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7634404 |
Speech recognition method and apparatus utilizing segment models
A method and apparatus determine the likelihood of a sequence of words based in part on a segment model. The segment model includes trajectory expressions formed as the product of a polynomial...
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7624011 |
Speech recognition method computer readable medium and apparatus for recognizing geographical names using weight information
A speech recognition apparatus and method of this invention manage previously input frequencies of occurrence for respective geographical names to be recognized ( 202 ), update the probability of...
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7596496 |
Voice activity detection apparatus and method
A voice activity detection method comprising the steps of (a) Estimating in a noise power estimator the noise power within a signal having a speech component and a noise component, and (b)...
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7584099 |
Method and system for interpreting verbal inputs in multimodal dialog system
A method, a system and a computer program product for interpreting a verbal input in a multimodal dialog system are provided. The method includes assigning ( 302 ) a confidence value to at least...
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7584184 |
System of effectively searching text for keyword, and method thereof
A system of the present invention stores: a first index which designates lists of keywords contained in texts from identifications of the respective texts; a second index which designates lists of...
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7584098 |
Vocabulary-independent search of spontaneous speech
A method of identifying a location of a query string in an audio signal is provided. Under the method, a segment of the audio signal is selected. A score for a query string in the segment of the...
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7574356 |
System and method for spelling recognition using speech and non-speech input
A system and method for non-speech input or keypad-aided word and spelling recognition is disclosed. The method comprises performing spelling recognition via automatic speech recognition (ASR) on...
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7565265 |
Method and apparatus for combining outputs of multiple systems
Automatic recognition systems ( 100 ) includes multiple automatic recognition subsystems ( 102, 104, 106 ) that are cable of producing estimates of the probability that a subject matches a...
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7546529 |
Method and system for providing alternatives for text derived from stochastic input sources
A computer-implemented method for providing a candidate list of alternatives for a text selection containing text from multiple input sources, each of which can be stochastic (such as a speech...
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7533015 |
Signal enhancement via noise reduction for speech recognition
Provides speech enhancement techniques for extemporaneous noise without a noise interval and unknown extemporaneous noise. Signal enhancement includes: subtracting a given reference signal from an...
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7529667 |
Automated dialog system and method
This invention concerns a method and system for monitoring an automated dialog system for the automatic recognition of language understanding errors based on a user's input communications. The...
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7529666 |
Minimum bayes error feature selection in speech recognition
In connection with speech recognition, the design of a linear transformation θε p×n , of rank p×n, which projects the features of a classifier xε n onto y=θxε p such as to achieve minimum...
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7512545 |
Method, software and system for developing interactive call center agent personas
A method, software and system of developing personalities for interactive and/or automated call center applications are provided. According to teachings of the present invention, sample population...
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7505909 |
Device control device and device control method
A language analyzer ( 2 ) performs speech recognition on a speech input by a speech input unit ( 1 ), specifies a possible word which is represented by the speech, and the score thereof, and...
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7493257 |
Method and apparatus handling speech recognition errors in spoken dialogue systems
To handle portions of a recognized sentence having an error, a user is questioned about contents associated with portions. According to a user's answer, a result is obtained. Speech recognition...
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7487087 |
Method of speech recognition using variational inference with switching state space models
A method is developed which includes 1) defining a switching state space model for a continuous valued hidden production-related parameter and the observed speech acoustics, and 2) approximating a...
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7487091 |
Speech recognition device for recognizing a word sequence using a switching speech model network
A speech recognition device which can preferably be used for reducing the memory capacity required for speaker-independent speech recognition is provided. A matching unit loads speech models...
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7487092 |
Interactive debugging and tuning method for CTTS voice building
A speech recognition device which can preferably be used for reducing the memory capacity required for speaker-independent speech recognition is provided. A matching unit loads speech models...
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7487094 |
System and method of call classification with context modeling based on composite words
A system and method of automatically classifying a communication involving at least one human, e.g., a human-to-human telephone conversation, into predefined categories of interest, e.g., “angry...
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7487088 |
Method and system for predicting understanding errors in a task classification system
This invention concerns a method and system for monitoring an automated dialog system for the automatic recognition of language understanding errors based on a user's input communications. The...
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7480615 |
Method of speech recognition using multimodal variational inference with switching state space models
A method of efficiently setting posterior probability parameters for a switching state space model begins by defining a window containing at least two but fewer than all of the frames. A separate...
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7480614 |
Energy feature extraction method for noisy speech recognition
The present invention provides an energy feature extraction method for noisy speech recognition. At first, noisy speech energy of an input noisy speech is computed. Next, the noise energy in the...
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7473838 |
Sound identification apparatus
A sound identification apparatus which reduces the chance of a drop in the identification rate, including: a frame sound feature extraction unit which extracts a sound feature per frame of an...
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7475012 |
Signal detection using maximum a posteriori likelihood and noise spectral difference
Robust signal detection against various types of background noise is implemented. According to a signal detection apparatus, the feature amount of an input signal sequence and the feature amount of...
