
US Patent No: 5,812,975
Number of patents in Portfolio can not be more than 2000
State transition model design method and voice recognition method and apparatus using same
Stats
-
Sep 22, 1998
Issued date -
Jun 18, 1996
filing date -
08/665,503
serial no -
Expired
status
Importance
Abstract
A method of designing a state transition model capable of high speed voice recognition and a voice recognition method and apparatus using the state transition model is provided. The methods provide a state transition model in which a state shared structure of the state transition model is designed. The method includes a step of setting the states of a triphone state transition model in an acoustic space as initial clusters, a clustering step of generating a cluster containing the initial clusters by top-down clustering, a step of determining a state shared structure by assigning a short distance cluster among clusters generated by the clustering step, to the state transition model, and a step of learning a state shared model by analyzing the states of the triphones in accordance with the determined state shared structure.
First Claim
Related Publications
International Classification(s)
- [Classification Symbol]
- [Patents Count]
Cited Art
| Patent Info | (Count) | # Cites | Year |
|---|---|---|---|
|
|
|||
| 5,307,444 Voice analyzing system using hidden Markov model and having plural neural network predictors | 38 | 1990 | |
| 5,444,817 Speech recognizing apparatus using the predicted duration of syllables | 8 | 1992 | |
| 5,608,841 Method and apparatus for pattern recognition employing the hidden Markov model | 17 | 1993 | |
| 5,638,489 Method and apparatus for pattern recognition employing the Hidden Markov Model | 40 | 1995 | |
|
|
|||
| 4,817,156 Rapidly training a speech recognizer to a subsequent speaker given training data of a reference speaker | 54 | 1987 | |
| 5,165,007 Feneme-based Markov models for words | 8 | 1989 | |
| 5,050,215 Speech recognition method | 57 | 1990 | |
|
|
|||
| 5,220,629 Speech synthesis apparatus and method | 38 | 1990 | |
| 5,381,514 Speech synthesizer and method for synthesizing speech for superposing and adding a waveform onto a waveform obtained by delaying a previously obtained waveform | 13 | 1992 | |
|
|
|||
| 5,535,305 Sub-partitioned vector quantization of probability density functions | 35 | 1992 | |
|
|
|||
| 5,073,939 Dynamic time warping (DTW) apparatus for use in speech recognition systems | 19 | 1989 | |
|
|
|||
| 5,506,933 Speech recognition using continuous density hidden markov models and the orthogonalizing karhunen-loeve transformation | 17 | 1993 | |
|
|
|||
| 5,621,859 Single tree method for grammar directed, very large vocabulary speech recognizer | 91 | 1994 | |
|
|
|||
| 4,918,731 Speech recognition method and apparatus | 11 | 1988 | |
|
|
|||
| 5,515,475 Speech recognition method using a two-pass search | 42 | 1993 | |
|
|
|||
| 5,615,286 Method for determining a most likely sequence of states | 5 | 1995 | |