Speech recognition using equal division quantization
AssigneeCanon Kabushiki Kaisha
InventorsHiroki Yamamoto, Yasuhiro Komori
Life of this patent
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AssigneeCanon Kabushiki Kaisha
InventorsHiroki Yamamoto, Yasuhiro Komori
Estimating the term…
Hitherto, when speech data is quantized, since a quantum is determined irrespective of a deviation of a distribution of the speech data, an error of an output probability calculation by quantization is large and a recognition rate deteriorates. According to the invention, to solve the subject of the prior art, a quantization range of speech data is obtained, an integral value of an output probability of the quantization range is obtained by using an output probability distribution of statistic models of speech data which has previously been obtained, a quantum is determined so as to equally divide the integral value, and a quantization code book is formed, thereby reducing an error of an output probability due to the quantization and enabling a recognition rate to be improved.
A speech processing method comprising the steps of:
A speech processing apparatus comprising:
A storage medium which can be read out by a computer, for storing the programs instructing the computer to perform the steps of:
A program which is read out and is executed by a computer, which instructs the computer to perform the steps:
Dependencies are inferred from the claim text.