Title :
Non-uniform unit parsing for SSS-LR continuous speech recognition
Author :
Singer, Harald ; Takami, Jun-Ichi ; Matsunaga, Shoichi
Author_Institution :
ATR Interpreting Telecommun.Res. Labs., Kyoto, Japan
Abstract :
We describe recent improvements in ATR´s experimental speech recognition system ATREUS, which serves as a recognition font end for the speech translation system ASURA. Our next goal is spontaneous speech translation. To constrain the potentially huge search space, better prosodic control, better probabilistic language models and better acoustic models are proposed. The SSS-LR parser was modified to work with non-uniform unit type acoustic and duration models. Experimental results showed, that, for example, use of mora trigram probabilities improved the phrase error rate from 17% to 14%
Keywords :
context-free grammars; language translation; natural languages; probability; speech recognition; speech recognition equipment; ASURA; ATR; ATREUS; CGF grammar; SSS-LR continuous speech recognition; acoustic models; duration models; experimental results; mora trigram probabilities; nonuniform unit type acoustic models; phrase error rate; probabilistic language models; prosodic control; recognition font end; speech recognition system; speech translation system; successive state splitting; Acoustic beams; Context modeling; Databases; Hidden Markov models; Natural languages; Speech recognition; Speech synthesis; Topology; Training data;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389697