1440 73 31 up up ADP ap-1440 73 32 the the DET ap-1440 73 33 source source NOUN ap-1440 73 34 code code NOUN ap-1440 73 35 and and CCONJ ap-1440 73 36 data datum NOUN ap-1440 73 37 structures structure NOUN ap-1440 73 38 on on ADP ap-1440 73 39 the the DET ap-1440 73 40 basis basis NOUN ap-1440 73 41 of of ADP ap-1440 73 42 the the DET ap-1440 73 43 input input NOUN ap-1440 73 44 data datum NOUN ap-1440 73 45 , , PUNCT ap-1440 73 46 the the DET ap-1440 73 47 specification specification NOUN ap-1440 73 48 of of ADP ap-1440 73 49 which which PRON ap-1440 73 50 has have AUX ap-1440 73 51 just just ADV ap-1440 73 52 been be AUX ap-1440 73 53 described describe VERB ap-1440 73 54 . . PUNCT ap-1440 74 1 depending depend VERB ap-1440 74 2 on on ADP ap-1440 74 3 the the DET ap-1440 74 4 type type NOUN ap-1440 74 5 of of ADP ap-1440 74 6 parametrisation parametrisation NOUN ap-1440 74 7 , , PUNCT ap-1440 74 8 the the DET ap-1440 74 9 structure structure NOUN ap-1440 74 10 of of ADP ap-1440 74 11 the the DET ap-1440 74 12 models model NOUN ap-1440 74 13 and and CCONJ ap-1440 74 14 the the DET ap-1440 74 15 required required ADJ ap-1440 74 16 optimisations optimisation NOUN ap-1440 74 17 , , PUNCT ap-1440 74 18 the the DET ap-1440 74 19 system system NOUN ap-1440 74 20 generates generate VERB ap-1440 74 21 the the DET ap-1440 74 22 sources source NOUN ap-1440 74 23 of of ADP ap-1440 74 24 the the DET ap-1440 74 25 speech speech NOUN ap-1440 74 26 recogniser recogniser NOUN ap-1440 74 27 with with ADP ap-1440 74 28 the the DET ap-1440 74 29 relevant relevant ADJ ap-1440 74 30 data datum NOUN ap-1440 74 31 . . PUNCT ap-1440 75 1 the the DET ap-1440 75 2 source source NOUN ap-1440 75 3 code code NOUN ap-1440 75 4 must must AUX ap-1440 75 5 be be AUX ap-1440 75 6 generated generate VERB ap-1440 75 7 before before SCONJ ap-1440 75 8 it it PRON ap-1440 75 9 can can AUX ap-1440 75 10 be be AUX ap-1440 75 11 programmed program VERB ap-1440 75 12 for for ADP ap-1440 75 13 each each DET ap-1440 75 14 selection selection NOUN ap-1440 75 15 of of ADP ap-1440 75 16 the the DET ap-1440 75 17 hardware hardware NOUN ap-1440 75 18 platform platform NOUN ap-1440 75 19 and and CCONJ ap-1440 75 20 optimisation optimisation NOUN ap-1440 75 21 . . PUNCT ap-1440 76 1 the the DET ap-1440 76 2 source source NOUN ap-1440 76 3 code code NOUN ap-1440 76 4 can can AUX ap-1440 76 5 be be AUX ap-1440 76 6 set set VERB ap-1440 76 7 up up ADP ap-1440 76 8 very very ADV ap-1440 76 9 effectively effectively ADV ap-1440 76 10 using use VERB ap-1440 76 11 php php NOUN ap-1440 76 12 . . PUNCT ap-1440 77 1 the the DET ap-1440 77 2 code code NOUN ap-1440 77 3 of of ADP ap-1440 77 4 the the DET ap-1440 77 5 php php PROPN ap-1440 77 6 scripting scripting NOUN ap-1440 77 7 language language NOUN ap-1440 77 8 can can AUX ap-1440 77 9 be be AUX ap-1440 77 10 inserted insert VERB ap-1440 77 11 directly directly ADV ap-1440 77 12 into into ADP ap-1440 77 13 the the DET ap-1440 77 14 source source NOUN ap-1440 77 15 code code NOUN ap-1440 77 16 in in ADP ap-1440 77 17 c. c. PROPN ap-1440 77 18 as as SCONJ ap-1440 77 19 described describe VERB ap-1440 77 20 in in ADP ap-1440 77 21 [ [ X ap-1440 77 22 5 5 NUM ap-1440 77 23 ] ] PUNCT ap-1440 77 24 , , PUNCT ap-1440 77 25 php php PROPN ap-1440 77 26 can can AUX ap-1440 77 27 be be AUX ap-1440 77 28 used use VERB ap-1440 77 29 as as ADP ap-1440 77 30 a a DET ap-1440 77 31 preprocessor preprocessor NOUN ap-1440 77 32 with with ADP ap-1440 77 33 many many ADJ ap-1440 77 34 more more ADJ ap-1440 77 35 possibilities possibility NOUN ap-1440 77 36 than than ADP ap-1440 77 37 the the DET ap-1440 77 38 standard standard PROPN ap-1440 77 39 c c PROPN ap-1440 77 40 preprocessor preprocessor PROPN ap-1440 77 41 . . PUNCT ap-1440 78 1 for for ADP ap-1440 78 2 example example NOUN ap-1440 78 3 , , PUNCT ap-1440 78 4 it it PRON ap-1440 78 5 can can AUX ap-1440 78 6 create create VERB ap-1440 78 7 cycles cycle NOUN ap-1440 78 8 or or CCONJ ap-1440 78 9 compute compute VERB ap-1440 78 10 with with ADP ap-1440 78 11 goniometric goniometric NOUN ap-1440 78 12 functions function NOUN ap-1440 78 13 . . PUNCT ap-1440 79 1 a a DET ap-1440 79 2 hamming hamming NOUN ap-1440 79 3 window window NOUN ap-1440 79 4 lookup lookup NOUN ap-1440 79 5 table table NOUN ap-1440 79 6 can can AUX ap-1440 79 7 be be AUX ap-1440 79 8 generated generate VERB ap-1440 79 9 as as SCONJ ap-1440 79 10 follows follow VERB ap-1440 79 11 : : PUNCT ap-1440 79 12 < < X ap-1440 79 13 ? ? PUNCT ap-1440 79 14 php php ADJ ap-1440 79 15 $ $ SYM ap-1440 79 16 pi=3.14159 pi=3.14159 NOUN ap-1440 79 17 ; ; PUNCT ap-1440 79 18 $ $ SYM ap-1440 79 19 n=512 n=512 NUM ap-1440 79 20 ; ; PUNCT ap-1440 79 21 ? ? PUNCT ap-1440 79 22 > > X ap-1440 79 23 const const PROPN ap-1440 79 24 float float PROPN ap-1440 79 25 hamming_ar[]= n;?