Abstract: Within this disclosure are new methods of monitoring compositional changes of a body. In one embodiment, the methods comprise three-dimensional models of a body. In one embodiment, two-dimensional MRI images are used to create a three-dimensional model of a body. In one embodiment, the three-dimensional model is segmented and landmarked to provide reference points for monitoring changes. In some embodiments, volumetric values are calculated to provide data about changes the body has undergone. In one embodiment, the body is a human body.

Abstract: Within this disclosure are new methods of predicting compositional changes of a body. In one embodiment, the methods disclosed herein comprise three-dimensional models of a body. In one embodiment, MRI data is used to create a three-dimensional model of a body. In one embodiment, a stimulus is chosen to influence change in a body. In one embodiment, comparator bodies are used to predict changes to the body.

Abstract: In general, techniques are described for sharing information about a client device phone call to enhance other services. In one example, a method includes receiving, at a server device, voice call parameters that describe at least one characteristic of a voice call in which a user of a first device is participating wherein the first device is physically separate from the server device, and responsive to receiving the voice call parameters, determining, by the server device, a status of the user based on the received voice call parameters. The method further includes storing an account for the user on the server device, wherein the account includes a user profile for the user and identifies contacts of the user, and modifying, by the server device, the user profile to reflect the status of the user, and sending the modified user profile to a device associated with a contact of the user.

Abstract: In general, techniques are described for sharing information about a client device phone call to enhance other services. In one example, a method includes receiving, at a server device, voice call parameters that describe at least one characteristic of a voice call in which a user of a first device is participating wherein the first device is physically separate from the server device, and responsive to receiving the voice call parameters, determining, by the server device, a status of the user based on the received voice call parameters. The method further includes storing an account for the user on the server device, wherein the account includes a user profile for the user and identifies contacts of the user, and modifying, by the server device, the user profile to reflect the status of the user, and sending the modified user profile to a device associated with a contact of the user.

Abstract: In general, techniques are described for sharing information about a client device phone call to enhance other services. In one example, a method includes receiving, at a server device, voice call parameters that describe at least one characteristic of a voice call in which a user of a first device is participating wherein the first device is physically separate from the server device, and responsive to receiving the voice call parameters, determining, by the server device, a status of the user based on the received voice call parameters. The method further includes storing an account for the user on the server device, wherein the account includes a user profile for the user and identifies contacts of the user, and modifying, by the server device, the user profile to reflect the status of the user, and sending the modified user profile to a device associated with a contact of the user.

Abstract: In one implementation, a computer-implemented method includes identifying, by a computer system, a plurality of voicemail messages that are associated with a particular user and that are from a plurality of voicemail sources; and generating, by the computer system, a plurality of graphical display elements that represent the identified plurality of voicemail messages and that include source identifiers that indicate a voicemail source from the plurality of voicemail sources for each of the plurality of voicemail messages. The method can further include providing the plurality of graphical display elements with the source identifiers for the plurality of voicemail messages in a user interface through which the plurality of voicemail messages from the plurality of voicemail sources are caused to be played based on received user input.

Abstract: A system and method for generating a conference call within a social network is disclosed. The participants are all members of an affinity group and they communicate with each other using different social streams. When the stream becomes too complicated, a participant transforms the social stream into a conference call so that the discussion is held in real-time. The participant that requests the conference call is designated as a moderator. The moderator controls the conference, including the members of the affinity group, through a user interface. Once the conference is established a notification can be sent to invitees and other members of the affinity group. The notification can also be published on a social network.

Abstract: A system and method for generating a conference call within a social network is disclosed. The participants are all members of an affinity group and they communicate with each other using different social streams. When the stream becomes too complicated, a participant transforms the social stream into a conference call so that the discussion is held in real-time. The participant that requests the conference call is designated as a moderator. The moderator controls the conference, including the members of the affinity group, through a user interface. Once the conference is established a notification can be sent to invitees and other members of the affinity group. The notification can also be published on a social network.

Abstract: A computing device is configured to initiate actions in response to speech input that includes a name or other indication of an entity, in a first spoken utterance, followed by an action, in a second spoken utterance. The computing device receives the first spoken utterance, identifies an entity based on the first spoke utterance, and indicates a plurality of available actions based on the identified entity. The computing device then receives the second spoken utterance and identifies a selection of at least one of the available actions based on the second spoken utterance. The computing device then initiates the at least one selected action.

Abstract: A method for providing suggestions includes capturing audio that includes speech and receiving textual content from a speech recognition engine. The speech recognition engine performs speech recognition on the audio signal to obtain the textual content, which includes one or more passages. The method also includes receiving a selection of a portion of a first word in a passage in the textual content, wherein the passage includes multiple words, and retrieving a set of suggestions that can potentially replace the first word. At least one suggestion from the set of suggestions provides a multi-word suggestion for potentially replacing the first word. The method further includes displaying, on a display device, the set of suggestions, and highlighting a portion of the textual content, as displayed on the display device, for potentially changing to one of the suggestions from the set of suggestions.

Abstract: This specification describes technologies relating to recognition of text in various media. In general, one aspect of the subject matter described in this specification can be embodied in methods that include receiving an input signal including data representing one or more words and passing the input signal to a text recognition system that generates a recognized text string based on the input signal. The methods may further include receiving the recognized text string from the text recognition system. The methods may further include presenting the recognized text string to a user and receiving a corrected text string based on input from the user. The methods may further include checking if an edit distance between the corrected text string and the recognized text string is below a threshold. If the edit distance is below the threshold, the corrected text string may be passed to the text recognition system for training purposes.

