Conversational In - Vehicle Dialog Systems

نویسندگان

  • Fuliang Weng
  • Pongtep Angkititrakul
  • Elizabeth E. Shriberg
  • Larry Heck
چکیده

Digital Object Identifier 10.1109/MSP.2016.2599201 Date of publication: 4 November 2016 utomotive technology rapidly advances with increasing connectivity and automation. These advancements aim to assist safe driving and improve user travel experience. Before the realization of a full automation, in-vehicle dialog systems may reduce the driver distraction from many services available through connectivity. Even when a full automation is realized, in-vehicle dialog systems still play a special role in assisting vehicle occupants to perform various tasks. On the other hand, in-vehicle use cases need to address very different user conditions, environments, and industry requirements than other uses. This makes the development of effective and efficient in-vehicle dialog systems challenging; it requires multidisciplinary expertise in automatic speech recognition, spoken language understanding, dialog management (DM), natural language generation, and application management, as well as field system and safety testing. In this article, we review research and development (R&D) activities for in-vehicle dialog systems from both academic and industrial perspectives, examine findings, discuss key challenges, and share our visions for voice-enabled interaction and intelligent assistance for smart vehicles over the next decade.

برای دانلود 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

"CU-move": robust speech processing for in-vehicle speech systems

In this paper, we present our recent work in the formulation of a new in-vehicle interactive system for route planning and navigation. The novel aspects presented include the formulation of a new microphone array and multi-channel noise suppression front-end, corpus development for speech and acoustic vehicle conditions, environmental classification for changing in-vehicle noise conditions, and...

متن کامل

Good computational manners: Mixed-initiative dialog in conversational agents

Polite behavior in intelligent conversational systems requires mixed-initiative dialog. AutoTutor is an intelligent tutoring system in which several of these conversational skills are implemented. This paper discusses some aspects of mixed-initiative dialog, as implemented in AutoTutor ranging from discourse markers, dialog moves and speech acts to question answering. In addition some of the st...

متن کامل

"CU-move" : analysis & corpus development for interactive in-vehicle speech systems

In this paper, we present our recent work in the analysis and formulation of a new acoustic speech corpus for developing in-vehicle interactive systems for route planning and navigation. The CU-Move Corpus development is partitioned into two phases: [I] acoustic noise collection and analysis across vehicles, and [II] data collection consisting of +1000 speakers from across the United States. We...

متن کامل

A multimodal conversational interface for a concept vehicle

This paper describes a prototype of a conversational system that was implemented on the Ford Model U Concept Vehicle and first shown at the 2003 North American International Auto Show in Detroit. The system, including a touch screen and a speech recognizer, is used for controlling several noncritical automobile operations, such as climate, entertainment, navigation, and telephone. The prototype...

متن کامل

Computational Models for Multiparty Turn-Taking

We describe a computational framework for modeling and managing turn-taking in openworld spoken dialog systems. We present a representation and methodology for tracking the conversational dynamics in multiparty interactions, making floor control decisions, and rendering these decisions into appropriate behaviors. We show how the approach enables an embodied conversational agent to participate i...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016