Phonetic Set Indexing for Fast Lexical Access

A novel nonsequential indexing mechanism (termed phonetic set indexing) has been evaluated for the purpose of fast word pre-selection. Our approach to handling the lexical access problem stems from the primary observation that the set of phones which are present in the transcription of a word is sparsely distributed across the vocabulary, and is thus suitable as an indexing key for retrieving a short-list of word possibilities.

[1]  Dana H. Ballard,et al.  The distance set representation of speech segments , 1995, EUROSPEECH.

[2]  Frederick Jelinek,et al.  Self-organizing language modeling for speech recognition , 1990 .

[3]  J. Cleary,et al.  \self-organized Language Modeling for Speech Recognition". In , 1997 .

[4]  Douglas D. O'Shaughnessy,et al.  A new fast match for very large vocabulary continuous speech recognition , 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[5]  Dana H. Ballard,et al.  Word set probability boosting for improved spontaneous dialog recognition , 1997, IEEE Trans. Speech Audio Process..

[6]  Trumpington Street,et al.  A FAST LATTICE-BASED APPROACH TO VOCABULARY INDEPENDENT WORDSPOTTING , 1994 .

[7]  D. Burton,et al.  Isolated-word speech recognition using multisection vector quantization codebooks , 1984, IEEE Trans. Acoust. Speech Signal Process..

[8]  Steve Renals,et al.  Efficient search using posterior phone probability estimates , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[9]  Dana H. Ballard,et al.  A novel word pre-selection method based on phonetic set indexing , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[10]  Lalit R. Bahl,et al.  Obtaining candidate words by polling in a large vocabulary speech recognition system , 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

[11]  Anthony J. Robinson,et al.  An application of recurrent nets to phone probability estimation , 1994, IEEE Trans. Neural Networks.

[12]  伊藤 彰則 A New Word Pre-Selection Method Based on an Extended Redundant Hash Addressing for Continuous Speech Recognition , 1993 .

[13]  R. Lyon,et al.  Experiments in isolated digit recognition with a cochlear model , 1987, ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[14]  Lalit R. Bahl,et al.  A fast approximate acoustic match for large vocabulary speech recognition , 1989, IEEE Trans. Speech Audio Process..