Speedata: a prototype for multilingual spoken data-entry

MULTILINGUAL SPOKEN DATA-ENTRY U: Ackermann2; B: Angelini1; F: Brugnara1; M: Federico1; D: Giuliani1; R: Gretter1; H: Niemann2 1IRST Istituto per la Ricerca Scienti ca e Tecnologica I 38050 Povo; Trento; Italy: 2FORWISS Bayerisches Forschungszentrum f ur Wissensbasierte Systeme D 91058 Erlangen; Germany: ABSTRACT In this work we describe the development and evaluation of SpeeData, a prototype for multilingual spoken dataentry. The SpeeData project aims at developing a demonstrator that provides a user-friendly interface for spoken data-entry in two languages: Italian and German. A real world application domain is considered, which is the Land Register of an Italian region in which both languages are o cially spoken. Original topics of this paper are the interaction modality for spoken data-entry, the evaluation of a data-entry system, bilingual speech recognition, bilingual speaker adaptation.

[1]  Heinrich Niemann,et al.  SpeeData: multilingual spoken data entry , 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

[2]  Philip C. Woodland,et al.  Speaker adaptation of continuous density HMMs using multivariate linear regression , 1994, ICSLP.

[3]  Fabio Brugnara,et al.  Dynamic language models for interactive speech applications , 1997, EUROSPEECH.