SELF-SUPERVISED LEARNING FOR AUDIO PROCESSING

    公开(公告)号:US20250118291A1

    公开(公告)日:2025-04-10

    申请号:US18832864

    申请日:2023-01-30

    Applicant: Google LLC

    Abstract: Methods, computer systems, and apparatus, including computer programs encoded on computer storage media, for training an audio-processing neural network that includes at least (1) a first encoder network having a first set of encoder network parameters and (2) a decoder network having a set of decoder network parameters. The system obtains a set of un-labeled audio data segments, and generates, from the set of un-labeled audio data segments, a set of encoder training examples. The system performs training of a second encoder neural network that includes at least the first encoder neural network on the set of generated encoder training examples. The system also obtains one or more labeled training examples, and performs training of the audio-processing neural network on the labeled training examples.

Patent Agency Ranking