Abstract: A method and system for monitoring wine in a barrel having a bung hole is provided. The system comprises a sensor enclosure, a sensor conduit, and an original bung. The sensor conduit is operably coupled to the sensor enclosure. The original bung comprises a passage hole for inserting the sensor conduit through the original bung. The original bung also comprises a space for inserting at least a portion of the sensor enclosure. This space does not extend through the original bung. The outer diameter of the original bung is determined by the diameter of the bung hole of the barrel.

Abstract: A method for training a speech recognition model includes receiving a set of training utterance pairs each including a non-synthetic speech representation and a synthetic speech representation of a same corresponding utterance. At each of a plurality of output steps for each training utterance pair in the set of training utterance pairs, the method also includes determining a consistent loss term for the corresponding training utterance pair based on a first probability distribution over possible non-synthetic speech recognition hypotheses generated for the corresponding non-synthetic speech representation and a second probability distribution over possible synthetic speech recognition hypotheses generated for the corresponding synthetic speech representation. The first and second probability distributions are generated for output by the speech recognition model.

Abstract: The disclosure relates to a vehicle occupant restraint system for a motor vehicle, comprising a central airbag installed in the area of a vehicle roof liner between two vehicle seats. At least one holding arrangement is fastened by a first end to the airbag and by a second end to a vehicle structure such that the holding arrangement retains the airbag in an inflated state in a holding position in which the airbag can laterally support a vehicle occupant.

Abstract: A method for training a sub-model for contextual biasing for speech recognition includes obtaining a base speech recognition model trained on non-biased data. The method includes obtaining a set of training utterances representative of a particular domain, each training utterance in the set of training utterances including audio data characterizing the training utterances and a ground truth transcription of the training utterance. The method further includes, for each corresponding training utterance in the set of training utterances, determining, using an embedding encoder, a corresponding document embedding from the ground truth transcription of the corresponding training utterance. The method includes training, using the corresponding document embeddings determined from the ground truth transcriptions of the set of training utterances, a sub-model to bias the base speech recognition model to recognize speech in the particular domain.

Abstract: In a method of folding a curtain-type side airbag to form an elongate airbag package which defines a longitudinal direction, in one folding step at least portions of the side airbag are rolled around a first winding axis. In another folding step, at least portions of the side airbag are rolled around a second winding axis which is at an angle between 0° and 180° with the first winding axis.

Abstract: The invention relates to a mounting device (10) for a vehicle interior lining (95) for mounting to a vehicle body (90). According to the invention, the mounting device (10) comprises a mounting slide (20) that is configured for mounting a tether (60) of an airbag (85), wherein the mounting slide (20) can be actuated by the tether (60).

Abstract: A system and method and computer program structured to implement a multi-redundancy mechanism for the transmission of information over an Ethernet data network. The system comprises a device configured for the transmission of Ethernet data to a management device that may mark, tag or otherwise assign an identifier to a data packet. The management device may also replicate the packet and may transmit the original packet and the replicated packet(s) to a receiving management device. The receiving management device may unmark successfully transmitted packets and may ascertain whether a successfully delivered packet is a redundant packet such that it may be deleted.

Abstract: An airbag module for an automotive vehicle is disclosed. The airbag module comprises a folded inflatable airbag, a fastening element for mounting the airbag on the vehicle, a mounting jacket in which the folded airbag is received and fixed, as well as an elongate flexible holding strap for positioning the airbag in its deployed inflated state. The holding strap extends from a first strap end fastened on the airbag to an opposite second strap end to which the fastening element is attached. In the folded state of the airbag, the holding strap is connected to the mounting jacket or is received in the mounting jacket.

Abstract: The following relates generally to detecting and repairing data errors using artificial intelligence (AI). In some embodiments, one or more first processors execute an AI toolkit comprising a plurality of units. The plurality of units may include, for example, a connect unit, an integrate unit, a detect unit, a correct unit, a repair unit, and/or a visualize unit. The AI toolkit may then be deployed to one or more second processors. The one or more second processors may then further execute the AI toolkit and/or run/augment the AI toolkit to detect and/or repair errors in data.

Abstract: A method includes receiving acoustic features of a first utterance spoken by a first user that speaks with typical speech and processing the acoustic features of the first utterance using a general speech recognizer to generate a first transcription of the first utterance. The operations also include analyzing the first transcription of the first utterance to identify one or more bias terms in the first transcription and biasing the alternative speech recognizer on the one or more bias terms identified in the first transcription. The operations also include receiving acoustic features of a second utterance spoken by a second user that speaks with atypical speech and processing, using the alternative speech recognizer biased on the one or more terms identified in the first transcription, the acoustic features of the second utterance to generate a second transcription of the second utterance.