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7472062 |
Efficient recursive clustering based on a splitting function derived from successive eigen-decompositions
Methods and arrangements for facilitating data clustering. From a set of input data, a predetermined number of non-overlapping subsets are created. The input data is split recursively to create the...
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7464031 |
Speech recognition utilizing multitude of speech features
In a speech recognition system, the combination of a log-linear model with a multitude of speech features is provided to recognize unknown speech utterances. The speech recognition system models...
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7460992 |
Method of pattern recognition using noise reduction uncertainty
A method and apparatus are provided for using the uncertainty of a noise-removal process during pattern recognition. In particular, noise is removed from a representation of a portion of a noisy...
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7457748 |
Method of automatic processing of a speech signal
Method of automatically processing a speech signal which comprises the steps of:
determining a sequence of probability models corresponding to a given text; determining a sequence of...
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7454336 |
Variational inference and learning for segmental switching state space models of hidden speech dynamics
A system and method that facilitate modeling unobserved speech dynamics based upon a hidden dynamic speech model in the form of segmental switching state space model that employs model parameters...
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7454337 |
Method of modeling single data class from multi-class data
The present invention is a method of modeling a single class of data from data containing multiple classes of data of the same type of data by first receiving a collection of data that includes...
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7451083 |
Removing noise from feature vectors
A method and computer-readable medium are provided for identifying clean signal feature vectors from noisy signal feature vectors. One aspect of the invention includes using an iterative approach...
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7447626 |
Method and apparatus for generating a language independent document abstract
A method of extracting significant phrases from one or more documents stored in a computer-readable medium. A sequence of words is read from the one or more documents and a score is determined for...
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7440893 |
Automated dialog method with first and second thresholds for adapted dialog strategy
This invention concerns a method and system for monitoring an automated dialog system for the automatic recognition of language understanding errors based on a user's input communications. The...
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7437288 |
Speech recognition apparatus
A speech recognition apparatus using a probability model that employs a mixed distribution, the apparatus formed by a standard pattern storage means for storing a standard pattern; a recognition...
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7421387 |
Dynamic N-best algorithm to reduce recognition errors
A method for reducing recognition errors. The method includes receiving an N-best list associated with an input of a computer based recognition system. The N-best list includes one or more...
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7409342 |
Speech recognition device using statistical language model
A speech recognizing device. Natural speech recognizing means recognizes speech input in an application program by dictation. Recognition result converting means converts a recognition result from...
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7406408 |
Method of recognizing phones in speech of any language
Method of recognizing phones in speech of any language. Acquire phones for all languages and a set of languages. Acquire a pronunciation dictionary, a transcript of speech for the set of languages,...
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7406416 |
Representation of a deleted interpolation N-gram language model in ARPA standard format
A method and apparatus are provided for storing parameters of a deleted interpolation language model as parameters of a backoff language model. In particular, the parameters of the deleted...
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7389230 |
System and method for classification of voice signals
A system and method for classifying a voice signal to one of a set of predefined categories, based upon a statistical analysis of features extracted from the voice signal. The system includes an...
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7386438 |
Identifying language attributes through probabilistic analysis
A system and method for identifying language attributes through probabilistic analysis is described. A set of language classes and a plurality of training documents are defined, Each language class...
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7379867 |
Discriminative training of language models for text and speech classification
Methods are disclosed for estimating language models such that the conditional likelihood of a class given a word string, which is very well correlated with classification accuracy, is maximized....
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7356466 |
Method and apparatus for performing observation probability calculations
A method and apparatus for calculating an observation probability includes a first operation unit that subtracts a mean of a first plurality of parameters of an input voice signal from a second...
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7346509 |
Software for statistical analysis of speech
Computer-implemented methods and apparatus are provided to facilitate the recognition of the content of a body of speech data. In one embodiment, a method for analyzing verbal communication is...
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7324940 |
Speech recognition concept confidence measurement
Systems and methods for determining a confidence score associated with a decoding output of a speech recognition engine. In one embodiment, a method of determining the confidence score comprises...
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7324927 |
Fast feature selection method and system for maximum entropy modeling
A method to select features for maximum entropy modeling in which the gains for all candidate features are determined during an initialization stage and gains for only top-ranked features are...
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7318028 |
Method and apparatus for determining an estimate
For determining an estimate of a need for information units for encoding a signal, a measure for the distribution of the energy in the frequency band is taken into account in addition to the...
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7310600 |
Language recognition using a similarity measure
A dynamic programming technique is provided for matching two sequences of phonemes both of which may be generated from text or speech. The scoring of the dynamic programming matching technique uses...
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7310601 |
Speech recognition apparatus and speech recognition method
The present invention provides a speech recognition apparatus which appropriately performs speech recognition by generating, in real time, language models adapted to a new topic even in the case...
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7299187 |
Voice command processing system and computer therefor, and voice command processing method
When a user issued voice command does not match grammars registered in advance, the voice command is identified as a sentence (step S 305 ). This sentence is compared with the registered grammars...
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7295978 |
Systems and methods for using one-dimensional gaussian distributions to model speech
A system for recognizing speech receives an input speech vector and identifies a Gaussian distribution. The system determines an address from the input speech vector ( 610 ) and uses the address to...
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