>]= NUM ap-1440 79 29 { { PUNCT ap-1440 79 30 < < NOUN ap-1440 79 31 ? ? PROPN ap-1440 79 32 php php PROPN ap-1440 79 33 for($n=0 for($n=0 VERB ap-1440 79 34 ; ; PUNCT ap-1440 79 35 $ $ SYM ap-1440 79 36 n<$n n<$n NUM ap-1440 79 37 ; ; PUNCT ap-1440 79 38 $ $ SYM ap-1440 79 39 n++ n++ NOUN ap-1440 79 40 ) ) PUNCT ap-1440 79 41 { { PUNCT ap-1440 79 42 $ $ SYM ap-1440 79 43 w=0.54 w=0.54 X ap-1440 79 44 0.46 0.46 NUM ap-1440 79 45 * * PUNCT ap-1440 79 46 cos(2*$pi*$n/$n cos(2*$pi*$n/$n PROPN ap-1440 79 47 ) ) PUNCT ap-1440 79 48 ; ; PUNCT ap-1440 79 49 echo echo VERB ap-1440 79 50 " " PUNCT ap-1440 79 51 $ $ SYM ap-1440 79 52 w w NOUN ap-1440 79 53 , , PUNCT ap-1440 79 54 " " PUNCT ap-1440 79 55 ; ; PUNCT ap-1440 79 56 } } PUNCT ap-1440 79 57 ? ? PUNCT ap-1440 79 58 > > X ap-1440 79 59 } } PUNCT ap-1440 79 60 ; ; PUNCT ap-1440 79 61 the the DET ap-1440 79 62 generated generate VERB ap-1440 79 63 code code NOUN ap-1440 79 64 is be AUX ap-1440 79 65 subsequently subsequently ADV ap-1440 79 66 compiled compile VERB ap-1440 79 67 by by ADP ap-1440 79 68 the the DET ap-1440 79 69 appropriate appropriate ADJ ap-1440 79 70 compiler compiler NOUN ap-1440 79 71 . . PUNCT ap-1440 80 1 however however ADV ap-1440 80 2 , , PUNCT ap-1440 80 3 this this PRON ap-1440 80 4 is be AUX ap-1440 80 5 already already ADV ap-1440 80 6 beyond beyond ADP ap-1440 80 7 the the DET ap-1440 80 8 function function NOUN ap-1440 80 9 of of ADP ap-1440 80 10 the the DET ap-1440 80 11 current current ADJ ap-1440 80 12 phphmm phphmm NOUN ap-1440 80 13 tool tool NOUN ap-1440 80 14 , , PUNCT ap-1440 80 15 although although SCONJ ap-1440 80 16 in in ADP ap-1440 80 17 future future NOUN ap-1440 80 18 it it PRON ap-1440 80 19 may may AUX ap-1440 80 20 be be AUX ap-1440 80 21 possible possible ADJ ap-1440 80 22 , , PUNCT ap-1440 80 23 after after ADP ap-1440 80 24 generating generate VERB ap-1440 80 25 the the DET ap-1440 80 26 source source NOUN ap-1440 80 27 code code NOUN ap-1440 80 28 , , PUNCT ap-1440 80 29 just just ADV ap-1440 80 30 to to PART ap-1440 80 31 run run VERB ap-1440 80 32 the the DET ap-1440 80 33 compiler compiler NOUN ap-1440 80 34 and and CCONJ ap-1440 80 35 get get VERB ap-1440 80 36 the the DET ap-1440 80 37 program program NOUN ap-1440 80 38 in in ADP ap-1440 80 39 an an DET ap-1440 80 40 executable executable ADJ ap-1440 80 41 format format NOUN ap-1440 80 42 . . PUNCT ap-1440 81 1 3 3 NUM ap-1440 81 2 results result NOUN ap-1440 81 3 although although SCONJ ap-1440 81 4 the the DET ap-1440 81 5 phphmm phphmm NOUN ap-1440 81 6 tool tool NOUN ap-1440 81 7 is be AUX ap-1440 81 8 used use VERB ap-1440 81 9 to to PART ap-1440 81 10 generate generate VERB ap-1440 81 11 the the DET ap-1440 81 12 entire entire ADJ ap-1440 81 13 speech speech NOUN ap-1440 81 14 recogniser recogniser NOUN ap-1440 81 15 , , PUNCT ap-1440 81 16 in in ADP ap-1440 81 17 the the DET ap-1440 81 18 following follow VERB ap-1440 81 19 text text NOUN ap-1440 81 20 we we PRON ap-1440 81 21 discuss discuss VERB ap-1440 81 22 some some DET ap-1440 81 23 examples example NOUN ap-1440 81 24 of of ADP ap-1440 81 25 using use VERB ap-1440 81 26 the the DET ap-1440 81 27 generated generate VERB ap-1440 81 28 code code NOUN ap-1440 81 29 for for ADP ap-1440 81 30 faster fast ADJ ap-1440 81 31 calculations calculation NOUN ap-1440 81 32 . . PUNCT ap-1440 82 1 60 60 NUM ap-1440 82 2 acta acta PROPN ap-1440 82 3 polytechnica polytechnica PROPN ap-1440 82 4 vol vol NOUN ap-1440 82 5 . . PUNCT ap-1440 83 1 51 51 NUM ap-1440 83 2 no no NOUN ap-1440 83 3 . . PUNCT ap-1440 84 1 5/2011 5/2011 NUM ap-1440 84 2 3.1 3.1 NUM ap-1440 84 3 mfcc mfcc NOUN ap-1440 84 4 optimisations optimisation NOUN ap-1440 84 5 one one NUM ap-1440 84 6 of of ADP ap-1440 84 7 the the DET ap-1440 84 8 optimisation optimisation NOUN ap-1440 84 9 methods method NOUN ap-1440 84 10 calculates calculate VERB ap-1440 84 11 the the DET ap-1440 84 12 results result NOUN ap-1440 84 13 in in ADP ap-1440 84 14 advance advance NOUN ap-1440 84 15 , , PUNCT ap-1440 84 16 if if SCONJ ap-1440 84 17 all all DET ap-1440 84 18 operands operand NOUN ap-1440 84 19 are be AUX ap-1440 84 20 known know VERB ap-1440 84 21 at at ADP ap-1440 84 22 compile compile NOUN ap-1440 84 23 time time NOUN ap-1440 84 24 . . PUNCT ap-1440 85 1 this this PRON ap-1440 85 2 will will AUX ap-1440 85 3 avoid avoid VERB ap-1440 85 4 counting count VERB ap-1440 85 5 the the DET ap-1440 85 6 same same ADJ ap-1440 85 7 results result NOUN ap-1440 85 8 repeatedly repeatedly ADV ap-1440 85 9 in in ADP ap-1440 85 10 the the DET ap-1440 85 11 recognition recognition NOUN ap-1440 85 12 process process NOUN ap-1440 85 13 , , PUNCT ap-1440 85 14 and and CCONJ ap-1440 85 15 it it PRON ap-1440 85 16 speeds speed VERB ap-1440 85 17 up up ADP ap-1440 85 18 the the DET ap-1440 85 19 calculation calculation NOUN ap-1440 85 20 . . PUNCT ap-1440 86 1 this this DET ap-1440 86 2 so so ADV ap-1440 86 3 - - PUNCT ap-1440 86 4 called call VERB ap-1440 86 5 “ " PUNCT ap-1440 86 6 lookup lookup NOUN ap-1440 86 7 table table NOUN ap-1440 86 8 ” " PUNCT ap-1440 86 9 method method NOUN ap-1440 86 10 was be AUX ap-1440 86 11 used use VERB ap-1440 86 12 to to PART ap-1440 86 13 generate generate VERB ap-1440 86 14 the the DET ap-1440 86 15 