Learning data generating device, learning data generating method, learning device, learning method, data structure, information processor, and acoustic treatment device
AssigneeSony Group Corporation
InventorsYuki Yamamoto, Yuji Tokozume
Life of this patent
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Abstract
Provided is a learning data generating device that generates learning data used for learning of a machine learning model. The learning data generating device includes a data acquisition unit that acquires input data and a conversion unit that converts the input data into learning data by performing processing on the input data on the basis of a characteristic difference between a characteristic corresponding to a first condition and a characteristic corresponding to a second condition different from the first condition.
Claims9
A learning data generating device, comprising:
- a data acquisition unit configured to acquire input data from a plurality of sensors;
- and
- a conversion unit configured to:
- process the input data based on characteristic difference between a first transfer characteristic and a second transfer characteristic, wherein
- the first transfer characteristic corresponds to a layout of a first sensor of the plurality of sensors, and
- the second transfer characteristic corresponds to a layout of a second sensor of the plurality of sensors;
- and
- convert the input data into learning data based on the processed input data, wherein the learning data is for learning of a machine learning model.
A learning data generating method, comprising:
- acquiring input data from a plurality of sensors;
- processing the input data based on a characteristic difference between a first transfer characteristic and a second transfer characteristic, wherein
- the first transfer characteristic corresponds to a layout of a first sensor of the plurality of sensors, and
- the second transfer characteristic corresponds to a layout of a second sensor of the plurality of sensors;
- and
- converting the input data into learning data based on the processing of the input data, wherein the learning data is for learning of a machine learning model.
An information processor, comprising:
- a learning data generating device that comprises:
- a data acquisition unit configured to acquire input data from a plurality of sensors;
- and
- a conversion unit configured to:
- process the input data based on a characteristic difference between a first transfer characteristic and a second transfer characteristic, wherein
- the first transfer characteristic corresponds to a layout of a first sensor of the plurality of sensors, and
- the second transfer characteristic corresponds to a layout of a second sensor of the plurality of sensors;
- and
- convert the input data into learning data based on the processed input data, wherein the learning data is for learning of a machine learning model.
An acoustic treatment device, comprising:
- a plurality of sensors;
- a learning data generating device that comprises:
- a data acquisition unit configured to acquire input data from the plurality of sensors;
- and
- a conversion unit configured to:
- process the input data based on a characteristic difference between a first transfer characteristic and a second transfer characteristic, wherein
- the first transfer characteristic corresponds to a layout of a first sensor of the plurality of sensors, and
- the second transfer characteristic corresponds to a layout of a second sensor of the plurality of sensors;
- and
- convert the input data into learning data based on the processed input data, wherein the learning data is for learning of a machine learning model;
- a specific sound detection unit configured to detect a specific sound based on the machine learning model, wherein the input data includes the specific sound;
- and
- a processing unit configured to execute a specific processing on the detected specific sound.
Dependencies are inferred from the claim text.