Abstract: A computing device is configured to initiate actions in response to speech input that includes a name or other indication of an entity, in a first spoken utterance, followed by user choosing an application related to an entity, in a second spoken utterance. The computing device receives the first spoken utterance, identifies an entity based on the first spoke utterance, and indicates a plurality of available applications related to the identified entity. The computing device then receives the second spoken utterance and identifies a selection of at least one of the available applications based on the second spoken utterance. The computing device then invokes the at least one selected application.

Abstract: A method for providing suggestions includes capturing audio that includes speech and receiving textual content from a speech recognition engine. The speech recognition engine performs speech recognition on the audio signal to obtain the textual content, which includes one or more passages. The method also includes receiving a selection of a portion of a first word in a passage in the textual content, wherein the passage includes multiple words, and retrieving a set of suggestions that can potentially replace the first word. At least one suggestion from the set of suggestions provides a multi-word suggestion for potentially replacing the first word. The method further includes displaying, on a display device, the set of suggestions, and highlighting a portion of the textual content, as displayed on the display device, for potentially changing to one of the suggestions from the set of suggestions.

Abstract: This specification describes technologies relating to recognition of text in various media. In general, one aspect of the subject matter described in this specification can be embodied in methods that include receiving an input signal including data representing one or more words and passing the input signal to a text recognition system that generates a recognized text string based on the input signal. The methods may further include receiving the recognized text string from the text recognition system. The methods may further include presenting the recognized text string to a user and receiving a corrected text string based on input from the user. The methods may further include checking if an edit distance between the corrected text string and the recognized text string is below a threshold. If the edit distance is below the threshold, the corrected text string may be passed to the text recognition system for training purposes.

Abstract: In one implementation, a computer-implemented method includes identifying, by a computer system, a plurality of voicemail messages that are associated with a particular user and that are from a plurality of voicemail sources; and generating, by the computer system, a plurality of graphical display elements that represent the identified plurality of voicemail messages and that include source identifiers that indicate a voicemail source from the plurality of voicemail sources for each of the plurality of voicemail messages. The method can further include providing the plurality of graphical display elements with the source identifiers for the plurality of voicemail messages in a user interface through which the plurality of voicemail messages from the plurality of voicemail sources are caused to be played based on received user input.

Abstract: A method for providing suggestions includes capturing audio that includes speech and receiving textual content from a speech recognition engine. The speech recognition engine performs speech recognition on the audio signal to obtain the textual content, which includes one or more passages. The method also includes receiving a selection of a portion of a first word in a passage in the textual content, wherein the passage includes multiple words, and retrieving a set of suggestions that can potentially replace the first word. At least one suggestion from the set of suggestions provides a multi-word suggestion for potentially replacing the first word. The method further includes displaying, on a display device, the set of suggestions, and highlighting a portion of the textual content, as displayed on the display device, for potentially changing to one of the suggestions from the set of suggestions.

Abstract: In general, techniques are described for sharing information about a client device phone call to enhance other services. In one example, a method includes receiving, at a server device, voice call parameters that describe at least one characteristic of a voice call in which a user of a first device is participating wherein the first device is physically separate from the server device, and responsive to receiving the voice call parameters, determining, by the server device, a status of the user based on the received voice call parameters. The method further includes storing an account for the user on the server device, wherein the account includes a user profile for the user and identifies contacts of the user, and modifying, by the server device, the user profile to reflect the status of the user, and sending the modified user profile to a device associated with a contact of the user.

Abstract: In general, techniques are described for sharing information about a client device phone call to enhance other services. In one example, a method includes receiving, at a server device, voice call parameters that describe at least one characteristic of a voice call in which a user of a first device is participating wherein the first device is physically separate from the server device, and responsive to receiving the voice call parameters, determining, by the server device, a status of the user based on the received voice call parameters. The method further includes storing an account for the user on the server device, wherein the account includes a user profile for the user and identifies contacts of the user, and modifying, by the server device, the user profile to reflect the status of the user, and sending the modified user profile to a device associated with a contact of the user.

Abstract: A system and method are directed towards enabling a server to activate a plurality of peer devices. The server may send a notification to a first peer device and employ subsequent peer devices to send further notifications to other peer devices in a sequence of peer devices, thereby reducing a number of notifications sent by the server. The peer devices may be mobile devices. In one embodiment, the notification indicates that data is available for download to the peer devices. In one embodiment, the sequence is dynamically determined by the server. In one embodiment, an instruction to send a notification to another peer device is provided to a peer device in the sequence along with the downloaded data. In another embodiment, the instruction is provided with the notification. In one embodiment, a notification may be sent using a hidden message mechanism of Short Message Service (SMS), or the like.

Abstract: A system and method are directed towards enabling a server to activate a plurality of peer devices. The server may send a notification to a first peer device and employ subsequent peer devices to send further notifications to other peer devices in a sequence of peer devices, thereby reducing a number of notifications sent by the server. The peer devices may be mobile devices. In one embodiment, the notification indicates that data is available for download to the peer devices. In one embodiment, the sequence is dynamically determined by the server. In one embodiment, an instruction to send a notification to another peer device is provided to a peer device in the sequence along with the downloaded data. In another embodiment, the instruction is provided with the notification. In one embodiment, a notification may be sent using a hidden message mechanism of Short Message Service (SMS), or the like.