6533b856fe1ef96bd12b2558

RESEARCH PRODUCT

An integrated architecture for speech-input multi-target machine translation

M. Inés TorresM. Teresa GonzálezFrancisco CasacubertaAlicia Pérez

subject

Multi targetIntegrated architectureMachine translationComputer Science::SoundComputer scienceSpeech translationSpeech recognitionSpeech inputComputer Science::Computation and Language (Computational Linguistics and Natural Language and Speech Processing)Extension (predicate logic)computer.software_genrecomputer

description

The aim of this work is to show the ability of finite-state transducers to simultaneously translate speech into multiple languages. Our proposal deals with an extension of stochastic finite-state transducers that can produce more than one output at the same time. These kind of devices offer great versatility for the integration with other finite-state devices such as acoustic models in order to produce a speech translation system. This proposal has been evaluated in a practical situation, and its results have been compared with those obtained using a standard mono-target speech transducer.

https://doi.org/10.3115/1614108.1614142