id sid tid token lemma pos 2514nk33z03 1 1 in in ADP 2514nk33z03 1 2 the the DET 2514nk33z03 1 3 past past ADJ 2514nk33z03 1 4 decade decade NOUN 2514nk33z03 1 5 , , PUNCT 2514nk33z03 1 6 the the DET 2514nk33z03 1 7 number number NOUN 2514nk33z03 1 8 of of ADP 2514nk33z03 1 9 people people NOUN 2514nk33z03 1 10 owning own VERB 2514nk33z03 1 11 smartphones smartphone NOUN 2514nk33z03 1 12 has have AUX 2514nk33z03 1 13 increased increase VERB 2514nk33z03 1 14 rapidly rapidly ADV 2514nk33z03 1 15 , , PUNCT 2514nk33z03 1 16 and and CCONJ 2514nk33z03 1 17 the the DET 2514nk33z03 1 18 computational computational ADJ 2514nk33z03 1 19 power power NOUN 2514nk33z03 1 20 and and CCONJ 2514nk33z03 1 21 number number NOUN 2514nk33z03 1 22 of of ADP 2514nk33z03 1 23 sensors sensor NOUN 2514nk33z03 1 24 available available ADJ 2514nk33z03 1 25 on on ADP 2514nk33z03 1 26 these these DET 2514nk33z03 1 27 smartphones smartphone NOUN 2514nk33z03 1 28 has have AUX 2514nk33z03 1 29 increased increase VERB 2514nk33z03 1 30 as as ADV 2514nk33z03 1 31 well well ADV 2514nk33z03 1 32 . . PUNCT 2514nk33z03 2 1 this this DET 2514nk33z03 2 2 growth growth NOUN 2514nk33z03 2 3 has have AUX 2514nk33z03 2 4 allowed allow VERB 2514nk33z03 2 5 the the DET 2514nk33z03 2 6 rise rise NOUN 2514nk33z03 2 7 of of ADP 2514nk33z03 2 8 research research NOUN 2514nk33z03 2 9 that that PRON 2514nk33z03 2 10 uses use VERB 2514nk33z03 2 11 the the DET 2514nk33z03 2 12 smartphone smartphone NOUN 2514nk33z03 2 13 to to PART 2514nk33z03 2 14 measure measure VERB 2514nk33z03 2 15 various various ADJ 2514nk33z03 2 16 aspects aspect NOUN 2514nk33z03 2 17 of of ADP 2514nk33z03 2 18 daily daily ADJ 2514nk33z03 2 19 life life NOUN 2514nk33z03 2 20 , , PUNCT 2514nk33z03 2 21 including include VERB 2514nk33z03 2 22 social social ADJ 2514nk33z03 2 23 aspects aspect NOUN 2514nk33z03 2 24 like like ADP 2514nk33z03 2 25 emotion emotion NOUN 2514nk33z03 2 26 in in ADP 2514nk33z03 2 27 spoken spoken ADJ 2514nk33z03 2 28 communication communication NOUN 2514nk33z03 2 29 . . PUNCT 2514nk33z03 3 1 sensing sense VERB 2514nk33z03 3 2 emotion emotion NOUN 2514nk33z03 3 3 from from ADP 2514nk33z03 3 4 speech speech NOUN 2514nk33z03 3 5 , , PUNCT 2514nk33z03 3 6 however however ADV 2514nk33z03 3 7 , , PUNCT 2514nk33z03 3 8 is be AUX 2514nk33z03 3 9 a a DET 2514nk33z03 3 10 challenging challenging ADJ 2514nk33z03 3 11 task task NOUN 2514nk33z03 3 12 which which PRON 2514nk33z03 3 13 is be AUX 2514nk33z03 3 14 only only ADV 2514nk33z03 3 15 intensified intensify VERB 2514nk33z03 3 16 when when SCONJ 2514nk33z03 3 17 done do VERB 2514nk33z03 3 18 on on ADP 2514nk33z03 3 19 audio audio NOUN 2514nk33z03 3 20 collected collect VERB 2514nk33z03 3 21 from from ADP 2514nk33z03 3 22 a a DET 2514nk33z03 3 23 smartphone smartphone NOUN 2514nk33z03 3 24 , , PUNCT 2514nk33z03 3 25 and and CCONJ 2514nk33z03 3 26 is be AUX 2514nk33z03 3 27 further far ADV 2514nk33z03 3 28 complicated complicated ADJ 2514nk33z03 3 29 when when SCONJ 2514nk33z03 3 30 the the DET 2514nk33z03 3 31 sensing sensing NOUN 2514nk33z03 3 32 must must AUX 2514nk33z03 3 33 be be AUX 2514nk33z03 3 34 done do VERB 2514nk33z03 3 35 over over ADP 2514nk33z03 3 36 a a DET 2514nk33z03 3 37 long long ADJ 2514nk33z03 3 38 period period NOUN 2514nk33z03 3 39 of of ADP 2514nk33z03 3 40 time