An interactive directory assistance service for Spanish with large-vocabulary recognition

نویسندگان

  • Ricardo de Córdoba
  • Rubén San-Segundo-Hernández
  • Juan Manuel Montero-Martínez
  • José Colás Pasamontes
  • Javier Ferreiros
  • Javier Macías Guarasa
  • José Manuel Pardo
چکیده

In the EU funded IDAS project (LE4-8315), demonstrators providing an automated interactive telephone-based directory assistance service have been developed by ten partners from Germany, Greece, Spain and Switzerland [6]. In this paper we will focus in the Spanish demonstrator. In particular, we will describe the following aspects: The general architecture of the system, paying special attention to the speech recognition module. We will present new alternatives for the estimation of continuous HMMs and the agglomerative clustering of context-dependent units. The most common problems encountered in the development of this kind of systems and their operation in a real environment. Impressions, opinions and scores from real-world users of the system.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

State clustering improvements for continuous HMMs in a Spanish large vocabulary recognition system

In this paper we present a whole set of improvements that have been applied to a large vocabulary isolated-word recognition system using continuous models. This system has been used in the EU funded IDAS project (LE4-8315), where an automated interactive telephone-based directory assistance service has been developed. We cover both improvements in the techniques for continuous HMM reestimation ...

متن کامل

Toward Automatic Adaptation of the Acoustic Models and of the Formulation Variants in a Directory Assistance Application

The framework of this work is an already operational voice activated Directory Assistance (DA) service that allows a large amount of data from the field to be collected. Our goal is to improve its performance by adapting the acoustic models and the formulation variants of the system to the field. For model adaptation, we propose to dynamically generate without supervision additional Hidden Mark...

متن کامل

Advances in Large Vocabulary Continuous Speech Recognition

The development of robust, accurate and efficient speech recognition systems is critical to the widespread adoption of a large number of commercial applications. These include automated customer service, broadcast news transcription and indexing, voice-activated automobile accessories, large-vocabulary voice-activated cellphone dialing, and automated directory assistance. This article provides ...

متن کامل

Issues in speech recognition applied to directory listing retrieval

This paper addresses several issues relevant to the application of speech recognition in directory listing retrieval: the very large dimension of the vocabularity, the confusability between vocabulary words and the powerful syntactic models implicit in full names. These issues will be addressed using as a case study the automation of the directory assistance of the two largest cities in Portugal.

متن کامل

Large Vocabulary Search Space Reduction Employing Directed Acyclic Word Graphs and Phonological Rules

Some applications of speech recognition, such as automatic directory information services, require very large vocabularies. In this paper, we focus on the task of recognizing surnames in an Interactive telephonebased Directory Assistance Services (IDAS) system, which supersedes other large vocabulary applications in terms of complexity and vocabulary size. We present a method for building compa...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001