hamming hamming NOUN ap-1440 86 16 window window NOUN ap-1440 86 17 coefficients coefficient NOUN ap-1440 86 18 , , PUNCT ap-1440 86 19 which which PRON ap-1440 86 20 are be AUX ap-1440 86 21 calculated calculate VERB ap-1440 86 22 at at ADP ap-1440 86 23 the the DET ap-1440 86 24 beginning beginning NOUN ap-1440 86 25 of of ADP ap-1440 86 26 the the DET ap-1440 86 27 signal signal ADJ ap-1440 86 28 parametrisation parametrisation NOUN ap-1440 86 29 by by ADP ap-1440 86 30 the the DET ap-1440 86 31 mel mel PROPN ap-1440 86 32 - - PROPN ap-1440 86 33 cepstral cepstral ADJ ap-1440 86 34 coefficients coefficient NOUN ap-1440 86 35 ( ( PUNCT ap-1440 86 36 mfcc mfcc NOUN ap-1440 86 37 ) ) PUNCT ap-1440 87 1 [ [ X ap-1440 87 2 1 1 NUM ap-1440 87 3 ] ] PUNCT ap-1440 87 4 . . PUNCT ap-1440 88 1 the the DET ap-1440 88 2 parametrisation parametrisation NOUN ap-1440 88 3 method method NOUN ap-1440 88 4 during during ADP ap-1440 88 5 the the DET ap-1440 88 6 recognition recognition NOUN ap-1440 88 7 process process NOUN ap-1440 88 8 never never ADV ap-1440 88 9 changes change VERB ap-1440 88 10 , , PUNCT ap-1440 88 11 and and CCONJ ap-1440 88 12 therefore therefore ADV ap-1440 88 13 the the DET ap-1440 88 14 hamming hamming NOUN ap-1440 88 15 window window NOUN ap-1440 88 16 coefficients coefficient NOUN ap-1440 88 17 do do AUX ap-1440 88 18 not not PART ap-1440 88 19 change change VERB ap-1440 88 20 . . PUNCT ap-1440 89 1 the the DET ap-1440 89 2 calculation calculation NOUN ap-1440 89 3 then then ADV ap-1440 89 4 reduces reduce VERB ap-1440 89 5 to to ADP ap-1440 89 6 reading read VERB ap-1440 89 7 the the DET ap-1440 89 8 coefficient coefficient NOUN ap-1440 89 9 in in ADP ap-1440 89 10 a a DET ap-1440 89 11 onedimensional onedimensional ADJ ap-1440 89 12 data data NOUN ap-1440 89 13 field field NOUN ap-1440 89 14 . . PUNCT ap-1440 90 1 a a DET ap-1440 90 2 part part NOUN ap-1440 90 3 of of ADP ap-1440 90 4 the the DET ap-1440 90 5 parametrisation parametrisation NOUN ap-1440 90 6 block block NOUN ap-1440 90 7 of of ADP ap-1440 90 8 the the DET ap-1440 90 9 signal signal NOUN ap-1440 90 10 , , PUNCT ap-1440 90 11 where where SCONJ ap-1440 90 12 speech speech NOUN ap-1440 90 13 attributes attribute NOUN ap-1440 90 14 are be AUX ap-1440 90 15 extracted extract VERB ap-1440 90 16 from from ADP ap-1440 90 17 the the DET ap-1440 90 18 input input NOUN ap-1440 90 19 signal signal NOUN ap-1440 90 20 , , PUNCT ap-1440 90 21 is be AUX ap-1440 90 22 the the DET ap-1440 90 23 calculation calculation NOUN ap-1440 90 24 of of ADP ap-1440 90 25 the the DET ap-1440 90 26 discrete discrete ADJ ap-1440 90 27 cosine cosine NOUN ap-1440 90 28 transform transform NOUN ap-1440 90 29 ( ( PUNCT ap-1440 90 30 dct dct PROPN ap-1440 90 31 ) ) PUNCT ap-1440 91 1 [ [ X ap-1440 91 2 6 6 NUM ap-1440 91 3 ] ] PUNCT ap-1440 91 4 . . PUNCT ap-1440 92 1 using use VERB ap-1440 92 2 the the DET ap-1440 92 3 standard standard ADJ ap-1440 92 4 method method NOUN ap-1440 92 5 for for ADP ap-1440 92 6 calculating calculate VERB ap-1440 92 7 dct dct PROPN ap-1440 92 8 , , PUNCT ap-1440 92 9 which which PRON ap-1440 92 10 is be AUX ap-1440 92 11 calculated calculate VERB ap-1440 92 12 with with ADP ap-1440 92 13 goniometrical goniometrical ADJ ap-1440 92 14 functions function NOUN ap-1440 92 15 , , PUNCT ap-1440 92 16 a a DET ap-1440 92 17 parametrisation parametrisation NOUN ap-1440 92 18 calculation calculation NOUN ap-1440 92 19 time time NOUN ap-1440 92 20 of of ADP ap-1440 92 21 approximately approximately ADV ap-1440 92 22 55 55 NUM ap-1440 92 23 ms ms NOUN ap-1440 92 24 per per ADP ap-1440 92 25 segment segment NOUN ap-1440 92 26 was be AUX ap-1440 92 27 achieved achieve VERB ap-1440 92 28 at at ADP ap-1440 92 29 the the DET ap-1440 92 30 tested test VERB ap-1440 92 31 digital digital ADJ ap-1440 92 32 signal signal NOUN ap-1440 92 33 processor processor NOUN ap-1440 92 34 . . PUNCT ap-1440 93 1 with with ADP ap-1440 93 2 the the DET ap-1440 93 3 known know VERB ap-1440 93 4 number number NOUN ap-1440 93 5 of of ADP ap-1440 93 6 input input NOUN ap-1440 93 7 and and CCONJ ap-1440 93 8 output output NOUN ap-1440 93 9 dct dct PROPN ap-1440 93 10 coefficients coefficient NOUN ap-1440 93 11 , , PUNCT ap-1440 93 12 which which PRON ap-1440 93 13 are be AUX ap-1440 93 14 the the DET ap-1440 93 15 constants constant NOUN ap-1440 93 16 known know VERB ap-1440 93 17 at at ADP ap-1440 93 18 compile compile NOUN ap-1440 93 19 - - PUNCT ap-1440 93 20 time time NOUN ap-1440 93 21 and and CCONJ ap-1440 93 22 do do AUX ap-1440 93 23 not not PART ap-1440 93 24 change change VERB ap-1440 93 25 during during ADP ap-1440 93 26 recognition recognition NOUN ap-1440 93 27 , , PUNCT ap-1440 93 28 the the DET ap-1440 93 29 concrete concrete ADJ ap-1440 93 30 cosine cosine NOUN ap-1440 93 31 results result NOUN ap-1440 93 32 are be AUX ap-1440 93 33 calculated calculate VERB ap-1440 93 34 in in ADP ap-1440 93 35 advance advance NOUN ap-1440 93 36 and and CCONJ ap-1440 93 37 stored store VERB ap-1440 93 38 to to ADP ap-1440 93 39 the the