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(33)¡¡Evalation of Direct Speech Translation Method
UsingInductive Learning for Conversations in the Travel Domain
¡¡¡¡¡¡¡¡ACL WorkShop on Speech-to-Speech Translation, pp.45-52, 2002-7
¡¡This paper evaluates a direct speech translation Method with waveforms using
the Inductive Learning method for short conversation. The method is able to work
without conventional speech recognition and speech synthesis because syntactic
expressions are not needed for translation in the proposed method. We focus only
on acoustic characteristics of speech waveforms of source and target languages
without obtaining character strings from utterances. This speech translation method
can be utilized for any language because the system has no processing dependent
on an individual character of a specific language. Therefore, we can utilize the
speech of a handicapped person who is not able to be treated by conventional speech
recognition systems, because we do not need to segment the speech into phonemes,
syllables, or words to realize speech translation. Our method is realized by learning
translation rules that have acoustic correspondence between two languages inductively.
In this paper, we deal with a translation between Japanese and English.
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