Abstract: A technique for estimating phonemes for a word written in a different language is disclosed. A sequence of graphemes of a given word in a source language is received. The sequence of the graphemes in the source language is converted into a sequence of phonemes in the source language. One or more sequences of phonemes in a target language are generated from the sequence of the phonemes in the source language by using a neural network model. One sequence of phonemes in the target language is determined for the given word. Also, technique for estimating graphemes of a word from phonemes in a different language is disclosed.

Abstract: A control system is operable within a host vehicle to control the operation of signaling apparatus indicative of a driver intent to present a tissue box. The current invention permits the activation of an electro-mechanical system located proximally to said driver to permit access to a tissue. The control system includes a voice recognition circuit for activating a panel signal devices within the vehicle. In some embodiments, a wireless link facilitates aftermarket applications while in other embodiments original equipment manufacturer is accommodated. In some embodiments the tissue panel is opened manually.

Abstract: A system and method capable of distinguishing sources in a multiple source environment is provided. The system receives an audio signal comprising an audio tag, a desired audio signal and an undesired audio signal. Based on the audio tag, the system eliminates the undesired audio signal and identifies an intended command in the desired audio signal. The system generates a command for an external device based on the intended command.

Abstract: A technique for estimating phonemes for a word written in a different language is disclosed. A sequence of graphemes of a given word in a source language is received. The sequence of the graphemes in the source language is converted into a sequence of phonemes in the source language. One or more sequences of phonemes in a target language are generated from the sequence of the phonemes in the source language by using a neural network model. One sequence of phonemes in the target language is determined for the given word. Also, technique for estimating graphemes of a word from phonemes in a different language is disclosed.

Abstract: An apparatus for automatically mapping a verbatim narrative to a term in a medical terminology dictionary includes a natural language processor and a comparator. The natural language processor processes terms from the medical terminology dictionary and from a medical coding decision database to generate a processed database that also includes the original terms from the medical terminology dictionary and the medical coding decision database. The natural language processor also processes the verbatim narrative. The comparator compares the processed verbatim narrative to the terms in the processed database and determines whether the processed verbatim narrative is an exact match to a term in the processed database. The verbatim narrative is mapped to the term in the medical terminology dictionary that corresponds to the term in the processed database that is an exact match. The verbatim narratives may include adverse event narratives, concomitant medication narratives, or other types of narratives.

Abstract: Mechanisms are provided, in a data processing system comprising a fusion sensor service and a human computer interaction (HCI) device, for responding to a user input. The HCI device receives a user input from a first sensor monitoring a monitored environment. The fusion sensor service captures, via one or more second sensors different from the first sensor, sensor data representing characteristics of one or more entities within the monitored environment indicative of a condition within the monitored environment. The fusion sensor service determines whether the user input is specifically directed to the HCI device based on the captured sensor data. The HCI device performs an operation in response to the data processing system determining that the user input is specifically directed to the HCI device based on the capture sensor data.

Abstract: Methods and systems for natural language processing include generating respective feature vectors, for each word in an input, based on sequences of input words of different respective lengths. The respective feature vectors for each word in the input are combined to form a combined vector for each word. A hidden state is determined for each word in the input based on the combined vector. The hidden states for all words in the input are combined to form a multi-resolution context vector. A natural language processing action is performed using the multi-resolution context vector.

Abstract: An object authentication device includes a speech recognition unit configured to obtain candidates for a speech recognition result for an input speech and a likelihood of the speech as a speech likelihood and an image model generation unit configured to obtain image models of a predetermined number of candidates for the speech recognition result in descending order of speech likelihoods, wherein the image model generation unit initially performs retrieval from an image model database storing the image models when the image models for the candidates for the speech recognition result are generated and generates an image model from information acquired from a network if the image model is not stored in the image model database.

Abstract: A conversation processing method and apparatus based on artificial intelligence, a device and a computer-readable storage medium. The disclosure embodiments, enable the user feedback information provided by conversation service conducted by the user to model conversation understanding system, then according to the user feedback information, perform adjustment processing for a service state of the model conversation understanding system, to obtain an adjustment state of the model conversation understanding system so that it is possible to execute the conversation service with the model conversation understanding system, based on the adjustment state.

Abstract: An electronic device includes: a communication unit performing communication with a preset voice recognition server; a microphone receiving voice information; and a controller executing a specific function on the basis of voice information received through the microphone, wherein after voice information is received through the microphone, the controller determines whether a wake-up word is detected within a preset time, and when the wake-up word is detected within the preset time, the controller performs voice recognition on the voice information received before the wake-up word is detected, and when the wake-up word is not detected within the preset time, the controller does not perform voice recognition on the voice information received before the wake-up word is detected.

