Abstract: The present disclosure relates to a dog leash with embedded waste management system and is configured to allow for safe and efficient sanitary bag dispensing. More specifically, the dog leash comprises a stationary internal storage compartment that allows a handler to remove a sanitary bag from a roll while maintaining control of their pet.

Abstract: A method of transcript generation may include obtaining, from a device, audio data of a communication session between the device and another device. The method may also include directing the audio data to an automatic speech recognition system configured to generate transcript data that includes a transcription of the audio data. The method may further include providing the transcript data from the automatic speech recognition system to a large language model for the large language model to correct errors in the transcript data. Additionally, the method may include in response to providing the transcript data to the large language model, obtaining, from the large language model, correction data that includes correction of errors in the transcript data and directing, to the device, data based on the correction data.

Abstract: Systems and methods are disclosed herein for discerning aspects of user speech to determine user intent and/or other acoustic features of a sound input without the use of an ASR engine. To this end, a processor may receive a sound signal comprising raw acoustic data from a client device, and divides the data into acoustic units. The processor feeds the acoustic units through a first machine learning model to obtain a first output and determines a first mapping, using the first output, of each respective acoustic unit to a plurality of candidate representations of the respective acoustic unit. The processor feeds each candidate representation of the plurality through a second machine learning model to obtain a second output, determines a second mapping, using the second output, of each candidate representation to a known condition, and determines a label for the sound signal based on the second mapping.

Abstract: An integrated pet leash comprising a pet restraint, handle, retractors fastened to the outer side of the collar, and flexible elongated members. The flexible elongated members are coupled between the ends of the handle and the retractors. The retractors exert a force on the flexible elongated members toward the restraint. Additionally, the handle may include a detachable fastener to lock the collar-leash to poles, fence posts, parking meters, and the like.

Abstract: An integrated pet leash comprising a pet restraint, handle, retractors fastened to the outer side of the collar, and flexible elongated members. The flexible elongated members are coupled between the ends of the handle and the retractors. The retractors exert a force on the flexible elongated members toward the restraint. Additionally, the handle may include a detachable fastener to lock the collar-leash to poles, fence posts, parking meters, and the like.

Abstract: An integrated pet leash comprising a pet restraint, handle, retractors fastened to the outer side of the collar, and flexible elongated members. The flexible elongated members are coupled between the ends of the handle and the retractors. The retractors exert a force on the flexible elongated members toward the restraint. Additionally, the handle may include a detachable fastener to lock the collar-leash to poles, fence posts, parking meters, and the like.