Abstract: Systems and processes for discourse input processing are provided. In one example process, a discourse input can be received from a user. An integrated probability of a candidate word in the discourse input and one or more subclasses associated with the candidate word can be determined based on a conditional probability of the candidate word given one or more words in the discourse input, a probability of the candidate word within a corpus, and a conditional probability of the candidate word given one or more classes associated with the one or more words. A text string corresponding to the discourse input can be determined based on the integrated probability. An output based on the text string can be generated.

Abstract: An image reading apparatus includes a light source that emits light that is to be applied to an original document, a light receiving portion that receives reflected light, which is reflected off the original document, and multiple light reflection members that guide the reflected light, reflected off the original document, to the light receiving portion. At least one of the multiple light reflection members is used as a light guide to guide light from the light source to the original document.

Abstract: This disclosure pertains to a classification model, and to functionality for producing and applying the classification model. The classification model is configured to discriminate whether an input linguistic item (such as a query) corresponding to either a natural language (NL) linguistic item or a keyword language (KL) linguistic item. An NL linguistic item expresses an intent using a natural language, while a KL linguistic item expresses the intent using one or more keywords. In a training phase, the functionality produces the classification model based on query click log data or the like. In an application phase, the functionality may, among other uses, use the classification model to filter a subset of NL linguistic items from a larger set of items, and then use the subset of NL linguistic items to train a natural language interpretation model, such as a spoken language understanding model.

Abstract: Various embodiments and methods relating to a scan area indicator are disclosed.

Abstract: An image forming apparatus including: a reading device; an operating portion; a light source; a rotary polygon mirror; a motor configured to rotate the rotary polygon mirror; and a motor control portion configured to start the motor to control the motor at a first rotation speed in response to a fact that a predetermined action is performed on one of the operating portion and the reading device in a stopped state of the rotary polygon mirror, and then to control the motor at a second rotation speed higher than the first rotation speed in response to an instruction to start image formation from the operating portion, the motor control portion being configured to control the motor at the second rotation speed, without controlling the motor at the first rotation speed, in response to a fact that the receiving portion receives image data before the motor reaches the first rotation speed.

Abstract: This technology relates to an encoding device, an encoding method, and a program capable of improving audio quality and more efficiently encoding audio. A first high-frequency encoding circuit encodes a high-frequency range based on a low-frequency subband signal and a high-frequency subband signal and obtains a high-frequency code amount. A low-frequency encoding circuit encodes a low-frequency signal with a code amount determined by the high-frequency code amount and a low-frequency decoding circuit decodes the encoded low-frequency signal.

Abstract: The disclosure provides a customizable system for modifying voice dimensions. The system comprises a program interface located on an electronic device. The program interface is used to manipulate user input from one or more individuals relating to voice parameters. Instructions are then created by the program interface that allow for one or more individuals to modify the voice dimensions of the one or more individuals by following the instructions. The disclosure further provides a method for modifying an individual's voice dimensions. The method comprises identifying one or more dimensions in an individual's vocal dimensions that are to be modified. On an electronic device, a voice exercise is created by selecting at least one parameter that modifies the one or more dimensions in an individual's voice. Instructions created by the electronic device that are based on the selection of at least one parameter are then followed by the individual.

Abstract: A sound processing device includes a first noise suppression unit configured to suppress a noise component included in an input sound signal using a first suppression amount, a second noise suppression unit configured to suppress the noise component included in the input sound signal using a second suppression amount greater than the first suppression amount, a speech section detection unit configured to detect whether the sound signal whose noise component has been suppressed by the second noise suppression unit includes a speech section having a speech for every predetermined time, and a speech recognition unit configured to perform a speech recognizing process on a section, which is detected to be a speech section by the speech section detection unit, in the sound signal whose noise component has been suppressed by the first noise suppression unit.

Abstract: A method and device are provided for coding or decoding a digital audio signal by transform using analysis or synthesis weighting windows applied to sample frames. The method includes an irregular sampling of an initial window provided for a transform of given initial size N, to apply a secondary transform of size M different from N.

Abstract: Systems and methods are provided for predictively tracking expected print jobs. The system comprises a memory that identifies categories of print jobs, and that stores rules that indicate how often print jobs will be received at a presentation system. The system also comprises a control unit operable to identify a rule for a category of print jobs, to analyze the rule to generate a predicted schedule of print jobs expected for receipt at the presentation system, and to determine whether expected print jobs have been received at the presentation system in accordance with the schedule. The control unit is further operable to generate an alert if an expected print job has not been received at the presentation system in accordance with the schedule.

Abstract: Systems and methods are provided for predictively tracking expected print jobs. The system comprises a memory that identifies categories of print jobs, and that stores rules that indicate how often print jobs will be received at a presentation system. The system also comprises a control unit operable to identify a rule for a category of print jobs, to analyze the rule to generate a predicted schedule of print jobs expected for receipt at the presentation system, and to determine whether expected print jobs have been received at the presentation system in accordance with the schedule. The control unit is further operable to generate an alert if an expected print job has not been received at the presentation system in accordance with the schedule.

