BRAINDECK INC. filed patent application US20260087313A1 disclosing an AI-based deepfake music detection apparatus. The system comprises five components: an input unit for receiving audio data, a feature extracting unit, a voice separation detecting unit that calculates the probability of voice separation processing having been applied, a neural vocoder detecting unit that evaluates the likelihood of synthetic voice generation via neural vocoder, and a deepfake determining unit. CPC classifications include G06N 3/0455 (neural network architectures) and G06N 3/094 (neural network learning methods).

Patent applications do not impose compliance obligations on third parties. Technology companies developing audio content platforms, music streaming services, or AI synthesis tools should monitor this application to understand BRAINDECK's claimed detection methodology and assess potential implications for their own product development or defensive IP strategies. No action is required as this is an administrative patent publication.