Apparatus and method for determining brain language area invasion based on speech data
AssigneesThe Catholic University of Korea Industry-Academic Cooperation Foundation, University of Seoul Industry Cooperation Foundation
InventorsSeung Ho Yang, Young Il Kim, Ha Jin Yu
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Abstract
Disclosed is a language area invasion determination apparatus including a memory unit including a language area invasion determination model, and a processor that controls an operation of the language area invasion determination model included in the memory unit. The processor trains the language area invasion determination model by using one or more training utterance data and outputs language area invasion determination data of an examiner by using test utterance data and the trained language area invasion determination model. The training utterance data and the test utterance data include utterance speech data of a speaker.
Claims20
A language area invasion determination apparatus comprising:
- a memory unit including a language area invasion determination model;
- and
- a processor configured to control an operation of the language area invasion determination model included in the memory unit,
- wherein the processor is configured to:
- train the language area invasion determination model by using one or more training utterance data;
- and
- output language area invasion determination data of an examiner by using test utterance data and the trained language area invasion determination model, and
- wherein the training utterance data and the test utterance data include utterance speech data of a speaker,
- wherein the language area invasion determination data comprise language area invasion-related data and detailed invasion area data,
- wherein the language area invasion-related data indicate whether a brain language area, which encompasses one or more detailed areas, is invaded by lesions, and the language area invasion-related data are expressed as the brain language area being invaded when a probability value regarding whether the language area is invaded is greater than or equal to a predetermined value, and
- wherein the detailed invasion area data indicate whether each area of the one or more detailed areas is invaded, and the detailed invasion area data are expressed as each area of the one or more detailed areas being invaded when a probability value regarding whether each area of the one or more detailed areas is invaded is greater than or equal to the predetermined value.
A method performed by a language area invasion determination apparatus, method comprising:
- training a language area invasion determination model by using one or more training utterance data;
- and
- outputting language area invasion determination data of an examiner by using test utterance data and the trained language area invasion determination model, and
- wherein the training utterance data and the test utterance data include utterance speech data of a speaker,
- wherein the language area invasion determination data comprise language area invasion-related data and detailed invasion area data,
- wherein the language area invasion-related data indicate whether a brain language area, which encompasses one or more detailed areas, is invaded by lesions, and the language area invasion-related data are expressed as the brain language area being invaded when a probability value regarding whether the language area is invaded is greater than or equal to a predetermined value, and
- wherein the detailed invasion area data indicate whether each area of the one or more detailed areas is invaded, and the detailed invasion area data are expressed as each area of the one or more detailed areas being invaded when a probability value regarding whether each area of the one or more detailed areas is invaded is greater than or equal to the predetermined value.
Dependencies are inferred from the claim text.