Acoustics, Speech, and Signal Processing, IEEE International Conference on (1999)
Phoenix, AZ, USA
Mar. 15, 1999 to Mar. 19, 1999
M. Penagarikano , Dept. Electr. y Electron., Pais Vasco Univ., Lejona, Spain
If the objective of a continuous automatic speech understanding system is not a speech-to-text translation, words are not strictly needed, and then the use of alternative lexical units (LUs) will bring us a new degree of freedom to improve the system performance. Consequently, we experimentally explore some methods to automatically extract a set of LUs from a Spanish training corpus and verify that the system can be improved in two ways: reducing the computational costs and increasing the recognition rates. Moreover, preliminary results point out that, even if the system target is a speech-to-text translation, using non-word units and post-processing the output to produce the corresponding word chain outperforms the word based system.
K. Lopez de Ipina, G. Bordel, M. Penagarikano, A. Varona, "Using non-word lexical units in automatic speech understanding", Acoustics, Speech, and Signal Processing, IEEE International Conference on, vol. 02, no. , pp. 621-624, 1999, doi:10.1109/ICASSP.1999.759743