Distance metrics for universal pattern processing tasks
First Claim
Patent Images
1. A universal pattern processing system receiving input data and producing output patterns that are best associated with said input data, comprising:
- an input unit configured to input and process said input data and a set of models, each model in said set of models representing a different event;
a universal pattern decoder unit comprising a transforming unit, said universal pattern decoder unit being configured to transform, in a processor in a computer, models using the input data and to associate output patterns with original models that are changed a least amount during the transforming, said universal pattern decoder unit being configured to select criteria for training said set of models and selecting control parameters, which control how fast and to what degree a model is transformed while the model is exposed to the input data; and
an output unit configured to output best associated patterns chosen by the universal pattern decoder unit,wherein said universal pattern decoder unit associates one of text data, an audio signal, a video signal, and a biometric signal of said input data with one of decoded words for speech recognition, a translation, and a biometric for a speaker identification of said output patterns.
0 Assignments
0 Petitions
Accused Products
Abstract
A universal pattern processing system receives input data and produces output patterns that are best associated with said data. The system uses input means receiving and processing input data, a universal pattern decoder means transforming models using the input data and associating output patterns with original models that are changed least during transforming, and output means outputting best associated patterns chosen by a pattern decoder means.
-
Citations
17 Claims
-
1. A universal pattern processing system receiving input data and producing output patterns that are best associated with said input data, comprising:
-
an input unit configured to input and process said input data and a set of models, each model in said set of models representing a different event; a universal pattern decoder unit comprising a transforming unit, said universal pattern decoder unit being configured to transform, in a processor in a computer, models using the input data and to associate output patterns with original models that are changed a least amount during the transforming, said universal pattern decoder unit being configured to select criteria for training said set of models and selecting control parameters, which control how fast and to what degree a model is transformed while the model is exposed to the input data; and an output unit configured to output best associated patterns chosen by the universal pattern decoder unit, wherein said universal pattern decoder unit associates one of text data, an audio signal, a video signal, and a biometric signal of said input data with one of decoded words for speech recognition, a translation, and a biometric for a speaker identification of said output patterns. - View Dependent Claims (2, 3, 4, 16, 17)
-
-
5. A method of universal pattern processing in a universal pattern processor that receives input data and produces output patterns that are best associated with said input data, said method comprising:
-
receiving and processing input data and a set of models, each model in said set of models representing a different event; transforming, using a computer processor, universal pattern processing models using the input data, criteria selected for training said set of models and selected control parameters, which control how fast and to what degree a model is transformed while the model is exposed to the input data; associating output patterns with original models that changed least during the transformation process; and outputting best associated patterns, wherein said associating comprises associating one of text data, an audio signal, a video signal, and a biometric signal of said input data with one of decoded words for speech recognition, a translation, and a biometric for a speaker identification of said output patterns. - View Dependent Claims (6, 7, 8, 9, 10, 11)
-
-
12. A system, comprising:
-
an input unit configured to receive input data and a set of models; a processor comprising a change determination unit configured to apply the input data to the set of models to transform the set of models, and configured to determine which of said models is changed least during the transforming, wherein said to apply and to determine comprises associating one of text data, an audio signal, a video signal, and a biometric signal of said input data with one of decoded words for speech recognition, a translation, and a biometric for a speaker identification of said out-put patterns. - View Dependent Claims (13, 14, 15)
-
Specification