DET ap-1440 93 40 data data NOUN ap-1440 93 41 structure structure NOUN ap-1440 93 42 . . PUNCT ap-1440 94 1 when when SCONJ ap-1440 94 2 running run VERB ap-1440 94 3 the the DET ap-1440 94 4 dct dct PROPN ap-1440 94 5 algorithm algorithm NOUN ap-1440 94 6 in in ADP ap-1440 94 7 real real ADJ ap-1440 94 8 time time NOUN ap-1440 94 9 , , PUNCT ap-1440 94 10 the the DET ap-1440 94 11 cosine cosine NOUN ap-1440 94 12 is be AUX ap-1440 94 13 ( ( PUNCT ap-1440 94 14 paradoxically paradoxically ADV ap-1440 94 15 ) ) PUNCT ap-1440 94 16 not not PART ap-1440 94 17 calculated calculate VERB ap-1440 94 18 , , PUNCT ap-1440 94 19 but but CCONJ ap-1440 94 20 the the DET ap-1440 94 21 pre pre ADJ ap-1440 94 22 - - ADJ ap-1440 94 23 calculated calculated ADJ ap-1440 94 24 cosine cosine NOUN ap-1440 94 25 value value NOUN ap-1440 94 26 is be AUX ap-1440 94 27 used use VERB ap-1440 94 28 according accord VERB ap-1440 94 29 to to ADP ap-1440 94 30 the the DET ap-1440 94 31 appropriate appropriate ADJ ap-1440 94 32 arguments argument NOUN ap-1440 94 33 . . PUNCT ap-1440 95 1 the the DET ap-1440 95 2 calculation calculation NOUN ap-1440 95 3 of of ADP ap-1440 95 4 the the DET ap-1440 95 5 coefficient coefficient NOUN ap-1440 95 6 is be AUX ap-1440 95 7 thus thus ADV ap-1440 95 8 reduced reduce VERB ap-1440 95 9 to to ADP ap-1440 95 10 reading read VERB ap-1440 95 11 its its PRON ap-1440 95 12 value value NOUN ap-1440 95 13 from from ADP ap-1440 95 14 the the DET ap-1440 95 15 pre pre ADJ ap-1440 95 16 - - ADJ ap-1440 95 17 calculated calculated ADJ ap-1440 95 18 table table NOUN ap-1440 95 19 . . PUNCT ap-1440 96 1 by by ADP ap-1440 96 2 this this DET ap-1440 96 3 optimisation optimisation NOUN ap-1440 96 4 , , PUNCT ap-1440 96 5 calculation calculation NOUN ap-1440 96 6 time time NOUN ap-1440 96 7 lower low ADJ ap-1440 96 8 than than ADP ap-1440 96 9 6 6 NUM ap-1440 96 10 ms ms NOUN ap-1440 96 11 was be AUX ap-1440 96 12 achieved achieve VERB ap-1440 96 13 , , PUNCT ap-1440 96 14 i.e. i.e. X ap-1440 96 15 approximately approximately ADV ap-1440 96 16 a a DET ap-1440 96 17 ninefold ninefold ADJ ap-1440 96 18 acceleration acceleration NOUN ap-1440 96 19 . . PUNCT ap-1440 97 1 fig fig NOUN ap-1440 97 2 . . PUNCT ap-1440 98 1 4 4 NUM ap-1440 98 2 : : PUNCT ap-1440 98 3 computation computation NOUN ap-1440 98 4 time time NOUN ap-1440 98 5 vs. vs. ADP ap-1440 98 6 optimisation optimisation NOUN ap-1440 98 7 methods method NOUN ap-1440 98 8 for for ADP ap-1440 98 9 mfcc mfcc NOUN ap-1440 98 10 parametrisation parametrisation NOUN ap-1440 98 11 3.2 3.2 NUM ap-1440 98 12 output output NOUN ap-1440 98 13 probability probability NOUN ap-1440 98 14 density density NOUN ap-1440 98 15 optimisations optimisation NOUN ap-1440 98 16 some some PRON ap-1440 98 17 of of ADP ap-1440 98 18 our our PRON ap-1440 98 19 proposed propose VERB ap-1440 98 20 optimisation optimisation NOUN ap-1440 98 21 methods method NOUN ap-1440 98 22 use use VERB ap-1440 98 23 transformed transform VERB ap-1440 98 24 parameters parameter NOUN ap-1440 98 25 , , PUNCT ap-1440 98 26 which which PRON ap-1440 98 27 arise arise VERB ap-1440 98 28 by by ADP ap-1440 98 29 converting convert VERB ap-1440 98 30 the the DET ap-1440 98 31 original original ADJ ap-1440 98 32 model model NOUN ap-1440 98 33 parameters parameter NOUN ap-1440 98 34 . . PUNCT ap-1440 99 1 e.g. e.g. ADV ap-1440 99 2 a a DET ap-1440 99 3 modified modify VERB ap-1440 99 4 algorithm algorithm NOUN ap-1440 99 5 for for ADP ap-1440 99 6 calculating calculate VERB ap-1440 99 7 the the DET ap-1440 99 8 output output NOUN ap-1440 99 9 probability probability NOUN ap-1440 99 10 density density NOUN ap-1440 99 11 function function NOUN ap-1440 99 12 b(o b(o PROPN ap-1440 99 13 ) ) PUNCT ap-1440 99 14 , , PUNCT ap-1440 99 15 based base VERB ap-1440 99 16 on on ADP ap-1440 99 17 the the DET ap-1440 99 18 type type NOUN ap-1440 99 19 of of ADP ap-1440 99 20 a a PRON ap-1440 99 21 = = X ap-1440 99 22 a a DET ap-1440 99 23 + + NOUN ap-1440 99 24 b b NOUN ap-1440 99 25 × × NOUN ap-1440 99 26 c c NOUN ap-1440 99 27 dot dot NOUN ap-1440 99 28 product product NOUN ap-1440 99 29 operation operation NOUN ap-1440 99 30 ( ( PUNCT ap-1440 99 31 “ " PUNCT ap-1440 99 32 multiply multiply VERB ap-1440 99 33 and and CCONJ ap-1440 99 34 accumulate accumulate VERB ap-1440 99 35 ” " PUNCT ap-1440 99 36 – – PUNCT ap-1440 99 37 “ " PUNCT ap-1440 99 38 mac mac NOUN ap-1440 99 39 ” " PUNCT ap-1440 99 40 ) ) PUNCT ap-1440 99 41 , , PUNCT ap-1440 99 42 requires require VERB ap-1440 99 43 recalculation recalculation NOUN ap-1440 99 44 of of ADP ap-1440 99 45 the the DET ap-1440 99 46 original original ADJ ap-1440 99 47 coefficients coefficient NOUN ap-1440 99 48 by by ADP ap-1440 99 49 a a DET ap-1440 99 50 simple simple ADJ ap-1440 99 51 transformation transformation NOUN ap-1440 99 52 [ [ X ap-1440 99 53 3 3 NUM ap-1440 99 54 ] ] PUNCT ap-1440 99 55 . . PUNCT ap-1440 100 1 this this DET ap-1440 100 2 transformation transformation NOUN ap-1440 100 3 is be AUX ap-1440 100 4 performed perform VERB