Abstract: A method, product and apparatus comprising: capturing a first noisy audio signal from an environment of a user; generating a first enhanced audio signal by implementing a first processing mode to apply sound separation to the first noisy audio signal, whereby at least one sound from an entity is filtered out from the first enhanced audio signal; outputting to the user the first enhanced audio signal; in response to a user indication, changing the first processing mode to a second processing mode; capturing a second noisy audio signal from the environment; generating a second enhanced audio signal by implementing the second processing mode to not apply the sound separation, whereby sounds from a plurality of entities comprising the entity remain unfiltered in the second enhanced audio signal; and outputting to the user the second enhanced audio signal.

Abstract: Systems and methods are disclosed for navigating a host vehicle. In one implementation, at least one processing device may be programmed to receive an image representative of an environment of the host vehicle, determine a planned navigational action for the host vehicle, analyze the image to identify a target vehicle with a direction of travel toward the host vehicle, and determine a next-state distance between the host vehicle and the target vehicle that would result if the planned navigational action was taken.

Abstract: A system for generating processed audio signals may include an earphone comprising a microphone configured to capture sounds from an environment of the earphone, a first communication component, and a first processor; and an earphone case comprising an earphone compartment configured to receive the earphone, a second communication component, and a second processor. The first processor may be programmed to receive a captured audio signal representative of the sounds captured by the microphone; and transmit the captured audio signal via the first communication component. The second processor may be programmed to receive the captured audio signal via the second communication component; generate a processed audio signal based on analysis of the captured audio signal; and transmit the processed audio signal via the second communication component to the first communication component.

Abstract: Systems and methods are provided for navigating a host vehicle. In one implementation, a system may include a processing device configured to receive an image acquired by an image capture device; determine a planned navigational action for accomplishing a navigational goal of the host vehicle; analyze the at least one image to identify a first target vehicle ahead of the host vehicle and a second target vehicle ahead of the first target vehicle; determine a next-state distance between the host vehicle and the second target vehicle that would result if the planned navigational action was taken; determine a stopping distance for the host vehicle based on a maximum braking capability of the host vehicle and a current speed of the host vehicle; and cause the vehicle to implement the planned navigational action if the stopping distance is less than the determined next-state distance.

Abstract: The presently disclosed embodiments may include a computer readable medium including instructions that when executed by one or more processing devices cause the one or more processing devices to perform a method. The method may include receiving a user input, wherein the user input includes a natural language question, using a trained language model to decompose the natural language question into two or more information requests, routing each of the two or more information requests to at least one information resource, receiving two or more information responses from the at least one information resource, wherein the two or more information responses correspond to the two or more information requests, generating a natural language response to the user input based on the two or more information responses and providing the natural language response to the user.

Abstract: A navigational system for a host vehicle may comprise at least one processor. The processor may be programmed to receive an image representative of an environment of the host vehicle; analyze the image to identify a navigational state associated with the host vehicle; and determine, based on the navigational state, a navigational action for the host vehicle based on a policy that maps possible navigational actions to sensed states. The navigational action may be based on a safety constraint applicable to the navigational state, the safety constraint including a safety distance constraint associated with the host vehicle, wherein the safety distance constraint is based on a determined speed of the host vehicle and a determined speed of a detected target object. The processor may cause an adjustment of a navigational actuator of the host vehicle to implement the determined navigational action.

Abstract: The present disclosure relates to navigational systems for vehicles. In one implementation, such a navigational system may a first output from a first sensor and a second output from a mapping system; identify a target object in the first output; and determine, based on the first output, a detected driving condition associated with the target object and whether the condition triggers a navigational constraint. If the navigational constraint is triggered, the system may cause a first navigational adjustment. If the navigational constraint is not triggered, the system may determine whether a representation of the target object is included in the second output. If the representation of the target object is included in the second output, the system may cause a second navigational adjustment. If the representation of the target object is not included in the second output, the system may forego any navigational adjustments.

Abstract: Systems and methods are provided for navigating based on behaviors of following vehicles. In one implementation, a navigation system for a host vehicle may include at least one processing device. The at least one processing device may be programmed to receive, from a camera, a plurality of images representative of an environment of the host vehicle; analyze the plurality of images to identify a first target vehicle and a second target vehicle in the environment of the host vehicle; analyze the plurality of images to determine a distance between the first target vehicle and the second target vehicle; and determine, from the plurality of images, a time to reach a boundary associated with one of the first target vehicle and the second target vehicle, wherein the determined time exceeds a first threshold and does not exceed a second threshold.

Abstract: A non-transitory computer-readable medium is provided. The computer-readable medium includes a sparse map for autonomous vehicle navigation along a road segment. The sparse map includes a polynomial representation of a target trajectory for the autonomous vehicle along the road segment, and a plurality of predetermined landmarks associated with the road segment. The sparse map has a data density of no more than 1 megabyte per kilometer.

Abstract: Systems and methods are provided for navigating a host vehicle. At least one processing device may be programmed to receive an image of an environment of the host vehicle; detect, based on analysis of the image, a pedestrian crosswalk in the image; detect a presence of a traffic light and determine whether the traffic light is relevant to the host vehicle and the pedestrian crosswalk; determine a state of the traffic light; determine, when a pedestrian appears in the image, a proximity of the pedestrian relative to the pedestrian crosswalk; determine a planned navigational action for navigating the host vehicle relative to the pedestrian crosswalk based on a driving policy, the state of the traffic light and the proximity of the pedestrian relative to the pedestrian crosswalk; and cause one or more actuator systems of the host vehicle to implement the planned navigational action.

