Abstract: A method of training a speech recognition model is provided. The method includes that: speech data of each of a plurality of training samples is inputted into a teacher model and a to-be-trained speech recognition model separately. Additionally, an embedding outputted by the teacher model and encoded data outputted by the to-be-trained speech recognition model are obtained. Furthermore, quantized codebook data is obtained by performing a multi-codebook quantization on the embedding. A loss is calculated based on the encoded data, the quantized codebook data, and text data in the training sample. Moreover, a trained speech recognition model is obtained by stopping training the to-be-trained speech recognition model when the loss is less than or equal to a preset loss threshold and/or trained times is greater than preset trained times.

Abstract: A control system for use at a mobile device to control a digital key system of a vehicle, wherein the digital key system is implemented according to a predetermined vehicle digital key specification to enable one or more vehicle functions to be performed at the vehicle without using a physical key for the vehicle, and wherein the control system, when executed by a processor of the mobile device, is arranged to: communicate, in accordance with the predetermined vehicle digital key specification, with the digital key system via at least one short range communication protocol to cause performance of at least one of the one or more vehicle functions; and provide a secured software runtime environment at the mobile device for the control system to perform one or more secured operations, the one or more secured operations including the control system acting as a software root of trust, in accordance with the predetermined vehicle digital key specification, for performance of at least one of the one or more vehicle

Abstract: A vehicle interior component configured to provide an opening for airbag deployment is disclosed. The component may comprise a substrate and a cover structure comprising a single-layer cover comprising a generally uniform outer surface and an inner surface comprising a line such as a seam/tear line; the line may comprise sections and/or a set of cavities; the line may be not readily perceptible at the outer surface; the line may comprise an opening section and a groove connecting cavities; the line may comprise an intermediate section and a transition section. The cover structure may comprise a molded cover such as a single-layer molded cover/skin. A cavity may comprise a depth and facets. The cover structure/cover may consist essentially of a resin material. The component may comprise a trim panel, instrument panel, door panel, etc. A method for forming a component comprising the cover structure comprising a single-layer cover comprising cavities in a mold is also disclosed.

Abstract: Systems and methods for persistent operations include a host and a memory system. The memory system, upon receiving a Persistent Write command and associated write data from the host, performs a Persistent Write of the write data to a non-volatile memory in the memory system based on the Persistent Write command. The memory system may also a receive a write identification (WID) associated with the Persistent Write command from the host and provide, upon successful completion of the Persistent Write, a Persistent Write completion indication along with the associated WID to the host.

Abstract: The present invention provides a copper billet horizontal continuous casting apparatus with a vertical shaft furnace for smelting and a corresponding process. The copper billet horizontal continuous casting apparatus with a vertical shaft furnace for smelting includes: a vertical shaft, a refining furnace, a mixing furnace, a holding furnace, and a continuous casting furnace; wherein the refining furnace includes a furnace body, and a gas flushing device disposed beneath the furnace body, a gas flushing brick is provided at the chamber bottom wall of the furnace body; a gas inlet device is provided on the vertical shaft furnace; the vertical shaft furnace further includes a detecting device and an adjusting device which are connected with the air inlet device.

Abstract: The present invention provides a copper billet horizontal continuous casting apparatus with a vertical shaft furnace for smelting and a corresponding process. The copper billet horizontal continuous casting apparatus with a vertical shaft furnace for smelting includes: a vertical shaft, a refining furnace, a mixing furnace, a holding furnace, and a continuous casting furnace; wherein the refining furnace comprises a furnace body, and a gas flushing device disposed beneath the furnace body, a gas flushing brick is provided at the chamber bottom wall of the furnace body; a gas inlet device is provided on the vertical shaft furnace; the vertical shaft furnace further includes a detecting device and an adjusting device which are connected with the air inlet device.

Abstract: A component for a vehicle interior configured to provide an opening for airbag deployment through the opening is disclosed. The component may comprise a substrate and a cover comprising a generally uniform outer/exterior surface and an inner surface comprising a line not readily perceptible at the outer surface to provide a tear line for the opening. The line may comprise an opening section comprising a set of cavities and a groove connecting at least two cavities. The line may comprise an intermediate section comprising a set of cavities and a transition section comprising a set of cavities. The cover be molded. A cavity may comprise a depth within the inner surface of the cover and a set of facets. The component may comprise a trim panel, instrument panel or door panel. A method for forming a component comprising cavities and a groove in a mold is also disclosed.

Abstract: Systems and methods for persistent operations include a host and a memory system. The memory system, upon receiving a Persistent Write command and associated write data from the host, performs a Persistent Write of the write data to a non-volatile memory in the memory system based on the Persistent Write command. The memory system may also a receive a write identification (WID) associated with the Persistent Write command from the host and provide, upon successful completion of the Persistent Write, a Persistent Write completion indication along with the associated WID to the host.

Abstract: A processing system for performing persistent write operations comprises a host and a memory system. The memory system, upon receiving a Persistent Write command and associated write data from the host, performs a Persistent Write of the write data to a non-volatile memory in the memory system based on the Persistent Write command. The memory system may also a receive a write identification (WID) associated with the Persistent Write command from the host and provide, upon successful completion of the Persistent Write, a Persistent Write completion indication along with the associated WID to the host. Persistent Write completion indications may be provided to the host in a different order from an order in which corresponding commands were received. Statuses of Persistent Write commands may be maintained in a completed bitmap or a pending bitmap. A FLUSH command may be provided to indicate that all prior writes buffered in volatile media are to be pushed to non-volatile or persistent memory.

