Abstract: Automatic video dubbing methods and apparatuses automatically dub a video signal into a different target language than the original while controllably preserving vocal characteristics of original speakers in the corresponding audio, based on separating audio from the video, preserving audio timings, separating voice and non-voice segments from background noise, and using ASR, MT and signal processing techniques to generate properly sized and selectable speech translations into different languages corresponding to speaker voices in the video and emotions, voice and/or textual characteristics.

Abstract: Methods for optimizing a user model are disclosed. In at least some instances, the methods include receiving a user model and then identifying one or more sub-optimal combinations of operations in the user model. The methods further include generating a modification (e.g., an optimal subgraph) for at least one identified sub-optimal combination of operations in the user model and replacing that identified sub-optimal combination of operations with the generated modification for that identified sub-optimal combination of operations. Still further, the method includes returning the user model with the generated modification as a transformed model. Other methods, and systems for performing any methods disclosed, are also provided.

Abstract: Methods of modifying an input, such as a prompt, for a machine learning model are disclosed. In at least some instances, the method includes transforming a received user model into a risk-aware model, applying that risk-aware model to a received input, and receiving, based on the application of the risk-aware model, output and corresponding risk values. In turn, the method includes determining whether the corresponding risk values, or an aggregate of such values, are less than a predetermined threshold level. If the values or aggregate are greater than the predetermined threshold level, then a process is performed to modify the input to minimize the corresponding risk values. The risk-aware model is iteratively applied to the modified input and the modification process continues to be performed until the corresponding risk values are less than the predetermined threshold level. Other methods, and systems for performing any methods disclosed, are also provided.

Abstract: The invention relates to an inductive power transfer device for an inductive power transfer to a water-bound vehicle, with a power transfer part, comprising a primary conductor arrangement; and a kinematic unit for enabling a movement of the power transfer part; wherein the kinematic unit comprises a linear guide which is oriented so that, when the power transfer part is displaced along a path defined by the linear guide, a position of the power transfer part along a vertical spatial axis (Z) is altered. Further, the invention relates to a system for an inductive power transfer to a water-bound vehicle and a method for operating an inductive power transfer device.

Abstract: A bone plate including a main bone plate body having two opposing curved sections adapted for a clavicle; a bendable waist portion narrower than the main body of the bone plate; and a node at each end of the main body connected to the main body by a bridge portion which is narrower than the main body, wherein the bridge includes a cut-out relief portion on a bottom side of the bone plate.

Abstract: Systems, computer program products, and methods are described herein for synchronizing dataflow migration between technical environments. The present invention is configured to identify one or more resources in a source environment for migration from the source environment to a target environment; capture, using a resource assessment engine, one or more dependencies associated with the one or more resources; generate a migration load based on at least the one or more resources identified in the source environment and the one or more dependencies associated with the one or more resources; generate a snapshot of the source environment based on at least the migration load, wherein the snapshot comprises at least the one or more resources and the one or more dependencies; and store the snapshot of the source environment in a snapshot database repository.

Abstract: Disclosed herein are regulated power supplies. The power source delivers power to a system load and includes battery units. The power source also includes power flow devices coupled to the battery units that are configured to provide power from the battery units to the system load. Each power flow device corresponds to a respective one of the battery units and includes a one direction current flow device connected in series with a current regulator between the respective battery unit and the system load.

Abstract: Disclosed are techniques, and related systems, for developing and implementing a unified framework for quantifying risk in machine learning models, such as deep neural networks. The framework can be easy-to-use and flexible to apply to different types of machine learning models. The framework can be used to automatically assess different forms of risk in parallel, including but not limited to aleatoric uncertainty, epistemic uncertainty, and/or vacuitic uncertainty. To that end, the disclosed framework provides wrappers that compose different automatic risk assessment algorithms. The obtained risk estimates can be used, for example, for: providing a deeper insight into decision boundaries of neural networks; performing downstream tasks by integrating the risk estimates back into a learning lifecycle for the model to improve robustness and generalization; and/or improving safety by identifying potential model failures based on the risk values.

Abstract: The invention relates to power transfer device for inductively charging a water-bound vehicle, comprising: a power transfer part comprising a primary conductor arrangement; and at least one connecting member which has a first connecting portion for connecting the power transfer device to the surroundings and a second connecting portion for connecting the connecting member to the power transfer part; wherein the connecting member has a least one resilient portion that is configured to absorb shocks exerted onto the power transfer part. Further, the invention relates to a mooring area, comprising a respective power transfer device.

Abstract: A floating platform for high-power wind turbines, comprising a concrete substructure, said concrete substructure forming the base of the platform, which remains semi-submerged in the operating position, and consisting of a square lower slab on which a series of beams and five hollow reinforced concrete cylinders are constructed, distributed at the corners and the center of said lower slab; a metal superstructure supported on the concrete substructure and forming the base for connection with the wind turbine tower, said tower being coupled at the center thereof; and metal covers covering each of the cylinders, on which the metal superstructure is supported and to which vertical pillars are secured, linked together by beams, which join at the central pillar by an element whereon the base of the wind turbine tower is secured.