Abstract: Systems and methods are provided for navigating a host vehicle. A processing device may be programmed to receive an image representative of an environment of the host vehicle; determine a planned navigational action for the host vehicle; analyze the image to identify a target vehicle travelling toward the host vehicle; determine a next-state distance between the host vehicle and the target vehicle that would result if the planned navigational action was taken; determine a stopping distance for the host vehicle based on a braking rate, a maximum acceleration capability, and a current speed of the host vehicle; determine a stopping distance for the target vehicle based on a braking rate, a maximum acceleration capability, and a current speed of the target vehicle; and implement the planned navigational action if the determined next-state distance is greater than a sum of the stopping distances for the host vehicle and the target vehicle.

Abstract: System and methods for processing audio signals are disclosed. In one implementation, a system may include a microphone configured to capture sounds from an environment of a user; and at least one processor. The processor may be programmed to receive at least one audio signal representative of the sounds captured by the microphone; transcribe at least a portion of the at least one audio signal into text; generate metadata based on the transcribed text; after receiving the at least one audio signal, receive a request for information associated with a topic; select an information source from a plurality of information sources based on the received request for information; search the selected information source for a word or phrase based on the request; and output the word or phrase for entry into a record associated with the topic.

Abstract: A hearing interface device for generating processed audio signals is disclosed. In one implementation, the hearing interface device may include a housing configured to be at least partially inserted into an ear of a user, a microphone, a camera, and a processor included in the housing. The processor may be configured to receive a captured audio signal representative of sounds captured by the microphone; receive an image captured by the camera; generate a processed audio signal based on analysis of at least one of the captured audio signal or the image; and cause at least a portion of the processed audio signal to be presented to the ear of the user.

Abstract: A hearing aid system for selectively conditioning audio signals associated with a recognized object may include at least one processor. The processor may be programmed to receive audio signals acquired by a wearable microphone; analyze the received audio signals to obtain an isolated audio stream associated with a sound-emanating object in the environment of the user; determine an audioprint from the isolated audio stream; and use the audioprint to retrieve from a database information relating to the particular sound-emanating object. Based on the retrieved information, the processor may cause selective conditioning of at least one audio signal received by the wearable microphone from a region associated with the at least one sound-emanating object; and cause transmission of the at least one conditioned audio signal to a hearing interface device configured to provide sounds to an ear of the user.

Abstract: A method, system and product includes capturing a noisy audio signal from an environment of a user, a plurality of people is located in the environment, the user having a mobile device used for obtaining user input, the user having at least one hearable device used for providing audio output to the user; applying speech separation on the noisy audio signal to obtain a separate audio signal that represents a voice of an unidentified entity; estimating an identifier of the unidentified entity, thereby obtaining an estimated identifier of the unidentified entity; and prompting the user to confirm or decline the estimated identifier.

Abstract: A method, system and product includes displaying to a user, via a mobile device, a map view depicting locations of at least a portion of a plurality of people relative to a location of the user, wherein the user and the plurality of people are located in an environment, the user having the mobile device used for obtaining user input, the user having a hearable device used for providing audio output to the user; receiving, via the mobile device, an activation selection of a target person from the map view; capturing a noisy audio signal from the environment; processing the noisy audio signal by applying speech separation on the target person, whereby generating an enhanced audio signal; and outputting to the user via the hearable device the enhanced audio signal.

Abstract: A method, system and product includes capturing a noisy audio signal from an environment of a user in which a plurality of people participate in a conversation, the plurality of people comprising a person, the noisy audio signal includes audio emitted by a non-human object and audio emitted by the person; applying speech separation on the noisy audio signal to obtain a separate audio signal that represents a sound-of-interest, the separate audio signal is based on the audio emitted by the non-human object; generating an enhanced audio signal based on the separate audio signal, wherein said generating comprises ensuring that the separate audio signal is present in the enhanced audio signal; and outputting the enhanced audio signal to the user via at least one hearable device.

Abstract: A method, system and product includes capturing a noisy audio signal from an environment of a user, a plurality of people is located in the environment, the user having a mobile device used for obtaining user input, the user having at least one hearable device used for providing audio output to the user, the method comprising; processing the noisy audio signal to generate a first separate audio signal that represents a first voice, and a second separate audio signal that represents a second voice, said processing is performed based on first and second acoustic fingerprints that correspond to the first and second voices, respectively; combining the first and second separate audio signals to obtain an enhanced audio signal; and outputting to the user, via the at least one hearable device, the enhanced audio signal.

Abstract: A method, system and product includes obtaining a first activation selection of a first person in an environment of a user, the environment comprising the first person and a second person, the user having a mobile device and a hearable device; capturing a first signal from the environment; applying speech separation on the first signal to extract a first audio signal associated with the first person; outputting to the user via the hearable device, a first output signal comprising the first audio signal; obtaining a second activation selection of the second person; capturing a second signal from the environment; applying speech separation on the second signal to extract a second audio signal associated with the second person; and outputting to the user, via the hearable device, a second output signal comprising the second audio signal.

Abstract: Systems and methods are provided for navigating a host vehicle. A processing device may be programmed to receive an image representative of an environment of the host vehicle; determine a planned navigational action for the host vehicle; analyze the image to identify a target vehicle travelling toward the host vehicle; determine a next-state distance between the host vehicle and the target vehicle that would result if the planned navigational action was taken; determine a stopping distance for the host vehicle based on a braking profile, a maximum acceleration capability, and a current speed of the host vehicle; determine a stopping distance for the target vehicle based on a braking profile and a current speed of the target vehicle; and implement the planned navigational action if the determined next-state distance is greater than a sum of the stopping distances for the host vehicle and the target vehicle.