ap-1440 100 5 while while SCONJ ap-1440 100 6 generating generate VERB ap-1440 100 7 the the DET ap-1440 100 8 source source NOUN ap-1440 100 9 code code NOUN ap-1440 100 10 , , PUNCT ap-1440 100 11 i.e. i.e. X ap-1440 100 12 in in ADP ap-1440 100 13 compile compile NOUN ap-1440 100 14 time time NOUN ap-1440 100 15 . . PUNCT ap-1440 101 1 the the DET ap-1440 101 2 calculation calculation NOUN ap-1440 101 3 without without ADP ap-1440 101 4 optimisations optimisation NOUN ap-1440 101 5 on on ADP ap-1440 101 6 the the DET ap-1440 101 7 dual dual ADJ ap-1440 101 8 - - PUNCT ap-1440 101 9 core core NOUN ap-1440 101 10 tms320c74x tms320c74x NUM ap-1440 101 11 dsp dsp NOUN ap-1440 101 12 architecture architecture NOUN ap-1440 101 13 lasted last VERB ap-1440 101 14 1477 1477 NUM ap-1440 101 15 ms ms PROPN ap-1440 101 16 / / SYM ap-1440 101 17 segment segment NOUN ap-1440 101 18 . . PUNCT ap-1440 102 1 after after ADP ap-1440 102 2 applying apply VERB ap-1440 102 3 appropriate appropriate ADJ ap-1440 102 4 optimisations optimisation NOUN ap-1440 102 5 by by ADP ap-1440 102 6 recomputing recompute VERB ap-1440 102 7 the the DET ap-1440 102 8 data datum NOUN ap-1440 102 9 structures structure NOUN ap-1440 102 10 , , PUNCT ap-1440 102 11 the the DET ap-1440 102 12 best good ADJ ap-1440 102 13 time time NOUN ap-1440 102 14 of of ADP ap-1440 102 15 52 52 NUM ap-1440 102 16 ms ms NOUN ap-1440 102 17 / / SYM ap-1440 102 18 segment segment NOUN ap-1440 102 19 was be AUX ap-1440 102 20 achieved achieve VERB ap-1440 102 21 when when SCONJ ap-1440 102 22 using use VERB ap-1440 102 23 the the DET ap-1440 102 24 modified modify VERB ap-1440 102 25 mac mac NOUN ap-1440 102 26 algorithm algorithm NOUN ap-1440 102 27 [ [ X ap-1440 102 28 3 3 NUM ap-1440 102 29 ] ] PUNCT ap-1440 102 30 . . PUNCT ap-1440 103 1 fig fig NOUN ap-1440 103 2 . . PUNCT ap-1440 104 1 5 5 NUM ap-1440 104 2 : : PUNCT ap-1440 104 3 computation computation NOUN ap-1440 104 4 time time NOUN ap-1440 104 5 vs. vs. ADP ap-1440 104 6 optimisation optimisation NOUN ap-1440 104 7 methods method NOUN ap-1440 104 8 of of ADP ap-1440 104 9 b(o b(o PROPN ap-1440 104 10 ) ) PUNCT ap-1440 104 11 function function NOUN ap-1440 104 12 fig fig NOUN ap-1440 104 13 . . PUNCT ap-1440 105 1 6 6 NUM ap-1440 105 2 : : PUNCT ap-1440 105 3 computation computation NOUN ap-1440 105 4 time time NOUN ap-1440 105 5 of of ADP ap-1440 105 6 maximum maximum NOUN ap-1440 105 7 of of ADP ap-1440 105 8 neighboring neighboring NOUN ap-1440 105 9 values value NOUN ap-1440 105 10 3.3 3.3 NUM ap-1440 105 11 viterbi viterbi NOUN ap-1440 105 12 algorithm algorithm NOUN ap-1440 105 13 optimisation optimisation NOUN ap-1440 105 14 the the DET ap-1440 105 15 viterbi viterbi NOUN ap-1440 105 16 algorithm algorithm NOUN ap-1440 105 17 , , PUNCT ap-1440 105 18 which which PRON ap-1440 105 19 evaluates evaluate VERB ap-1440 105 20 the the DET ap-1440 105 21 most most ADV ap-1440 105 22 probable probable ADJ ap-1440 105 23 passage passage NOUN ap-1440 105 24 through through ADP ap-1440 105 25 the the DET ap-1440 105 26 model model NOUN ap-1440 105 27 , , PUNCT ap-1440 105 28 contains contain VERB ap-1440 105 29 a a DET ap-1440 105 30 part part NOUN ap-1440 105 31 which which PRON ap-1440 105 32 compares compare VERB ap-1440 105 33 adjacent adjacent ADJ ap-1440 105 34 values value NOUN ap-1440 105 35 in in ADP ap-1440 105 36 the the DET ap-1440 105 37 vector vector NOUN ap-1440 105 38 of of ADP ap-1440 105 39 the the DET ap-1440 105 40 results result NOUN ap-1440 105 41 of of ADP ap-1440 105 42 previous previous ADJ ap-1440 105 43 operations operation NOUN ap-1440 105 44 . . PUNCT ap-1440 106 1 various various ADJ ap-1440 106 2 methods method NOUN ap-1440 106 3 have have AUX ap-1440 106 4 been be AUX ap-1440 106 5 tried try VERB ap-1440 106 6 , , PUNCT ap-1440 106 7 and and CCONJ ap-1440 106 8 the the DET ap-1440 106 9 “ " PUNCT ap-1440 106 10 loop loop NOUN ap-1440 106 11 unroll unroll NOUN ap-1440 106 12 ” " PUNCT ap-1440 106 13 method method NOUN ap-1440 106 14 has have AUX ap-1440 106 15 proved prove VERB ap-1440 106 16 to to PART ap-1440 106 17 be be AUX ap-1440 106 18 the the DET ap-1440 106 19 fastest fast ADJ ap-1440 106 20 in in ADP ap-1440 106 21 this this DET ap-1440 106 22 case case NOUN ap-1440 106 23 . . PUNCT ap-1440 107 1 the the DET ap-1440 107 2 code code NOUN ap-1440 107 3 that that PRON ap-1440 107 4 was be AUX ap-1440 107 5 originally originally ADV ap-1440 107 6 performed perform VERB ap-1440 107 7 repeatedly repeatedly ADV ap-1440 107 8 in in ADP ap-1440 107 9 the the DET ap-1440 107 10 cycle cycle NOUN ap-1440 107 11 is be AUX ap-1440 107 12 broken break VERB ap-1440 107 13 down down ADP ap-1440 107 14 into into ADP ap-1440 107 15 multiple multiple ADJ ap-1440 107 16 particular particular ADJ ap-1440 107 17 operations operation NOUN ap-1440 107 18 without without ADP ap-1440 107 19 the the DET ap-1440 107 20 cycle cycle NOUN ap-1440 107 21 loop loop NOUN ap-1440 107 22 . . PUNCT ap-1440 108 1 this this PRON ap-1440 108 2 will will AUX ap-1440 