Speech transcription in multiple languages
Lori F Lamel, J.-L. Gauvain, Gilles Adda, Martine Adda‐Decker, L. Canseco, L. Chen, Olivier Galibert, Abdelkhalek Messaoudi, Holger Schwenk · 2004
The paper summarizes recent work underway at LIMSI on speech-to-text transcription in multiple languages. The research has been oriented towards the processing of broadcast audio and conversational speech for information access. Broadcast news transcription systems have been developed for seven languages, and it is planned to address several other languages in the near term. Research on conversational speech has mainly focused on the English language, with some initial work on French, Arabic and Spanish. Automatic processing must take into account the characteristics of the audio data, such as needing to deal with the continuous data stream, specificities of the language and the use of an imperfect word transcription for accessing the information content. Our experience thus far indicates that at today's word error rates, the techniques used in one language can be successfully ported to other languages, and most of the language specificities concern lexical and pronunciation modeling.