time NOUN 2514nk33z03 3 41 , , PUNCT 2514nk33z03 3 42 such such ADJ 2514nk33z03 3 43 as as ADP 2514nk33z03 3 44 a a DET 2514nk33z03 3 45 longitudinal longitudinal ADJ 2514nk33z03 3 46 study study NOUN 2514nk33z03 3 47 . . PUNCT 2514nk33z03 4 1 this this DET 2514nk33z03 4 2 thesis thesis NOUN 2514nk33z03 4 3 describes describe VERB 2514nk33z03 4 4 the the DET 2514nk33z03 4 5 speech speech NOUN 2514nk33z03 4 6 collection collection NOUN 2514nk33z03 4 7 and and CCONJ 2514nk33z03 4 8 analysis analysis NOUN 2514nk33z03 4 9 of of ADP 2514nk33z03 4 10 longitudinal longitudinal ADJ 2514nk33z03 4 11 emotion emotion NOUN 2514nk33z03 4 12 ( ( PUNCT 2514nk33z03 4 13 scale scale NOUN 2514nk33z03 4 14 ) ) PUNCT 2514nk33z03 4 15 system system NOUN 2514nk33z03 4 16 , , PUNCT 2514nk33z03 4 17 which which PRON 2514nk33z03 4 18 is be AUX 2514nk33z03 4 19 designed design VERB 2514nk33z03 4 20 to to PART 2514nk33z03 4 21 address address VERB 2514nk33z03 4 22 such such ADJ 2514nk33z03 4 23 challenges challenge NOUN 2514nk33z03 4 24 for for ADP 2514nk33z03 4 25 a a DET 2514nk33z03 4 26 scalable scalable ADJ 2514nk33z03 4 27 number number NOUN 2514nk33z03 4 28 of of ADP 2514nk33z03 4 29 users user NOUN 2514nk33z03 4 30 over over ADP 2514nk33z03 4 31 a a DET 2514nk33z03 4 32 long long ADJ 2514nk33z03 4 33 period period NOUN 2514nk33z03 4 34 of of ADP 2514nk33z03 4 35 time time NOUN 2514nk33z03 4 36 . . PUNCT 2514nk33z03 5 1 the the DET 2514nk33z03 5 2 system system NOUN 2514nk33z03 5 3 involves involve VERB 2514nk33z03 5 4 both both CCONJ 2514nk33z03 5 5 a a DET 2514nk33z03 5 6 mobile mobile ADJ 2514nk33z03 5 7 client client NOUN 2514nk33z03 5 8 for for ADP 2514nk33z03 5 9 the the DET 2514nk33z03 5 10 smartphone smartphone NOUN 2514nk33z03 5 11 and and CCONJ 2514nk33z03 5 12 a a DET 2514nk33z03 5 13 back back ADJ 2514nk33z03 5 14 - - PUNCT 2514nk33z03 5 15 end end NOUN 2514nk33z03 5 16 server server NOUN 2514nk33z03 5 17 and and CCONJ 2514nk33z03 5 18 analysis analysis NOUN 2514nk33z03 5 19 process process NOUN 2514nk33z03 5 20 meant mean VERB 2514nk33z03 5 21 for for ADP 2514nk33z03 5 22 analyzing analyze VERB 2514nk33z03 5 23 and and CCONJ 2514nk33z03 5 24 storing store VERB 2514nk33z03 5 25 the the DET 2514nk33z03 5 26 audio audio NOUN 2514nk33z03 5 27 features feature NOUN 2514nk33z03 5 28 essential essential ADJ 2514nk33z03 5 29 to to ADP 2514nk33z03 5 30 emotion emotion NOUN 2514nk33z03 5 31 recognition recognition NOUN 2514nk33z03 5 32 . . PUNCT 2514nk33z03 6 1 in in ADP 2514nk33z03 6 2 this this DET 2514nk33z03 6 3 thesis thesis NOUN 2514nk33z03 6 4 , , PUNCT 2514nk33z03 6 5 the the DET 2514nk33z03 6 6 scale scale NOUN 2514nk33z03 6 7 system system NOUN 2514nk33z03 6 8 design design NOUN 2514nk33z03 6 9 will will AUX 2514nk33z03 6 10 be be AUX 2514nk33z03 6 11 discussed discuss VERB 2514nk33z03 6 12 , , PUNCT 2514nk33z03 6 13 evaluated evaluate VERB 2514nk33z03 6 14 for for ADP 2514nk33z03 6 15 performance performance NOUN 2514nk33z03 6 16 , , PUNCT 2514nk33z03 6 17 and and CCONJ 2514nk33z03 6 18 potential potential ADJ 2514nk33z03 6 19 methods method NOUN 2514nk33z03 6 20 for for ADP 2514nk33z03 6 21 assessing assess VERB 2514nk33z03 6 22 emotion emotion NOUN 2514nk33z03 6 23 will will AUX 2514nk33z03 6 24 be be AUX 2514nk33z03 6 25 presented present VERB 2514nk33z03 6 26 . . PUNCT