EUROSPEECH 2001 Scandinavia
7th European Conference on Speech Communication and Technology
2nd INTERSPEECH Event

Aalborg, Denmark
September 3-7, 2001

                 

Recognition of Spelled City Names in Automotive Environments

Andreas Korthauer

Robert Bosch, Germany

This contribution presents the development and evaluation of a spelled letter recognizer for automotive environments. Specifically, the spoken language dialog for the navigation system requires reliable recognition of thousands of city names. In this context the recognition of spelling sequences is needed as fall-back strategy and for the disambiguation of similar sounding names. For that purpose we have developed a speaker-independent spelled letter recognizer on the basis of hidden Markov models using the HTK toolkit. Speech data which have been collected in real-world driving situations are used for the training of the hidden Markov models. Several feature extraction schemes were investigated and compared with regard to the recognition performance of the system. The best results for both arbitrary spelling sequences and constrained city name recognition are achieved by a system with two-channel LDA and integrated noise reduction.

Full Paper

Bibliographic reference.  Korthauer, Andreas (2001): "Recognition of spelled city names in automotive environments", In EUROSPEECH-2001, 1581-1584.