Abstract: Systems, computer program products, and methods are described herein for synchronizing dataflow migration between technical environments. The present invention is configured to identify one or more resources in a source environment for migration from the source environment to a target environment; capture, using a resource assessment engine, one or more dependencies associated with the one or more resources; generate a migration load based on at least the one or more resources identified in the source environment and the one or more dependencies associated with the one or more resources; generate a snapshot of the source environment based on at least the migration load, wherein the snapshot comprises at least the one or more resources and the one or more dependencies; and store the snapshot of the source environment in a snapshot database repository.

Abstract: The present disclosure primarily relates to certain agrochemically active herbicidal combinations comprising (A) diflufenican and (B) mesotrione. The disclosure further relates to the use of these combinations for controlling weeds, in particular for controlling resistant weeds, and to corresponding methods.

Abstract: The present disclosure relates to the technical field of crop protection. The present disclosure primarily relates to microcapsules comprising a polymeric shell wall and a water-immiscible core material comprising (i) an acetamide herbicide, (ii) diflufenican and (iii) an organic non-polar solvent. The present disclosure also relates to herbicidal compositions comprising these microcapsules, methods for preparing these microcapsules and methods of using these microcapsules and herbicidal compositions for controlling weeds.

Abstract: A target trial dataset with trial covariates and clinical outcome data is obtained from a plurality of human patients. An artificial patient dataset is generated by using distributions of one or more corresponding covariates and their correlations derived from the set of trial covariates, and filtering the artificial patient dataset, with each data record of the artificial patient dataset storing covariates of a respective artificial patient. The artificial patient dataset is provided to a disease progression model to generate a simulated dataset with simulated covariates and clinical outcome data for artificial patients not receiving experimental treatment. A treatment effect of a drug is determined by analyzing the trial dataset and the simulated dataset together to incorporate the simulated dataset, wherein the simulated dataset is given a weight in comparison to a control arm of the trial dataset, with the weight based on at least a maximum weight value.

Abstract: Systems, computer program products, and methods are described herein for synchronizing dataflow migration between technical environments. The present invention is configured to identify one or more resources in a source environment for migration from the source environment to a target environment; capture, using a resource assessment engine, one or more dependencies associated with the one or more resources; generate a migration load based on at least the one or more resources identified in the source environment and the one or more dependencies associated with the one or more resources; generate a snapshot of the source environment based on at least the migration load, wherein the snapshot comprises at least the one or more resources and the one or more dependencies; and store the snapshot of the source environment in a snapshot database repository.

Abstract: Disclosed herein are regulated power supplies. The power source delivers power to a system load and includes battery units. The power source also includes power flow devices coupled to the battery units that are configured to provide power from the battery units to the system load. Each power flow device corresponds to a respective one of the battery units and includes a one direction current flow device connected in series with a current regulator between the respective battery unit and the system load.

Abstract: A method of assembly includes forming a first member to include a plurality of elastically deformable locating protrusions extending outward from an exterior surface of the first member. A locating protrusion is an elongate member having an arcuate portion, a first linear leg portion extending from a first arc end, and a second leg portion extending from a second arc end. The method additionally includes forming a second member to include a plurality of elastically deformable compression features. The locating protrusions are inserted in press fit engagement with the plurality of compression features such that the first member and the second member are secured relative to each other and the average of the elastic deformation between all of the plurality of locating protrusions and all of the plurality of compression features precisely aligns the first member relative to the second member.

Abstract: Disclosed herein are regulated power supplies. The power source delivers power to a system load and includes battery units. The power source also includes power flow devices coupled to the battery units that are configured to provide power from the battery units to the system load. Each power flow device corresponds to a respective one of the battery units, and includes a one direction current flow device connected in series with a current regulator between the respective battery unit and the system load.

Abstract: Disclosed are nutritional compositions including 2?-fucosyllactose (2?-FL) in combination with lutein and RRR-alpha-tocopherol. The nutritional compositions are useful for improving at least one of gut function, health, and development in an individual. In certain embodiments, the nutritional compositions can improve growth or maturation of the gut, as well as promote a healthy balance of beneficial bacteria in the gastrointestinal tract thereby treating and/or preventing formula intolerance or other gastrointestinal diseases and/or disorders resulting from suboptimal gastrointestinal flora population/balance.

Abstract: One aspect of the invention refers to an oral pharmaceutical composition comprising the MDM2-antagonist of formula I in a dose range of 30 mg to 45 mg for use in the treatment of cancer, wherein this oral pharmaceutical composition is administered in a treatment cycle of once every three weeks (D1 q3w), wherein this treatment cycle of once every three weeks (D1 q3w) may be repeated that many times as considered beneficial for the patient from a medical point of view. Another aspect of the invention refers to an MDM2-antagonist of formula I for use in the first line systemic treatment (primary treatment) of dedifferentiated liposarcoma. A further aspect of the invention refers to the use of the MDM2-antagonist of formula I for the manufacture of a medicament for the treatment of a p53-wildtype and non-MDM2-amplified form of cancer.