Abstract: The present invention provides a noise modeling method to improve the speech recognition quality to help the recognition system perform better in real-life environments. With this method, we not only add noise to the training audio signal to simulate different environments, but we also add noise labels to the speech transcripts. Since then, the recognition model will perform better in different environments and increase the accuracy of the recognition model.

Abstract: The present invention provides a method for speech separation and recognition. The present invention overcomes the disadvantages of the existing techniques by providing automatic speech recognition and separation that helps managers see what their service agents and customers are saying. From there, quickly and objectively knowing the wishes and concerns of customers as well as whether their service agents can give accurate and correct advice. In addition, the system is constantly updated based on the semi-supervised training mechanism, which means that the system can self-learn from actual data during operation, thereby helping to improve the system's accuracy.

Abstract: A vaporizer pen case may include an enclosure, a battery receptacle within the enclosure, a pod receptacle within the enclosure, a charging battery within the enclosure, an electronic locking mechanism that locks the enclosure closed, a communication device within the enclosure, and a processing device within the enclosure. The processing device may be electronically coupled to the charging battery to control charging of a vaporizer pen battery inserted into the battery receptacle. The processing device may be electronically coupled to the communication device. The processing device may communicate with the mobile device via the communication device to control settings of the processing device. The processing device may communicate via the communication device with a separate processing device in the vaporizer pen to control various settings of the vaporizer pen. The processing device and/or the mobile device may control the locking mechanism.

Abstract: A vaporization apparatus includes a control unit configured to receive a pod or cartridge. The control unit is configured to communicate with the pod or cartridge. The vaporization apparatus further includes an electronic controller configured to authorize use of the control unit to vaporize a substance within the pod or cartridge.

Abstract: In an embodiment, a modular space transformer for use in a probe card assembly includes a bottom plate, a guide plate, and a top plate. The guide plate is configured for mounting in a cut-out of the bottom plate. The guide plate has a first surface and a second surface and additionally has a first plurality of spaced electrical connections disposed in a plurality of apertures formed through the guide plate for providing electrical connections between a plurality of test probe contacts and a plurality of guide plate contacts. The top plate has a plurality of spaced electrical contacts disposed through the top plate with at least one of the plurality of guide plate contacts electrically connected to at least one of the plurality of spaced electrical contacts.

Abstract: In an embodiment, a modular space transformer for use in a probe card assembly includes a bottom plate, a guide plate, and a top plate. The guide plate is configured for mounting in a cut-out of the bottom plate. The guide plate has a first surface and a second surface and additionally has a first plurality of spaced electrical connections disposed in a plurality of apertures formed through the guide plate for providing electrical connections between a plurality of test probe contacts and a plurality of guide plate contacts. The top plate has a plurality of spaced electrical contacts disposed through the top plate with at least one of the plurality of guide plate contacts electrically connected to at least one of the plurality of spaced electrical contacts.

Abstract: Methods are provided for shaping, maintaining the shape of, and cleaning a probe tip using a pad such as a multi-layer adhesive and abrasive pad. The multi-layer adhesive and abrasive pad may be formed from layers of adhesive material having abrasive particles in-between each layer. Using the pad, probe tips may be shaped as desired from an unfinished probe stock, substantially limiting the use of relatively expensive conventional machining operations. Further, the pad may also be used to maintain probe tips in a desired operating shape. Still further, the pad may be used to clean accumulated debris from the probe tip. Preferably, the maintenance and cleaning operations are performed on-line, with the probes operatively installed in connection with testing machinery.

Abstract: Methods are provided for shaping, maintaining the shape of, and cleaning a probe tip using a pad such as a multi-layer adhesive and abrasive pad. The multi-layer adhesive and abrasive pad may be formed from layers of adhesive material having abrasive particles in-between each layer. Using the pad, probe tips may be shaped as desired from an unfinished probe stock, substantially limiting the use of relatively expensive conventional machining operations. Further, the pad may also be used to maintain probe tips in a desired operating shape. Still further, the pad may be used to clean accumulated debris from the probe tip. Preferably, the maintenance and cleaning operations are performed on-line, with the probes operatively installed in connection with testing machinery.

Abstract: A method and apparatus is provided for cleaning and shaping a probe tip using a multi-layer adhesive and abrasive pad. The multi-layer adhesive and abrasive pad is constructed on the surface of a support structure, such as a silicon wafer, and is made of an adhesive in contact with abrasive particles. Adhesive is applied in layers with abrasive particles in-between each layer of adhesive. Abrasive particles may vary in size and material from layer to layer to achieve cleaning, shaping and polishing objectives.

Abstract: A method and apparatus is provided for cleaning and shaping a probe tip using a multi-layer adhesive and abrasive pad. The multi-layer adhesive and abrasive pad is constructed on the surface of a support structure, such as a silicon wafer, and is made of an adhesive in contact with abrasive particles. Adhesive is applied in layers with abrasive particles in-between each layer of adhesive. Abrasive particles may vary in size and material from layer to layer to achieve cleaning, shaping and polishing objectives.