Computer-implemented method and computer system for configuring a pretrained text to music AI model and related methods
US12118976B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Mar 29, 2024 |
| Grant date | Oct 15, 2024 |
| Priority date | — |
| Expiry date | Mar 29, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG10L13/027
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The method involves configuring a pretrained text to music AI model that includes a neural network implementing a diffusion model. The process includes receiving audio sample data corresponding to a specific audio concept, generating a concept identifier token based on the audio sample data, adapting a loss function of the diffusion model based on the concept identifier token, selecting pivotal parameters in weight matrices in a self-attention layer of the neural network of the AI model based on the audio sample data, and further training the pivotal parameters of the AI model, to optimize the AI model for the specific audio concept.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.