Ụdị Markov zoro ezo
Ihe ngosi Markov zoro ezo na-akọwa usoro nke na-agafe na steeti zoro ezo ị na-enweghị ike ịhụ ya ozugbo, na-ewepụta mpụta a na-ahụ anya n'ụzọ.
Nchịkọta
It powered early speech recognition, gene finding, and part-of-speech tagging.
Ime miri emi
Ihe Nlereanya Zoro Ezochiri (HMM) na-ewere usoro hops n'etiti steeti zoro ezo ka oge na-aga, ebe steeti na-esote dabere naanị na nke dị ugbu a (ihe onwunwe Markov). Ọ dịghị mgbe ị na-edebe steeti ozugbo; kama steeti ọ bụla na-ewepụta akara a na-ahụ anya dịka ihe gbasara puru omume si dị. A na-akọwa HMM site na iberibe atọ: puru omume steeti mbụ, matriks mgbanwe n'etiti steeti, na ihe gbasara mpụ maka mpụta. Nsogbu atọ kpochapụwo na-aga na ya: nyocha (olee ka ọ ga-esi bụrụ usoro a hụrụ, nke Forward algọridim si dozie ya), ịchọta (ihe zoro ezo ụzọ kacha mma na-akọwa ihe ahụ, edozi site na Viterbi algọridim), na mmụta (na-eme atụmatụ site na data, nke Baum-Welch na-atụ anya-maximization algorithm). Ndị HMM na-achịkwa okwu na ịde aha usoro ruo ọtụtụ iri afọ.
Nghọta nka nka
Isi echiche bụ mmemme na-agbanwe agbanwe ka oge na-aga. Algọridim na-aga n'ihu na-achịkọta ohere nke ụzọ niile na-erute steeti ọ bụla, ebe Viterbi na-edobe otu ụzọ kachasị emetụta, ma n'ime oge nha na steeti-squared ugboro usoro ogologo. Baum-Welch na-agbanwe n'etiti nleba anya na ọnụnọ steeti a na-atụ anya ya nyere paramita dị ugbu a yana nleba anya ngbanwe na ihe puru omume, na-atụgharị ruo mgbe ọ na-agbakọta na mpaghara kacha nke ohere.
Mmetụta atụmatụ
Ọnụ ego na mmefu ego
Mkpebi ihe owuwu ụlọ na-akwalite arụmọrụ yana ọnụ ahịa ọrụ ruo ọtụtụ afọ.
Mkpebi doro anya
Nkà mmụta nka na-enyere ndị otu egwuregwu aka ịhọrọ nchịkọta ziri ezi, ọ bụghị naanị nke kachasị ọhụrụ.
Quality akara
Nhọrọ injinia ka mma na-ebelata ihe omume ntụkwasị obi na mmepụta.
Ọdịnihu nke ụdị Markov zoro ezo
Netwọk na-adịte aka na mgbanwe mgbanwe ejirila HMM dochie HMM maka ikwu okwu na asụsụ n'ihi na ha na-ejide ogologo ogologo oge, dabere na-adabereghị na nke mbụ Markov yinye enweghị ike. N'agbanyeghị HMM na-adị ndụ ebe nkọwa, obere data, na ihe ọmụmụ steeti doro anya dị mkpa: bioinformatics, usoro usoro oge, nchọpụta mmejọ, na ego. Na-atụ anya ka a na-aga n'ihu na-eji ngwakọ na pipeline ngwaọrụ, yana dị ka okwute mgbago n'echiche iji nweta ụdị mgbanaka dị iche iche yana ụdị oghere steeti.
Mmejuputa n'ezie n'ụwa
Mkpado akụkụ-okwu, ịkpọ okwu ọ bụla dị ka aha, ngwaa, ma ọ bụ adjective
Nyocha usoro mkpụrụ ndụ na protein na bioinformatics
Acoustic modeling na kpochapụwo akpaka njirimara sistemụ
Ịchọpụta usoro ma ọ bụ akụkụ na usoro oge ego na ihe mmetụta
Ihe ize ndụ & okporo ụzọ nche
Ịkwalite otu akara ngosi nwere ike zoo adịghị ike sistemụ sara mbara.
A na-eledakarị ihe akụrụngwa na ụgwọ ọrụ anya.
Ọdịiche nchekwa na nleba anya nwere ike itolite ka sistemu na-adịwanye mgbagwoju anya.
Map mmejuputa
Kọwaa latency, ịdịmma na ebumnuche ọnụ ahịa tupu mmejuputa ya.
Benchmark n'okpuru ibu dị adị na ọnọdụ data.
Nleba anya akụrụngwa maka mperi, ịkpafu na mmetụta onye ọrụ.
Kwadebe ụzọ nzaghachi azụghachi azụ na ihe omume tupu ịchachaa.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Tensor Parallelism maka Model buru ibu
Ajụjụ a na-ajụkarị
What is Hidden Markov Models?
Ihe ngosi Markov zoro ezo na-akọwa usoro nke na-agafe na steeti zoro ezo ị na-enweghị ike ịhụ ya ozugbo, na-ewepụta mpụta a na-ahụ anya n'ụzọ. Ọ kwadoro njirimara okwu mmalite, nchọpụta mkpụrụ ndụ ihe nketa, na mkpado akụkụ nke okwu.
Kedu ihe 'zoro ezo' na Model Markov zoro ezo na-ezo aka?
Ị na-ahụ naanị nlebanya pụtara; A na-ezobe usoro n'okpuru ala ma a ga-atụgharịrịrị ya.
Gịnị bụ ihe onwunwe Markov nke HMM weghaara?
Na usoro mbụ Markov yinye, ọdịnihu na-adabere naanị na ọnọdụ dị ugbu a, ọ bụghị akụkọ zuru oke.
Kedu algọridim na-achọpụta otu usoro nke steeti zoro ezo nwere ike ịdị?
Viterbi na-eji mmemme dị ike iji dobe ụzọ kachasị emetụta na steeti ọ bụla, na-eweghachi usoro steeti kachasị mma.
Kedu ụdị atọ nke puru omume na-akọwapụta HMM n'ụzọ zuru ezu?
A na-akọwa HMM site na ebe ọ na-amalite, ka steeti mgbanwe, na ka steeti si ewepụta nleba anya.
Kedu ihe Baum-Welch algọridim na-eme?
Baum-Welch bụ usoro EM nke na-atụgharị ugboro ugboro ngbanwe na ihe gbasara mpụta iji bulie ohere data.