Title :
Robust speech dialog interface for car telematics service
Author :
Hataoka, Nobuo ; Buchi, Y. ; Mitamura, Teruko ; Nyberg, Eric
Author_Institution :
Central Res. Lab., Hitachi Ltd, Tokyo, Japan
Abstract :
We describe new consumer services based on speech processing technologies to support a new digital/mobile era of ubiquitous communication. First, we propose, a compact and noise robust embedded speech recognition middleware implemented on microprocessors focused on sophisticated HMIs (human machine interfaces) for car information systems (i.e. car telematics). Second, we report on a novel and sophisticated dialog management/manager (DM) system, based on VoiceXML (voice extensible markup language), called CAMMIA (conversational agent for multimedia mobile information access). The proposed DM handles two important issues: an automatic generation scheme for lexicons and grammars, and an effective combination/merger between automatic speech recognition (ASR) and natural language processing (NLP). The new DM scheme has been evaluated for an application of the car telematics service task after integration with ASR and a VoiceXML interpreter (VXI).
Keywords :
Internet; XML; embedded systems; information systems; interactive systems; middleware; mobile computing; mobile radio; multimedia communication; natural language interfaces; speech processing; speech recognition; speech-based user interfaces; Internet; VoiceXML interpreter; automatic speech recognition; car information systems; car telematics service; conversational agent for multimedia mobile information access; dialog management; dialog manager; embedded speech recognition middleware; grammars; human machine interfaces; lexicons; natural language processing; speech dialog interface; speech processing; voice extensible markup language; Automatic speech recognition; Delta modulation; Humans; Microprocessors; Middleware; Mobile communication; Noise robustness; Speech processing; Speech recognition; Telematics;
Conference_Titel :
Consumer Communications and Networking Conference, 2004. CCNC 2004. First IEEE
Conference_Location :
Las Vegas, NV, USA
Print_ISBN :
0-7803-8145-9
DOI :
10.1109/CCNC.2004.1286882