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PortDial: Language Resources for
Portable Spoken Dialogue Systems

      Aris Karanikas, CCO, VoiceWeb
           European Data Forum
              June 6-7, 2012
          Copenhagen, Denmark
Spoken Dialogue Systems
DATA

•   Speech recordings (used for training acoustic models)
•   Text data (used for training language models)
•   Ontologies (used to define application domain)
•   Grammars (used for recognition)
    etc.
Challenge

A major roadblock in spoken dialogue system
(SDS) design is the lack of linguistic resources
that would enable the rapid porting of speech
services to new domains and languages
PortDial Objectives
• Devise machine-aided methods for creating,
  cleaning-up and publishing multilingual domain
  ontologies and grammars for SDS prototyping
• Create a platform that supports cost-effective
  language resource building for the domain and
  language porting scenarios
• Create and support a sustainable pool of users that
  contribute to a linguistic resources data exchange
Main Innovations
Technological Innovation:
    Combining knowledge-based and data-driven
    approaches for ontology and grammar induction
    from web-harvested data
Market Innovation:
  – Speech services prototyping/porting platform
    reduces time-to-market and barrier-to-entry
  – Spoken dialogue resources/data as a service
Partners
• Expertise: language engineering, spoken
  dialogue systems, semantic web, speech
  services, semantic networks, linked-data
PortDial Scenarios

• Porting to a new application domain
   – Focus on adaptation
• Porting to a new language
   – Focus on translation
• Resource-rich scenario
   – Focus on reusability/adaptation of existing resources
   – Use targeted web mined data to enrich resources
• Resource-poor scenario
   – Focus on data-driven bottom-up creation of
     resources using the web
Main Concept
Main Outputs
• A commercial platform for rapid prototyping of
  speech service resources for new domains and
  languages
• A collection of multilingual speech service resources
  (ontologies, grammars) for entertainment, banking
  and customer service domains
• Languages covered: English, German, Italian,
  Spanish, Greek, Turkish, Hebrew
Target Groups
• SMEs worldwide in the mobile application
  development industry lacking the expertise/
  resources to develop speech services in-house
• Non-commercial actors including the research
  community that can maintain and enrich the
  free version of the data pool
Impact

The SDS linguistic resources will lower the
barrier to entry for European SMEs to speech
services, allowing for inexpensive proof-of-
concept demonstrator development, opening
up new markets and application domains.

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EDF2012 Aris Karanikas - PortDial

  • 1. PortDial: Language Resources for Portable Spoken Dialogue Systems Aris Karanikas, CCO, VoiceWeb European Data Forum June 6-7, 2012 Copenhagen, Denmark
  • 2. Spoken Dialogue Systems DATA • Speech recordings (used for training acoustic models) • Text data (used for training language models) • Ontologies (used to define application domain) • Grammars (used for recognition) etc.
  • 3. Challenge A major roadblock in spoken dialogue system (SDS) design is the lack of linguistic resources that would enable the rapid porting of speech services to new domains and languages
  • 4. PortDial Objectives • Devise machine-aided methods for creating, cleaning-up and publishing multilingual domain ontologies and grammars for SDS prototyping • Create a platform that supports cost-effective language resource building for the domain and language porting scenarios • Create and support a sustainable pool of users that contribute to a linguistic resources data exchange
  • 5. Main Innovations Technological Innovation: Combining knowledge-based and data-driven approaches for ontology and grammar induction from web-harvested data Market Innovation: – Speech services prototyping/porting platform reduces time-to-market and barrier-to-entry – Spoken dialogue resources/data as a service
  • 6. Partners • Expertise: language engineering, spoken dialogue systems, semantic web, speech services, semantic networks, linked-data
  • 7. PortDial Scenarios • Porting to a new application domain – Focus on adaptation • Porting to a new language – Focus on translation • Resource-rich scenario – Focus on reusability/adaptation of existing resources – Use targeted web mined data to enrich resources • Resource-poor scenario – Focus on data-driven bottom-up creation of resources using the web
  • 9. Main Outputs • A commercial platform for rapid prototyping of speech service resources for new domains and languages • A collection of multilingual speech service resources (ontologies, grammars) for entertainment, banking and customer service domains • Languages covered: English, German, Italian, Spanish, Greek, Turkish, Hebrew
  • 10. Target Groups • SMEs worldwide in the mobile application development industry lacking the expertise/ resources to develop speech services in-house • Non-commercial actors including the research community that can maintain and enrich the free version of the data pool
  • 11. Impact The SDS linguistic resources will lower the barrier to entry for European SMEs to speech services, allowing for inexpensive proof-of- concept demonstrator development, opening up new markets and application domains.