Abstract: Embodiments that relate to converting audio inputs from an environment into text are disclosed. For example, in one disclosed embodiment a speech conversion program receives audio inputs from a microphone array of a head-mounted display device. Image data is captured from the environment, and one or more possible faces are detected from image data. Eye-tracking data is used to determine a target face on which a user is focused. A beamforming technique is applied to at least a portion of the audio inputs to identify target audio inputs that are associated with the target face. The target audio inputs are converted into text that is displayed via a transparent display of the head-mounted display device.

Abstract: In accordance with one embodiment, a color erasing apparatus comprises a reading section, a storage section and a control section. The reading section reads an image formed on a sheet to acquire image data. The storage section stores the image data acquired by the reading section. The control section determines whether or not there exists a mark in the image data, and carries out a control to, in a case in which there exists a mark in the image data, delete the image data read by the reading section from the storage section if it is determined that there exists a mark and the image data acquired by the reading section coincides with the image data stored through the processing of an image forming apparatus when determining whether or not the image data read by the reading section coincides with the image data stored in the storage section in advance, or store the image data read by the reading section in the storage section if it is determined that the image data doesn't coincide with each other.

Abstract: A printing system, in which an image forming device receives a print job containing PDL data and print settings from a printer server for printing, has a problem that the print setting upon printing an image on a print paper can be changed, but the print setting reflected upon rasterizing the PDL data can not be changed. A printing system is provided with an image forming device comprising an information terminal for generating a print job composed of PDL data and print settings, a printer server to store the print job therein, and an image forming device for printing the print job stored in the printer server, the image forming device rasterizing the PDL data to generate a raster image and printing the raster image according to the print setting, wherein the image forming device can change the print setting before rasterizing the PDL data.

Abstract: A system and method for representing a textual document based on the occurrence of repeats are disclosed. The system includes a sequence generator which defines a sequence representing words forming a collection of documents. A repeat calculator identifies a set of repeats within the sequence, the set of repeats comprising subsequences of the sequence which each occur more than once. A representation generator generates a representation for at least one document in the collection of documents based on occurrence, in the document, of repeats from the set of repeats.

Abstract: A processing apparatus capable of connecting to an external apparatus includes a reception unit that receives an instruction to the processing apparatus regarding a process from the external apparatus, an instruction unit that instructs the processing apparatus to execute a process, and a setting unit that sets a type of process to be executed when the instruction unit has made an instruction. In a first mode, the process based on the instruction from the instruction unit is executed and in a second mode, the process based on the instruction from the instruction unit and the process based on the instruction received by the reception unit are executed. After the second mode is cancelled and the first mode is established, the setting unit sets a predetermined type of process as the type of process to be executed when the instruction unit has made an instruction.

Abstract: The present disclosure describes a novel method of analyzing and presenting results of human emotion during a session such as chat, video, audio and combination thereof in real time. The analysis is done using semiotic analysis and hierarchical slope clustering to give feedback for a session or historical sessions to the user or any professional. The method and system is useful for recognizing reaction for a particular session or detection of abnormal behavior. The method and system with unique algorithm is useful in getting instant feedback to stay the course or change in strategy for a desired result during the session.

Abstract: A system includes plural devices and an apparatus being connected to the devices via a network and including a unit storing plural screen data in association with identification data of the plural devices. Each of the plural screen data includes components associated with a process condition and destination data. A device included in the plural devices includes a unit obtaining screen data corresponding to an identification data of the device from the plural screen data, a unit displaying a screen based on the screen data, a unit inputting image data according to the process condition associated with the components selected by way of the screen, and a unit transmitting the image data and the identification data of the device to the apparatus. The apparatus further includes a unit transferring the transmitted image data to a destination indicated in the destination data corresponding to the transmitted identification data.

Abstract: A copy machine includes a reading unit, memory and a printing unit. When reading and printing a document of a plurality of sheets, the copy machine performs: a preceding print mode for a former part of the document of the plurality of sheets, including storing an image data with a first compression ratio in the memory and starting printing of image of the former part of the document based on the stored image data before document reading of the reading unit is completed; and a memory print mode for a latter part of the document of the plurality of sheets, including storing the image data with a second compression ratio in the memory and starting printing of image of the latter part of the document based on the stored image data after the document reading of the reading unit is completed.

Abstract: A book readout system and method for reading out information described in a book at a high speed, while the book, in a bound form, is flipped through. A page state measuring unit (2) measures a page state of a book being flipped through. A book image acquisition unit (1) comprises a plurality of first cameras (11) which respectively acquire book images with respect to a page of the book, from mutually different directions, for a plurality of number of times. A data processing unit (3) corrects the book image acquired by the book image acquisition unit (1) using the information of the page state of the book measured by the page state measuring unit (2).