Abstract: Privacy-preserving methods, systems, and media for personalized sound discovery within an environment are provided. In some embodiments, a computer-implemented method for personalized sound discovery is provided, the method comprising: receiving, on a computing device in an environment, a sound recording of sounds in the environment; determining, using one or more pre-trained sound models of a personalization module, an embedding of the sound recording and a predicted sound class that the sound recording likely belongs; transmitting a notification to a user device that indicates the received sound recording, wherein the notification prompts a user of the user device to indicate whether to personalize the sound recording; receiving a label corresponding to the received sound recording from the user of the user device; and updating the one or more pre-trained sound models based on the received label, the embedding, and the predicted sound class of the sound recording.

Abstract: Embodiments of the present invention provide a method and a device for processing location information of a fault point. The method includes: obtaining, by an ingress node of an LDP LSP, first location information of a fault point on a link traversed by the LDP LSP, where the first location information of the fault point includes an identifier of an upstream node of the fault point and an identifier of an interface that is connected to the fault point and located on the upstream node of the fault point; and providing the first location information of the fault point to a user so that the user determines a location of the fault point corresponding to an LDP LSP fault. Therefore, the location of the fault point corresponding to the LDP LSP fault can be determined, and efficiency of troubleshooting specific to the LDP LSP fault can be improved.

Abstract: Embodiments of the present invention provide a method and a device for processing location information of a fault point. The method includes: obtaining, by an ingress node of an LDP LSP, first location information of a fault point on a link traversed by the LDP LSP, where the first location information of the fault point includes an identifier of an upstream node of the fault point and an identifier of an interface that is connected to the fault point and located on the upstream node of the fault point; and providing the first location information of the fault point to a user so that the user determines a location of the fault point corresponding to an LDP LSP fault. Therefore, the location of the fault point corresponding to the LDP LSP fault can be determined, and efficiency of troubleshooting specific to the LDP LSP fault can be improved.