108 3 not not PART ap-1440 108 4 only only ADV ap-1440 108 5 reduce reduce VERB ap-1440 108 6 the the DET ap-1440 108 7 overhead overhead NOUN ap-1440 108 8 of of ADP ap-1440 108 9 cycle cycle NOUN ap-1440 108 10 organisation organisation NOUN ap-1440 108 11 , , PUNCT ap-1440 108 12 but but CCONJ ap-1440 108 13 will will AUX ap-1440 108 14 also also ADV ap-1440 108 15 provide provide VERB ap-1440 108 16 an an DET ap-1440 108 17 opportunity opportunity NOUN ap-1440 108 18 for for ADP ap-1440 108 19 greater great ADJ ap-1440 108 20 use use NOUN ap-1440 108 21 of of ADP ap-1440 108 22 the the DET ap-1440 108 23 hardware hardware NOUN ap-1440 108 24 architecture architecture NOUN ap-1440 108 25 . . PUNCT ap-1440 109 1 in in ADP ap-1440 109 2 our our PRON ap-1440 109 3 case case NOUN ap-1440 109 4 , , PUNCT ap-1440 109 5 instead instead ADV ap-1440 109 6 of of ADP ap-1440 109 7 32 32 NUM ap-1440 109 8 passes pass NOUN ap-1440 109 9 through through ADP ap-1440 109 10 the the DET ap-1440 109 11 cycle cycle NOUN ap-1440 109 12 , , PUNCT ap-1440 109 13 a a DET ap-1440 109 14 sequence sequence NOUN ap-1440 109 15 of of ADP ap-1440 109 16 32 32 NUM ap-1440 109 17 individual individual ADJ ap-1440 109 18 operations operation NOUN ap-1440 109 19 with with ADP ap-1440 109 20 61 61 NUM ap-1440 109 21 acta acta PROPN ap-1440 109 22 polytechnica polytechnica PROPN ap-1440 109 23 vol vol NOUN ap-1440 109 24 . . PUNCT ap-1440 110 1 51 51 NUM ap-1440 110 2 no no NOUN ap-1440 110 3 . . PUNCT ap-1440 111 1 5/2011 5/2011 NUM ap-1440 111 2 directly directly ADV ap-1440 111 3 addressed address VERB ap-1440 111 4 operands operand NOUN ap-1440 111 5 was be AUX ap-1440 111 6 created create VERB ap-1440 111 7 . . PUNCT ap-1440 112 1 this this DET ap-1440 112 2 loop loop NOUN ap-1440 112 3 unrolling unrolling NOUN ap-1440 112 4 led lead VERB ap-1440 112 5 to to ADP ap-1440 112 6 the the DET ap-1440 112 7 possibility possibility NOUN ap-1440 112 8 to to PART ap-1440 112 9 use use VERB ap-1440 112 10 the the DET ap-1440 112 11 “ " PUNCT ap-1440 112 12 max2 max2 NOUN ap-1440 112 13 ” " PUNCT ap-1440 112 14 instruction instruction NOUN ap-1440 112 15 of of ADP ap-1440 112 16 the the DET ap-1440 112 17 tms320c6000 tms320c6000 NUM ap-1440 112 18 architecture architecture NOUN ap-1440 112 19 , , PUNCT ap-1440 112 20 which which PRON ap-1440 112 21 is be AUX ap-1440 112 22 an an DET ap-1440 112 23 simd simd NOUN ap-1440 112 24 ( ( PUNCT ap-1440 112 25 single single ADJ ap-1440 112 26 instruction instruction NOUN ap-1440 112 27 , , PUNCT ap-1440 112 28 multiple multiple ADJ ap-1440 112 29 data datum NOUN ap-1440 112 30 ) ) PUNCT ap-1440 112 31 instruction instruction NOUN ap-1440 112 32 that that PRON ap-1440 112 33 simultaneously simultaneously ADV ap-1440 112 34 compares compare VERB ap-1440 112 35 two two NUM ap-1440 112 36 pairs pair NOUN ap-1440 112 37 of of ADP ap-1440 112 38 16 16 NUM ap-1440 112 39 - - PUNCT ap-1440 112 40 bit bit NOUN ap-1440 112 41 operands operand NOUN ap-1440 112 42 and and CCONJ ap-1440 112 43 returns return VERB ap-1440 112 44 two two NUM ap-1440 112 45 results result NOUN ap-1440 112 46 . . PUNCT ap-1440 113 1 the the DET ap-1440 113 2 figure figure NOUN ap-1440 113 3 below below ADV ap-1440 113 4 shows show VERB ap-1440 113 5 the the DET ap-1440 113 6 effectiveness effectiveness NOUN ap-1440 113 7 of of ADP ap-1440 113 8 this this DET ap-1440 113 9 optimisation optimisation NOUN ap-1440 113 10 for for ADP ap-1440 113 11 different different ADJ ap-1440 113 12 numbers number NOUN ap-1440 113 13 of of ADP ap-1440 113 14 test test NOUN ap-1440 113 15 vectors vector NOUN ap-1440 113 16 compared compare VERB ap-1440 113 17 with with ADP ap-1440 113 18 the the DET ap-1440 113 19 best good ADJ ap-1440 113 20 time time NOUN ap-1440 113 21 achieved achieve VERB ap-1440 113 22 without without ADP ap-1440 113 23 using use VERB ap-1440 113 24 the the DET ap-1440 113 25 loop loop NOUN ap-1440 113 26 unroll unroll NOUN ap-1440 113 27 method method NOUN ap-1440 113 28 . . PUNCT ap-1440 114 1 4 4 NUM ap-1440 114 2 conclusion conclusion NOUN ap-1440 114 3 the the DET ap-1440 114 4 phphmm phphmm NOUN ap-1440 114 5 software software NOUN ap-1440 114 6 tool tool NOUN ap-1440 114 7 for for ADP ap-1440 114 8 developing develop VERB ap-1440 114 9 speech speech NOUN ap-1440 114 10 recognition recognition NOUN ap-1440 114 11 algorithms algorithm NOUN ap-1440 114 12 focuses focus VERB ap-1440 114 13 on on ADP ap-1440 114 14 applications application NOUN ap-1440 114 15 for for ADP ap-1440 114 16 digital digital ADJ ap-1440 114 17 signal signal NOUN ap-1440 114 18 processors processor NOUN ap-1440 114 19 . . PUNCT ap-1440 115 1 the the DET ap-1440 115 2 advantages advantage NOUN ap-1440 115 3 of of ADP ap-1440 115 4 this this DET ap-1440 115 5 tool tool NOUN ap-1440 115 6 include include VERB ap-1440 115 7 easy easy ADJ ap-1440 115 8 comparison comparison NOUN ap-1440 115 9 of of ADP ap-1440 115 10 optimisation optimisation NOUN ap-1440 115 11 methods method NOUN ap-1440 115 12 , , PUNCT ap-1440 115 