TABOR - a norwegian spoken dialogue system for bus travel information

نویسندگان

  • Magne Hallstein Johnsen
  • Torbjørn Svendsen
  • Tore Amble
  • Trym Holter
  • Erik Harborg
چکیده

This paper describes the development and testing of a pilot spoken dialogue system for bus travel information in the city of Trondheim, Norway. The system driven dialogue was designed on the basis of analyzed recordings from both human-human operator dialogues, Wizard-of-Oz (WoZ) dialogues, and a text-based inquiry system for the web. The dialogue system employs a flexible speech recognizer and an utterance concatenation procedure for speech output. Even though the system is intended for research only, it has been accessible through a public phone number since October 1999. During this period all dialogues have been recorded. From these, approximately 350 dialogues were selected for annotation and comparison to 120 dialogues from the WoZ recordings. The experiments showed that the turn error rate was more than twice as large for the real dialogues as for the WoZ calls, i.e., 13.3% versus 5.7%. Thus, the WoZ results did not give a reliable estimate for the true performance. Our experiments indicate that the current flexible speech recognizer should be further optimized.

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

Stochastic modeling of semantic content for use IN a spoken dialogue system

A key issue in a spoken dialogue system is the successful semantic interpretation of the output from the speech recognizer. Extracting the semantic concepts, i.e. the meaningful phrases, of an utterance is traditionally performed using rule based methods. In this paper we describe a statistical framework for modeling (and decoding) semantic concepts based on discrete hidden Markov models (DHMMs...

متن کامل

On-Line Learning of a Persian Spoken Dialogue System Using Real Training Data

The first spoken dialogue system developed for the Persian language is introduced. This is a ticket reservation system with Persian ASR and NLU modules. The focus of the paper is on learning the dialogue management module. In this work, real on-line training data are used during the learning process. For on-line learning, the effect of the variations of discount factor (g) on the learning speed...

متن کامل

On-Line Learning of a Persian Spoken Dialogue System Using Real Training Data

The first spoken dialogue system developed for the Persian language is introduced. This is a ticket reservation system with Persian ASR and NLU modules. The focus of the paper is on learning the dialogue management module. In this work, real on-line training data are used during the learning process. For on-line learning, the effect of the variations of discount factor (g) on the learning speed...

متن کامل

A spoken dialogue system utilizing spatial information

Spatial reasoning plays an important role in many spoken dialogue systems. One application area where it is especially important is timetable information for local bus trafc. Users of such systems often request information based on vague spatial descriptions and a usable system must be able to handle this. We have extended a dialogue system with abilities to transform vague spatial expressions ...

متن کامل

LODESTAR: a Mandarin spoken dialogue system for travel information retrieval

In this paper, we present LOADSTAR, a Mandarin Spoken Dialogue system developed for travel information retrieval, which could provide clients tourism information and plan proper itinerary according to clients’ favor. In addition to description of the system architecture and individual modules, several significant strategies such as mixed class-based and word-based language model, robust semanti...

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 2000