Abstract: A natural language processing system that includes an artificial intelligence (AI) engine and a tagging engine. The AI engine is configured to receive a set of audio files and to identify concepts within the set of audio files. The AI engine is further configured to determine a usage frequency for each of the identified concepts and to generate an AI-defined tag for concepts with a usage frequency that is greater than a usage frequency threshold. The tagging engine is configured to receive an audio file and to identify observed concepts within the audio file. The tagging engine is further configured to compare the observed concepts to the first set of concepts, to determine one or more observed concepts matches concepts linked with AI-defined tags, and to modify metadata for the audio file to include AI-defined tags.

Abstract: The present invention relates to a system and method for recognizing a consonant and improving recognition performance within a short time, compared to prior art requiring a frequency decomposition process, by performing frequency analysis and voice recognition in real time without undergoing a frequency decomposition process of voice.

Abstract: The present disclosure relates to a computer-implemented method configured to generate a personalized vehicle number plate based on a keyword. The method electronically generates a combined set of character strings appropriate for selection by the user for a personalized vehicle number plate by combining a: a plurality of character strings or content derived from or based on user details; and/or a second plurality of character strings or content derived from or based on one or more keywords.

Abstract: An example apparatus for detecting intent in voiced audio includes a receiver to receive one or more word sequence hypotheses related to a voiced audio and a dynamic vocabulary. The apparatus also includes a natural language understander (NLU) to detect an intent and recognize a property related to the intent based on the word sequence hypothesis and the dynamic vocabulary. The apparatus further includes a transmitter to transmit the detected intent and recognized associated property to an application.

Abstract: Systems and methods are provided for processing a response to essay prompts that request a narrative response. A data structure associated with a narrative essay is accessed. The essay is analyzed to generate an organization subscore, where the organization subscore is generated using a graph metric by identifying content words in each sentence of the essay and populating a data structure with links between related content words in neighboring sentences, wherein the organization subscore is determined based on the links. The essay is analyzed to generate a development subscore, where the development subscore is generated using a transition metric by accessing a transition cue data store and identifying transition words in the essay, wherein the development subscore is based on a number of words in the essay that match words in the transition cue data store. A narrative quality metric is determined based on the organization subscore and the development subscore.

Abstract: Methods and apparatus are provided for transmitting voice data in a wireless communication system, in particular there is provided an apparatus comprising an audio processing module configured to detect a period of silence in a voice signal and to output an indication of the detected period of silence, and a communication module coupled to the audio processing module and configured to transmit upload packets according to a predefined scheduling allocation, the upload packets comprising the voice signal, wherein the communication module is further configured to, upon receipt of an indication of a detected period of silence refrain from transmitting further upload packets using the predefined scheduling allocation for a predetermined period of time.

Abstract: Embodiments described herein provide approaches for validating synonyms in ontology driven natural language processing. Specifically, an approach is provided for receiving a user input containing a token, structuring the user input into a semantic model comprising a set of classes each containing a set of related permutations of the token, designating the token as a synonym of one of the set of related permutations, annotating the token with a class from the set of classes corresponding to the one of the set of related permutations, and validating the annotation of the token by determining an accuracy of the designation of the token as a synonym of the one of the set of related permutations. In one embodiment, the accuracy is determined by quantifying a linear distance between the token and a contextual token also within the user input, and comparing the linear distance to a pre-specified linear distance limit.

Abstract: Systems, computer-program products and methods for annotating electronic text documents with multiple entities defined in a controlled vocabulary extracted from a compound noun phrase are disclosed. In one embodiment, a method of annotating an electronic text document includes searching, by a computing device, the electronic text document for instances of congruent compound noun phrases including a head and a modifier. If a congruent compound noun phrase is found, the method further includes determining a preceding word that precedes the modifier of the congruent compound noun phrase, and searching a controlled vocabulary for a second full term having the preceding word and the head of the congruent compound noun phrase. If the second full term is found in the controlled vocabulary, the method further includes annotating the electronic text document with the second full term having the preceding word and the head of the congruent compound noun phrase.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a conversation monitoring system.

Abstract: Systems and methods for providing hands-free reading of content comprising: identifying a plurality of data items for presentation to a user, the plurality of data items associated with a domain-specific item type and sorted according to a particular order; based on the domain-specific item type, generating a speech-based overview of the plurality of data items; for each of the plurality of data items, generating a respective speech-based, item-specific paraphrase for the data item based on respective content of the data item; and providing, to a user through the speech-enabled dialogue interface, the speech-based overview, followed by the respective speech-based, item-specific paraphrases for at least a subset of the plurality of data items in the particular order.