In Proceedings of ICSLP - 96 JANUS - II : Towards Spontaneous Spanish Speech
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چکیده
JANUS-II is a research system for investigating various issues in speech-to-speech translations and has been implemented for speech-to-speech translations on many languages 1]. In this paper, we address the Spanish speech recognition part of JANUS-II. First, we report the bootstrap and optimization of the recognition system. Then we investigate the diierence between push-to-talk and cross-talk dialogs, which are two diierent kinds of data in our database. We give a detail noise analysis for the push-to-talk and cross-talk dialogs and present some recognition results for the comparison. We have observed that the cross-talk dialogs are harder than the push-to-talk dialogs for speech recognition, because they are more noisy than the latter. Currently, the error rate of our Spanish recognizer is 27% for push-to-talk test set and 32% for cross-talk test set.
منابع مشابه
Published in " Proceedings of ICSLP - 96 " JANUS - II : Towards Spontaneous Spanish Speech RecognitionPuming Zhan
JANUS-II is a research system for investigating various issues in speech-to-speech translations and has been implemented for speech-to-speech translations on many languages 1]. In this paper, we address the Spanish speech recognition part of JANUS-II. First, we report the bootstrap and optimization of the recognition system. Then we investigate the diierence between push-to-talk and cross-talk ...
متن کاملJANUS-II: towards spontaneous Spanish speech recognition
JANUS-II is a research system for investigating various issues in speech-to-speech translations and has been implemented for speech-to-speech translations on many languages [1]. In this paper, we address the Spanish speech recognition part of JANUS-II. First, we report the bootstrap and optimization of the recognition system. Then we investigate the di erence between push-to-talk and cross-talk...
متن کاملPublished in "Proceedings of ICSLP-96" Translation of Conversational Speech with JANUS-II
In this paper we investigate the possibility of translating continuous spoken conversations in a cross-talk environment. This is a task known to be difficult for human translators due to several factors. It is characterized by rapid and even overlapping turn-taking, a high degree of co-articulation, and fragmentary language. We describe experiments using both push-to-talk as well as cross-talk ...
متن کاملIn Proceedings of ICSLP-96 Translation of Conversational Speech with JANUS-II
In this paper we investigate the possibility of translating continuous spoken conversations in a cross-talk environment. This is a task known to be difficult for human translators due to several factors. It is characterized by rapid and even overlapping turn-taking, a high degree of co-articulation, and fragmentary language. We describe experiments using both push-to-talk as well as cross-talk ...
متن کاملTowards better language models for spontaneous speech
In our eeort to build a speech{to{speech translation system for spontaneous spoken dialogs we have developed several methods to improve the language models of the speech decoder of the system. We attempt to take advantage of natural equivalence word classes, frequently occur-ing word phrases, and discourse structure. Each of these methods was tested on spontaneous English, German and Spanish hu...
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تاریخ انتشار 1996