Faculty of Information Technology, BUT

Project Details

Big speech data analytics for contact centers

Project Period: 01.01.2015 - 31.12.2017

Agency: European Comission EU

Program: Horizon 2020

Czech title
Analytika velkých řečových dat pro kontaktní centra
Type
grant
Keywords
contact centres, speech data mining, big data, speech recognition, keyword spotting
Abstract
Contact centers (CC) are an important business for Europe: 35,000 contact centers generate 3.2 Million jobs (~1% of Europes active population). A typical CC produces a wealth of multilingual spoken data that is nowadays mined by humans (CC agents and supervisors) or by rudimentary technical means. BISON consortium plans to bring significant innovations in three areas: (1) basic speech data mining technologies (systems quickly adaptable to new languages, domains and CC campaigns), (2) business outcome mining from speech (translated into improvement of CCs Key Performance Indicators) and (3) CC support systems integrating both speech and business outcome mining in user-friendly way. The project will produce two prototypes: smallBison (end of the 1st year) will be a functioning system for real, though limited, deployment and user feedback collection. bigBison (end of the project) will include full range of capabilities and be fully integrated with CC hardware and software infrastructure. Generation of business outputs will be demonstrated on real data. Business indicators and values for the market were instrumental for the definition of the project and will be crucial for project execution. BISON consortium is composed of eight players with complementary skills. Two end users running large CC operations (EBOS, Atento) are generating user requirements and are ready to deploy the prototypes immediately in real scenarios. Phonexia (the coordinator), Brno University of Technology and Telefónica I+D are experts in speech data mining - from R&D, data processing to developing products placed on the market. Telefónica Móviles is an expert in business outcome mining and MyForce is a skilled Contact Center hardware and software integrator. CC data involve a number of legal issues, therefore, the University of Bologna (with significant experience in regulatory and legal aspects) complements the consortium.
Team members
Černocký Jan, doc. Dr. Ing. (UPGM FIT VUT) , research leader
Burget Lukáš, doc. Ing., Ph.D. (UPGM FIT VUT) , team leader
Beneš Karel, Ing. (UPGM FIT VUT)
Cao Yujia, Ph.D. (UPGM FIT VUT)
Egorova Ekaterina, Ing. (UPGM FIT VUT)
Grézl František, Ing., Ph.D. (UPGM FIT VUT)
Hannemann Mirko, Dipl.-Ing. (UPGM FIT VUT)
Heřmanský Hynek, prof. Ing., Dr.Eng. (UPGM FIT VUT)
Kamsali Veera Mounika (UPGM FIT VUT)
Karafiát Martin, Ing., Ph.D. (UPGM FIT VUT)
Kohlová Renata, Ing. (UPGM FIT VUT)
Matějka Pavel, Ing., Ph.D. (UPGM FIT VUT)
Mošner Ladislav, Ing. (FIT VUT)
Nathans Riva, Bc. (UPGM FIT VUT)
Nathans Riva, Bc. (UPGM FIT VUT)
Ondel Lucas, Mgr. (UPGM FIT VUT)
Otáhalová Sylva (UPGM FIT VUT)
Pešán Jan, Ing. (UPGM FIT VUT)
Plchot Oldřich, Ing., Ph.D. (UPGM FIT VUT)
Popková Anna, Ing. (FIT VUT)
Silnova Anna, MSc. (UPGM FIT VUT)
Skácel Miroslav, Ing. (FIT VUT)
Szőke Igor, Ing., Ph.D. (UPGM FIT VUT)
Žižka Josef, Ing. (UPGM FIT VUT)
Žmolíková Kateřina, Ing. (UPGM FIT VUT)
Publications

2018

2017

2016

2015

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