METHODS AND SYSTEMS FOR CREATING A SYNTHETIC SPEECH DETECTION ALGORITHM AND ENHANCING DETECTION OF FRAUDULENT AUDIO DATA USING THE ALGORITHM

    公开(公告)号:EP4492376A1

    公开(公告)日:2025-01-15

    申请号:EP24187562.4

    申请日:2024-07-09

    Abstract: A method of creating an algorithm to enhance detection of fraudulent audio data is provided that includes generating, by an electronic device, audio data using a synthetic speech creation algorithm, processing the generated audio data using a synthetic speech detection algorithm, determining whether the synthetic speech detection algorithm detects the generated audio data, generating additional audio data using the synthetic speech creation algorithm, and creating a database including the generated audio data and genuine data. When the synthetic speech detection algorithm failed to detect the generated audio data, the synthetic speech detection algorithm is divided into a first algorithm and a second algorithm. The second algorithm is fine-tuned using the data in the created database. The first algorithm and the fine-tuned second algorithm are combined to create a fine-tuned synthetic speech detection algorithm for enhancing detection of fraudulent audio data generated by the synthetic speech creation algorithm.

Patent Agency Ranking