Language modelization and categorization for voice-activated QA
The interest of the incorporation of voice interfaces to the Question Answering systems has increased in recent years. In this work, we present an approach to the Automatic Speech Recognition component of a Voice-Activated Question Answering system, focusing our interest in building a language model...
| Autores: | , , , |
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| Formato: | capítulo de livro |
| Fecha de publicación: | 2011 |
| País: | España |
| Recursos: | Universitat Politècnica de València (UPV) |
| Repositorio: | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| Idioma: | inglés |
| OAI Identifier: | oai:riunet.upv.es:10251/35712 |
| Acesso em linha: | https://riunet.upv.es/handle/10251/35712 |
| Access Level: | acceso abierto |
| Palavra-chave: | Voice-Activated Question Answering Automatic Speech Recognition Language Models Named Entities Recognition LENGUAJES Y SISTEMAS INFORMATICOS |
| Resumo: | The interest of the incorporation of voice interfaces to the Question Answering systems has increased in recent years. In this work, we present an approach to the Automatic Speech Recognition component of a Voice-Activated Question Answering system, focusing our interest in building a language model able to include as many relevant words from the document repository as possible, but also representing the general syntactic structure of typical questions. We have applied these technique to the recognition of questions of the CLEF QA 2003-2006 contests. |
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