An instantiable speech biometrics module with natural language interface: implementation in the telephony environment
نویسندگان
چکیده
This paper describes an implementation of the concept of conversational speech biometrics approach to personal authentication in telephony environment. An application independent module including a NL-enabled part for verbal veriication and identiication and an acoustic speaker recognition engine for voice-print analysis are combined using a special veriication/identication protocol which allows the application to adapt the session according to the dialog development and the query/command security. The results validate the feasibility and advantages of the concept of integrating speaker and speech recognition technology. Users familiar with the system can log into the system with 2.7% or 3.2% false rejection and ca. 3 10 ?11 % or 10 ?5 % false acceptance rates in about 40 sec or 20 sec respectively. This makes speaker recognition for the rst time deployable for high security applications even with today's technology-a claim that can't be made with other speaker recognition technology. The system has a client-server architecture and is suitable for various applications and plat-tforms.
منابع مشابه
A Speech Biometrics System with Multi- Grained Speaker Modeling
The paper describes a system for voice-based personal au-thentication in a conceptual framework of conversational speech biometrics relying on two sources of authentication-the acoustic voice-print and the user knowledge. Several technologies are closely integrated: speaker recognition and speech recognition as well as natural language understanding and dialog management. The rst part of this p...
متن کاملDesign and Implementation of an Intelligent Part of Speech Generator
The aim of this paper is to report on an attempt to design and implement an intelligent system capable of generating the correct part of speech for a given sentence while the sentence is totally new to the system and not stored in any database available to the system. It follows the same steps a normal individual does to provide the correct parts of speech using a natural language processor. It...
متن کاملResults and Observations from the Evaluation of a Telephony- based Conversational Information Retrieval System
This paper presents the observations and results from the evaluation of the Program Guide Information System (PGIS), which was built as the CATCH-2004 Helsinki demonstrator under the European Union’s 5 Framework Research Programme [1]. The technical implementation is the outcome of the integration of several technologies, including Automatic Speech Recognition and Natural Language Understanding...
متن کاملDeveloping Natural Language Enabled Games in (Extended) SCXML
The World Wide Web Consortium (W3C) has a standard in the pipeline – called SCXML – that may turn out to be very suitable for the design and implementation of games, in particular games featuring (possibly multimodal) natural language dialogue. We see three main reasons why SCXML may be a good fit for the game industry: 1) SCXML is all about statecharts – a powerful extension of finite-state ma...
متن کاملProcess Speech Recognition System using Artificial Intelligence Technique
239 Abstract: This paper describes the detail process of speech recognition using artificial intelligence technique. It includes coustic model, Language model,Trigram model, Class model ,Source channel model .Speech recognition or natural language processing referred to artificial intelligence methods of communicating with a computer in natural language like English. The objective of NLP Progra...
متن کامل