Iterative audio ai validation and enhancement system
AssigneeInternational Business Machines Corporation
InventorMikael Hillborg
Life of this patent
Estimating the term…
Abstract
A method, system, computer program product and computer program for enhancing an artificial intelligence, AI, audio system, the method comprising: receiving at least one audio test case, the at least one test case comprising a set of sound components; generating at least one an alternative audio test case, wherein generating comprises using a generative AI model to provide a first modification to the at least one test case; challenging the external audio AI with the at least one audio test case, and with the at least one alternative audio test case to determine a set of results; and comparing the results, using a distance function, to determine if the respective modification causes a problem in the external AI audio system.
Claims20
A computer implemented method for enhancing an artificial intelligence, AI, audio system, the method comprising:
- receiving at least one audio test case, the at least one test case comprising a set of sound components;
- generating at least one an alternative audio test case, wherein generating comprises using a generative AI model to provide a first modification to the at least one test case;
- challenging the external AI audio system with the at least one audio test case, and with the at least one alternative audio test case to determine a set of results;
- and
- comparing the results, using a distance function, to determine if the respective modification causes a problem in the external AI audio system.
A system for enhancing an external artificial intelligence, AI, audio system, the system comprising:
- a memory;
- at least one processor in communication with memory;
- and program instructions executable by one or more processor via the memory to perform a method comprising:
- receiving at least one audio test case, the at least one test case comprising a set of sound components;
- generating at least one an alternative audio test case, wherein generating comprises using a generative AI model to provide a first modification to the at least one test case;
- and
- challenging the external audio AI with the at least one audio test case, and with the at least one alternative audio test case to determine a set of results;
- and
- comparing the results, using a distance function, to determine if the respective modification causes a problem in the external AI audio system.
A computer program product for enhancing an external artificial intelligence, AI, audio system, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform a method comprising:
- receiving at least one audio test case, the at least one test case comprising a set of sound components;
- generating at least one an alternative audio test case, wherein generating comprises using a generative AI model to provide a first modification to the at least one test case;
- challenging the external audio AI system with the at least one audio test case, and with the at least one alternative audio test case to determine a set of results;
- and
- comparing the results, using a distance function, to determine if the respective modification causes a problem in the external AI audio system.
Dependencies are inferred from the claim text.