Abstract: A component for a vehicle interior is disclosed. The component may be formed from a composition comprising polyketone resin in a range of less than about 40 percent by weight, compatible resin, copolymer, compatibilizer and reinforcing material. An effect on a surface of the component is provided by the composition as a result of crystallinity and half-time of crystallization. The composition may provide crystallinity above about 15 percent and half-time crystallization above about 42 seconds. The component may provide crystallinity in a range of between about 17 to 26 percent. The effect provided by crystallinity and crystallization rate of the composition may comprise a substantially consistent visual effect at the surface of the component. The composition may comprise a polyketone composite material. A method of forming the component providing the crystallinity for the visual surface effect from the composition in a tool as a molded part is also disclosed.

Abstract: In non-energy-backed memory with persistent storage, a complex protocol is required to handle persistent writes. To address this issue, it is proposed to provide a simple protocol to handle persistent writes in energy-backed memory with persistent storage.

Abstract: Systems and methods for synchronizing write credits between a host device and a media controller of a memory system comprising a non-volatile memory (NVM), wherein the host device is configured to maintain a write credit (WC) counter implemented in a memory controller of the host device. The WC counter tracks and limits the number of outstanding write commands which may be issued to the NVM. The host device may query the memory system to obtain status of the available write buffer space in the media controller, and adjust the WC counter based on any detected errors in the write buffer space reported in metadata of read packets sent from the memory system.

Abstract: Aspects of the disclosure are directed to providing a single data rate (SDR) mode or a double data rate (DDR) mode to a Registering Clock Drive (RCD) for a memory. Accordingly, the apparatus and method may include determining data rate mode selection criteria; selecting a data rate mode based on the data rate mode selection criteria; configuring a host interface for the data rate mode; and configuring an RCD input interface for the data rate mode. In one aspect, the apparatus and method further include activating a clock signal on the host interface and on the RCD input interface; transferring data from the host interface to the RCD input interface using the clock signal; and transferring the data from an RCD output interface using the clock signal in either 1N mode or 2N mode. And, the data rate mode is one of the SDR mode or the DDR mode.

Abstract: A transmitter for a car includes a cable, a housing and a mounting member. The housing includes therein a magnetic member, a circuit board, a Bluetooth module, an FM transmitting module, and a control module that are electrically connected to the circuit board. The cable is electrically connected to the circuit board. The mounting member is rotatable with respect to the housing. After the Bluetooth module is connected to the electronic device, the control module is used to receive an audio file transmitted from the electronic device through the Bluetooth module, and process the audio file into audio signals. The control module is further used to transmit the audio signals to the FM transmitting module, and the FM transmitting module is used to transmit the audio signals to a car radio of the car.

Abstract: A transmitter for a car includes a cable, a housing and a mounting member. The housing includes therein a magnetic member, a circuit board, a Bluetooth module, an FM transmitting module, and a control module that are electrically connected to the circuit board. The cable is electrically connected to the circuit board. The mounting member is rotatable with respect to the housing. After the Bluetooth module is connected to the electronic device, the control module is used to receive an audio file transmitted from the electronic device through the Bluetooth module, and process the audio file into audio signals. The control module is further used to transmit the audio signals to the FM transmitting module, and the FM transmitting module is used to transmit the audio signals to a car radio of the car.

Abstract: Providing extended dynamic random access memory (DRAM) burst lengths in processor-based systems is disclosed. In one aspect, a processor-based system includes a DRAM circuit (e.g., disposed on a common x4/x8 die) providing 4-bit-wide data access (“x4”) and a 128-bit internal data prefetch. When operated in a x4 mode, the DRAM circuit is configured to provide an extended DRAM burst length of 32 bits (“BL32”). The DRAM circuit receives a memory read request from a memory controller communicatively coupled to the DRAM circuit, prefetches 128 bits of data, and returns all of the 128 bits of fetched data to the memory controller in response to the memory read request. In some aspects, the DRAM circuit may also receive a memory write command including 128 bits of write data from the memory controller, and write the 128 bits of write data to memory without performing a read/modify/write (RMW) operation.

Abstract: In non-energy-backed memory with persistent storage, a complex protocol is required to handle persistent writes. To address this issue, it is proposed to provide a simple protocol to handle persistent writes in energy-backed memory with persistent storage.

Abstract: Systems and methods for synchronizing write credits between a host device and a media controller of a memory system comprising a non-volatile memory (NVM), wherein the host device is configured to maintain a write credit (WC) counter implemented in a memory controller of the host device. The WC counter tracks and limits the number of outstanding write commands which may be issued to the NVM. The host device may query the memory system to obtain status of the available write buffer space in the media controller, and adjust the WC counter based on any detected errors in the write buffer space reported in metadata of read packets sent from the memory system.

Abstract: Systems and methods for persistent operations include a host and a memory system. The memory system, upon receiving a Persistent Write command and associated write data from the host, performs a Persistent Write of the write data to a non-volatile memory in the memory system based on the Persistent Write command The memory system may also a receive a write identification (WID) associated with the Persistent Write command from the host and provide, upon successful completion of the Persistent Write, a Persistent Write completion indication along with the associated WID to the host.