AI muri Call Center Imvugo Isesengura
Isesengura ry'imvugo ya AI rihindura amajwi na terefone nzima mu gushakisha, gutanga amanota - kwandukura ijambo ryose, kumenya amarangamutima, no kwerekana ingaruka zishobora kubahirizwa.
Incamake
It matters because contact centers handle billions of calls a year, and listening to them by hand is impossible.
Kwibira cyane
Sisitemu yo gusesengura imvugo ibanza gukoresha imvugo yikora (ASR) kugirango ihindure amajwi mumyandiko, hanyuma igabanye gutunganya ururimi karemano kugirango yumve ibisobanuro. Batahura ijambo ryibanze ('guhagarika,' 'umunyamategeko,' 'gusubizwa'), gutondekanya ingingo zo guhamagara, no gutanga amanota kumagambo yombi hamwe nibimenyetso bya acoustic nkibibanza, umuvuduko, nubunini. Ihuriro rya kijyambere rishyigikira isesengura-nyaryo: nkuko umukiriya abivuga, sisitemu irashobora gusaba umukozi igisubizo gikurikira-cyiza, kuburira ijwi ryiyongera, cyangwa kwemeza ibyasabwe gusomwa. Diarisation itandukanya uwavuze iki - agent nuwahamagaye. Icy'ingenzi, ibyo bikoresho bisesengura 100 ku ijana guhamagarwa aho kuba 1-2 ku ijana abantu basanzwe batanga urugero, bagaragaza ibimenyetso bya churn, uburyo bwo kuriganya, n'amahirwe yo gutoza mubaturage bose.
Ubushishozi
Umuyoboro uringaniza moderi ya acoustic (gushushanya amajwi ya fonema) hamwe nururimi rwindimi (guhanura amagambo akurikirana). Umuvugizi diarisation cluster yijwi ryerekana ibirango bihinduka. Imyumvire ikomatanya ibimenyetso byamagambo nibiranga prosodic - inshuro zifatika, ingufu, igipimo cyo kuvuga - kubera ko 'byiza' yavuze bitandukanye cyane n '' byiza 'byavuzwe neza. Igipimo cyijambo-ikosa gipima inyandiko-mvugo; amajwi ya terefone (8kHz, codec compression, crosstalk) ituma ibi bigora kuruta imvugo ya studio isukuye.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI muri Call Center Speech Analytics
Tegereza igihe nyacyo umukozi ufasha akoreshwa nurugero runini rwururimi ruvuga muri make guhamagara ako kanya, kuzuza imodoka-CRM imirima, no gutegura imeri ikurikirana. Indimi nyinshi kandi zivuga-ASR izagura ubwishingizi, mugihe ku gikoresho cyangwa mu karere gutunganya adresse amategeko yerekeye ubuzima bwite. Ibibyara AI bizagenda biva mugusobanura ibyabaye mugutanga inama ndetse no gutangiza ibyemezo, bigahindura umurongo uri hagati yisesengura hamwe nabakozi basanzwe bakora guhamagarwa bisanzwe birangira.
Gushyira mu bikorwa Isi
Banki isuzuma buri guhamagarwa kwanditse kumvugo yuburyo bwo kugurisha nabi kugirango hamenyekane ko amabwiriza asomwa mu magambo.
Itumanaho ryerekana itumanaho ryiyongera kandi ijambo 'guhagarika' mugihe nyacyo, risaba kugumana mbere yuko umukiriya amanikwa.
Umwishingizi wubuzima yikora-itanga incamake nyuma yo guhamagarwa hamwe na CRM inoti kugirango abakozi bamara amasegonda, ntabwo ari iminota, kuri nyuma yo guhamagarwa.
Umucuruzi acukura ibihumbi n'ibihumbi byo guhamagarwa kugirango avumbure ikirego gikunze kugaragara ku bafatanyabikorwa batwara ibicuruzwa, bigatuma ibicuruzwa bisubirwamo.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI mu Gusoma Iminwa no Kumenyekanisha Imvugo
Ibibazo bikunze kubazwa
What is AI in Call Center Speech Analytics?
Isesengura ry'imvugo ya AI rihindura amajwi na terefone nzima mu gushakisha, gutanga amanota - kwandukura ijambo ryose, kumenya amarangamutima, no kwerekana ingaruka zishobora kubahirizwa. Nibyingenzi kuko ibigo byitumanaho bitwara miriyari zihamagara kumwaka, kandi kubatega intoki ntibishoboka.
Niyihe ntambwe yambere yo gutunganya muburyo busanzwe bwo gusesengura imvugo?
Amajwi agomba guhindurwa mumyandiko akoresheje ASR mbere yuko NLP ishobora gusesengura ibisobanuro, ingingo, cyangwa amarangamutima.
Niki 'kuvuga diarisation'?
Ibice bya diarisation kandi biranga amajwi numuvugizi kugirango sisitemu ibashe gutandukanya buri mvugo neza.
Kuki AI ishobora gusesengura igice kinini cyo guhamagarwa kuruta amakipe ya QA?
Intoki zisubiramo intangarugero agace gato; ibipimo byisesengura byikora kubantu bose bahamagaye, uburyo bwo kugaragara abantu babuze.
Nibihe bintu bya acoustic bifasha kumenya amarangamutima yumukiriya kurenza amagambo yakoreshejwe?
Ibimenyetso byiza nkibipimo nigipimo cyerekana amarangamutima nubwo amagambo asanzwe asa nkaho atabogamye.
Kuki amajwi ya terefone bigoye kuyandukura neza kuruta gufata amajwi muri studio?
Amajwi ya terefone ni umurongo mugari kandi ucometse, uzamura igipimo cyamakosa ugereranije nijambo risukuye, ryizerwa cyane.