13 easily easily ADV ap-1440 115 14 changeable changeable ADJ ap-1440 115 15 parameters parameter NOUN ap-1440 115 16 , , PUNCT ap-1440 115 17 and and CCONJ ap-1440 115 18 a a DET ap-1440 115 19 user user NOUN ap-1440 115 20 - - PUNCT ap-1440 115 21 friendly friendly ADJ ap-1440 115 22 graphical graphical ADJ ap-1440 115 23 environment environment NOUN ap-1440 115 24 . . PUNCT ap-1440 116 1 it it PRON ap-1440 116 2 is be AUX ap-1440 116 3 used use VERB ap-1440 116 4 for for ADP ap-1440 116 5 generating generate VERB ap-1440 116 6 source source NOUN ap-1440 116 7 code code NOUN ap-1440 116 8 and and CCONJ ap-1440 116 9 data datum NOUN ap-1440 116 10 structures structure NOUN ap-1440 116 11 tailored tailor VERB ap-1440 116 12 to to ADP ap-1440 116 13 the the DET ap-1440 116 14 application application NOUN ap-1440 116 15 . . PUNCT ap-1440 117 1 acknowledgement acknowledgement NOUN ap-1440 117 2 this this DET ap-1440 117 3 research research NOUN ap-1440 117 4 was be AUX ap-1440 117 5 supported support VERB ap-1440 117 6 by by ADP ap-1440 117 7 grants grant NOUN ap-1440 117 8 gačr gačr PROPN ap-1440 117 9 102/08/0707 102/08/0707 PRON ap-1440 117 10 “ " PUNCT ap-1440 117 11 speech speech NOUN ap-1440 117 12 recognition recognition NOUN ap-1440 117 13 under under ADP ap-1440 117 14 real real ADJ ap-1440 117 15 - - PUNCT ap-1440 117 16 world world NOUN ap-1440 117 17 conditions condition NOUN ap-1440 117 18 ” " PUNCT ap-1440 117 19 , , PUNCT ap-1440 117 20 gačr gačr PROPN ap-1440 117 21 102/08 102/08 NUM ap-1440 117 22 / / SYM ap-1440 117 23 h008 h008 PROPN ap-1440 117 24 “ " PUNCT ap-1440 117 25 analysis analysis NOUN ap-1440 117 26 and and CCONJ ap-1440 117 27 modelling modelling NOUN ap-1440 117 28 of of ADP ap-1440 117 29 biomedical biomedical ADJ ap-1440 117 30 and and CCONJ ap-1440 117 31 speech speech NOUN ap-1440 117 32 signals signal NOUN ap-1440 117 33 ” " PUNCT ap-1440 117 34 , , PUNCT ap-1440 117 35 and and CCONJ ap-1440 117 36 by by ADP ap-1440 117 37 research research NOUN ap-1440 117 38 activity activity NOUN ap-1440 117 39 msm msm NOUN ap-1440 117 40 6840770014 6840770014 NUM ap-1440 117 41 “ " PUNCT ap-1440 117 42 perspective perspective NOUN ap-1440 117 43 informative informative ADJ ap-1440 117 44 and and CCONJ ap-1440 117 45 communications communication NOUN ap-1440 117 46 technicalities technicality NOUN ap-1440 117 47 research research NOUN ap-1440 117 48 ” " PUNCT ap-1440 117 49 . . PUNCT ap-1440 118 1 references reference NOUN ap-1440 118 2 [ [ X ap-1440 118 3 1 1 NUM ap-1440 118 4 ] ] X ap-1440 118 5 young young ADJ ap-1440 118 6 , , PUNCT ap-1440 118 7 s. s. PROPN ap-1440 118 8 , , PUNCT ap-1440 118 9 et et PROPN ap-1440 118 10 al al PROPN ap-1440 118 11 . . PROPN ap-1440 118 12 : : PUNCT ap-1440 119 1 the the DET ap-1440 119 2 htk htk PROPN ap-1440 119 3 book book PROPN ap-1440 119 4 . . PUNCT ap-1440 120 1 cambridge cambridge PROPN ap-1440 120 2 university university PROPN ap-1440 120 3 engineering engineering PROPN ap-1440 120 4 department department PROPN ap-1440 120 5 , , PUNCT ap-1440 120 6 2006 2006 NUM ap-1440 120 7 . . PUNCT ap-1440 121 1 [ [ X ap-1440 121 2 online online X ap-1440 121 3 ] ] X ap-1440 121 4 http://htk.eng.cam.ac.uk/ftp/ http://htk.eng.cam.ac.uk/ftp/ PROPN ap-1440 121 5 software software NOUN ap-1440 121 6 / / SYM ap-1440 121 7 htkbook.pdf.zip htkbook.pdf.zip PROPN ap-1440 121 8 . . PUNCT ap-1440 122 1 [ [ X ap-1440 122 2 2 2 NUM ap-1440 122 3 ] ] PUNCT ap-1440 122 4 php php NOUN ap-1440 123 1 [ [ X ap-1440 123 2 online online X ap-1440 123 3 ] ] X ap-1440 123 4 . . PUNCT ap-1440 124 1 2011 2011 NUM ap-1440 125 1 [ [ X ap-1440 125 2 cit cit PROPN ap-1440 125 3 . . PROPN ap-1440 125 4 2011–03–12 2011–03–12 NUM ap-1440 125 5 ] ] PUNCT ap-1440 125 6 . . PUNCT ap-1440 126 1 http:///www.php.net/. http:///www.php.net/. PROPN ap-1440 127 1 [ [ X ap-1440 127 2 3 3 NUM ap-1440 127 3 ] ] X ap-1440 127 4 mysql mysql NOUN ap-1440 127 5 . . PUNCT ap-1440 128 1 the the DET ap-1440 128 2 world world NOUN ap-1440 128 3 ’s ’s PART ap-1440 128 4 most most ADV ap-1440 128 5 popular popular ADJ ap-1440 128 6 open open ADJ ap-1440 128 7 source source NOUN ap-1440 128 8 database database NOUN ap-1440 129 1 [ [ X ap-1440 129 2 online online X ap-1440 129 3 ] ] X ap-1440 129 4 . . PUNCT ap-1440 130 1 2011 2011 NUM ap-1440 131 1 [ [ X ap-1440 131 2 cit cit PROPN ap-1440 131 3 . . PROPN ap-1440 131 4 2011–03–12 2011–03–12 NUM ap-1440 131 5 ] ] PUNCT ap-1440 131 6 . . PUNCT ap-1440 132 1 http://www.mysql.com/. http://www.mysql.com/. PRON ap-1440 132 2 [ [ X ap-1440 132 3 4 4 NUM ap-1440 132 4 ] ] X ap-1440 132 5 krejč́ı krejč́ı PROPN ap-1440 132 6 , , PUNCT ap-1440 132 7 r. r. NOUN ap-1440 132 8 : : PUNCT ap-1440 132 9 optimization optimization NOUN ap-1440 132 10 of of ADP ap-1440 132 11 computationally computationally ADV ap-1440 132 12 intensive intensive ADJ ap-1440 132 13 part part NOUN ap-1440 132 14 of of ADP ap-1440 132 15 speech speech NOUN ap-1440 132 16 recognizer recognizer NOUN ap-1440 132 17 . . PUNCT ap-1440 133 1 in in ADP ap-1440 133 