Abstract: A method of generating an accurate speaker representation for an audio sample includes receiving a first audio sample from a first speaker and a second audio sample from a second speaker. The method includes dividing a respective audio sample into a plurality of audio slices. The method also includes, based on the plurality of slices, generating a set of candidate acoustic embeddings where each candidate acoustic embedding includes a vector representation of acoustic features. The method further includes removing a subset of the candidate acoustic embeddings from the set of candidate acoustic embeddings. The method additionally includes generating an aggregate acoustic embedding from the remaining candidate acoustic embeddings in the set of candidate acoustic embeddings after removing the subset of the candidate acoustic embeddings.

Abstract: A device for minimally invasive, inter-layer surgical procedures advantageously forms a wedge for advancing between adjacent tissue layers and provides a jaw that can be actuated to create a working space for a cutting tool and other instruments within a plane between the tissue layers. The device may also usefully employ an open or wireframe structure for the opposing jaws to preventing tissue or fluid accumulation between the jaws and maximize visibility around the surgical site.

Abstract: The disclosure relates to an airbag module that comprises an inflatable airbag, an inflator for inflating the airbag and a plurality of securing units for attaching the airbag module to a vehicle. The airbag has a C-shaped configuration including two juxtaposed legs in an imaginary cross-sectional plane that is transverse to its longitudinal extension. The disclosed design of the airbag is configured to improve deployment behavior such that in a mounting situation of the airbag 10 a central plane defined between the two legs intersects a vertical plane extending through the longitudinal extension of the airbag. A manufacturing method for an airbag module is disclosed.

Abstract: In a method of folding a curtain-type side airbag to form an elongate airbag package which defines a longitudinal direction, in one folding step at least portions of the side airbag are rolled around a first winding axis. In another folding step, at least portions of the side airbag are rolled around a second winding axis which is at an angle between 0° and 180° with the first winding axis.

Abstract: An airbag unit comprising an airbag (22) folded or rolled into an elongate package as well as a wrapping (28) holding the package in the folded state includes a fold-back longitudinal end (36) of the package. Apart from a first tearing line (32) through which the airbag (22) leaves the wrapping (28), in the area of the bending point (38) the wrapping (28) has a second tearing line (50) which provides for better gas flow to the fold-back package portion (40).

Abstract: The present invention relates to a through-type taillight and a vehicle having same. Specifically, the through-type taillight is installed in an accommodation of a vehicle tail component, and has an outer lens, a housing and a side part, the housing being closed by the outer lens, and together with the outer lens defining an accommodating space for accommodating an optoelectronic component of the through-type taillight, wherein the side part is arranged on a side of the housing in such a way as to prevent loosening, and at least occupies a first position and a second position relative to the housing, such that in the first position the through-type taillight can be fitted into the accommodation, and in the second position the side part forms a corresponding compensating face of the vehicle tail component.

Abstract: A method of generating an accurate speaker representation for an audio sample includes receiving a first audio sample from a first speaker and a second audio sample from a second speaker. The method includes dividing a respective audio sample into a plurality of audio slices. The method also includes, based on the plurality of slices, generating a set of candidate acoustic embeddings where each candidate acoustic embedding includes a vector representation of acoustic features. The method further includes removing a subset of the candidate acoustic embeddings from the set of candidate acoustic embeddings. The method additionally includes generating an aggregate acoustic embedding from the remaining candidate acoustic embeddings in the set of candidate acoustic embeddings after removing the subset of the candidate acoustic embeddings.

Abstract: Implementations set forth herein relate to an automated assistant that is invoked according to contextual signals—in lieu of requiring a user to explicitly speak an invocation phrase. When a user is in an environment with an assistant-enabled device, contextual data characterizing features of the environment can be processed to determine whether a user intends to invoke the automated assistant. Therefore, when such features are detected by the automated assistant, the automated assistant can bypass requiring an invocation phrase from a user and, instead, be responsive to one or more assistant commands from the user. The automated assistant can operate based on a trained machine learning model that is trained using instances of training data that characterize previous interactions in which one or more users invoked or did not invoke the automated assistant.

Abstract: Provided are methods for treating a renal disorder using DJ-1 related peptides and compositions thereof.

Abstract: The invention relates to an airbag (10), especially for a side curtain airbag system (20), comprising an airbag interior (30) which in the deployed state of the airbag (10) defines one single chamber (40), wherein the chamber (40) comprises a gas guiding device (50) by which the chamber (40) is divided into at least one primary filling zone (41) and at least one secondary filling zone (42), as well as to a vehicle safety system equipped with such airbag (10).