2 19th 19th ADJ ap-1440 133 3 czech czech ADJ ap-1440 133 4 - - PUNCT ap-1440 133 5 german german ADJ ap-1440 133 6 workshop workshop NOUN ap-1440 133 7 on on ADP ap-1440 133 8 speech speech NOUN ap-1440 133 9 processing processing NOUN ap-1440 133 10 [ [ X ap-1440 133 11 cd cd PROPN ap-1440 133 12 - - PUNCT ap-1440 133 13 rom rom NOUN ap-1440 133 14 ] ] PUNCT ap-1440 133 15 . . PUNCT ap-1440 134 1 praha praha PROPN ap-1440 134 2 : : PUNCT ap-1440 134 3 institute institute NOUN ap-1440 134 4 of of ADP ap-1440 134 5 photonics photonic NOUN ap-1440 134 6 and and CCONJ ap-1440 134 7 electronics electronic NOUN ap-1440 134 8 as as ADP ap-1440 134 9 cr cr PROPN ap-1440 134 10 , , PUNCT ap-1440 134 11 2009 2009 NUM ap-1440 134 12 , , PUNCT ap-1440 134 13 p. p. NOUN ap-1440 134 14 22–26 22–26 NUM ap-1440 134 15 . . PUNCT ap-1440 135 1 isbn isbn ADJ ap-1440 135 2 978 978 NUM ap-1440 135 3 - - SYM ap-1440 135 4 80 80 NUM ap-1440 135 5 - - PUNCT ap-1440 135 6 86269 86269 NUM ap-1440 135 7 - - SYM ap-1440 135 8 18 18 NUM ap-1440 135 9 - - SYM ap-1440 135 10 4 4 NUM ap-1440 135 11 . . PUNCT ap-1440 136 1 [ [ X ap-1440 136 2 5 5 NUM ap-1440 136 3 ] ] X ap-1440 136 4 krejč́ı krejč́ı PROPN ap-1440 136 5 , , PUNCT ap-1440 136 6 r. r. PROPN ap-1440 136 7 : : PUNCT ap-1440 136 8 use use VERB ap-1440 136 9 php php NOUN ap-1440 136 10 preprocessor preprocessor NOUN ap-1440 136 11 for for ADP ap-1440 136 12 generating generate VERB ap-1440 136 13 source source NOUN ap-1440 136 14 codes code NOUN ap-1440 136 15 in in ADP ap-1440 136 16 c c NOUN ap-1440 136 17 programming programming NOUN ap-1440 136 18 language language NOUN ap-1440 136 19 . . PUNCT ap-1440 137 1 in in ADP ap-1440 137 2 kráĺıky kráĺıky PROPN ap-1440 137 3 2010 2010 NUM ap-1440 137 4 . . PUNCT ap-1440 138 1 brno brno NOUN ap-1440 138 2 : : PUNCT ap-1440 138 3 brno brno PROPN ap-1440 138 4 university university PROPN ap-1440 138 5 of of ADP ap-1440 138 6 technology technology NOUN ap-1440 138 7 , , PUNCT ap-1440 138 8 2010 2010 NUM ap-1440 138 9 , , PUNCT ap-1440 138 10 p. p. NOUN ap-1440 138 11 84–87 84–87 NUM ap-1440 138 12 . . PUNCT ap-1440 139 1 isbn isbn ADJ ap-1440 139 2 978 978 NUM ap-1440 139 3 - - SYM ap-1440 139 4 80 80 NUM ap-1440 139 5 - - PUNCT ap-1440 139 6 214 214 NUM ap-1440 139 7 - - PUNCT ap-1440 139 8 4139 4139 NUM ap-1440 139 9 - - SYM ap-1440 139 10 2 2 NUM ap-1440 139 11 . . PUNCT ap-1440 140 1 [ [ X ap-1440 140 2 6 6 NUM ap-1440 140 3 ] ] PUNCT ap-1440 140 4 uhĺı̌r uhĺı̌r PROPN ap-1440 140 5 , , PUNCT ap-1440 140 6 j. j. PROPN ap-1440 140 7 , , PUNCT ap-1440 140 8 et et PROPN ap-1440 140 9 al al PROPN ap-1440 140 10 . . PROPN ap-1440 140 11 : : PUNCT ap-1440 140 12 technologie technologie PROPN ap-1440 140 13 hlasových hlasových PROPN ap-1440 140 14 komunikaćı komunikaćı PROPN ap-1440 140 15 . . PUNCT ap-1440 140 16 praha praha PROPN ap-1440 140 17 : : PUNCT ap-1440 140 18 nakladatelstv́ı nakladatelstv́ı PROPN ap-1440 140 19 čvut čvut PROPN ap-1440 140 20 , , PUNCT ap-1440 140 21 2007 2007 NUM ap-1440 140 22 . . PUNCT ap-1440 141 1 276 276 NUM ap-1440 141 2 p. p. NOUN ap-1440 141 3 isbn isbn ADJ ap-1440 141 4 978 978 NUM ap-1440 141 5 - - SYM ap-1440 141 6 80 80 NUM ap-1440 141 7 - - PUNCT ap-1440 141 8 01 01 NUM ap-1440 141 9 - - PUNCT ap-1440 141 10 03888 03888 NUM ap-1440 141 11 - - SYM ap-1440 141 12 8 8 NUM ap-1440 141 13 . . PUNCT ap-1440 142 1 about about ADP ap-1440 142 2 the the DET ap-1440 142 3 author author NOUN ap-1440 142 4 robert robert PROPN ap-1440 142 5 krejč́ı krejč́ı PROPN ap-1440 142 6 deals deal VERB ap-1440 142 7 with with ADP ap-1440 142 8 digital digital ADJ ap-1440 142 9 signal signal NOUN ap-1440 142 10 processing processing NOUN ap-1440 142 11 and and CCONJ ap-1440 142 12 speech speech NOUN ap-1440 142 13 recognition recognition NOUN ap-1440 142 14 focusing focus VERB ap-1440 142 15 on on ADP ap-1440 142 16 optimisation optimisation NOUN ap-1440 142 17 of of ADP ap-1440 142 18 speech speech NOUN ap-1440 142 19 recogniser recogniser NOUN ap-1440 142 20 algorithms algorithm NOUN ap-1440 142 21 for for ADP ap-1440 142 22 systems system NOUN ap-1440 142 23 with with ADP ap-1440 142 24 limited limited ADJ ap-1440 142 25 hardware hardware NOUN ap-1440 142 26 resources resource NOUN ap-1440 142 27 . . PUNCT ap-1440 143 1 robert robert PROPN ap-1440 143 2 krejč́ı krejč́ı PROPN ap-1440 143 3 e e PROPN ap-1440 143 4 - - NOUN ap-1440 143 5 mail mail NOUN ap-1440 143 6 : : PUNCT ap-1440 143 7 robert.krejci@centrum.cz robert.krejci@centrum.cz PROPN ap-1440 143 8 department department PROPN ap-1440 143 9 of of ADP ap-1440 143 10 circuit circuit PROPN ap-1440 143 11 theory theory NOUN ap-1440 143 12 czech czech PROPN ap-1440 143 13 technical technical PROPN ap-1440 143 14 university university PROPN ap-1440 143 15 technická technická NOUN ap-1440 143 16 2 2 NUM ap-1440 143 17 , , PUNCT ap-1440 143 18 166 166 NUM ap-1440 143 19 27 27 NUM ap-1440 143 20 praha praha NOUN ap-1440 143 21 , , PUNCT ap-1440 143 22 czech czech PROPN ap-1440 143 23 republic republic NOUN ap-1440 143 24 62 62 NUM