Probabilistic generation of speaker diarization data
AssigneeNVIDIA Corporation
InventorsTae Jin PARK, He HUANG, Jagadeesh BALAM
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Abstract
In various examples, a technique for generating a simulated multi-speaker recording includes determining a first rate at which a first speech-based attribute occurs within a first portion of the simulated multi-speaker recording. The technique also includes computing a first difference between the first rate and a first target rate for the first speech-based attribute. The technique further includes determining, based at least on the first difference, a second rate at which the first speech-based attribute is to occur within a second portion of the simulated multi-speaker recording and generating the second portion of the simulated multi-speaker recording based at least on the second rate.
Claims20
A method comprising:
- determining a first rate at which a first speech-based attribute occurs within a first portion of a simulated multi-speaker recording;
- computing a first difference between the first rate and a first target rate for the first speech-based attribute;
- determining, based at least on the first difference, a second rate at which the first speech-based attribute is to occur within a second portion of the simulated multi-speaker recording;
- and
- generating the second portion of the simulated multi-speaker recording based at least on the second rate.
One or more processors comprising:
- one or more circuits to perform operations comprising:
- determining a first rate at which a first speech-based attribute occurs within a first portion of a simulated multi-speaker recording;
- computing a first difference between the first rate and a first target rate for the first speech-based attribute;
- determining, based at least on the first difference, a second rate at which the first speech-based attribute is to occur within a second portion of the simulated multi-speaker recording;
- and
- generating the second portion of the simulated multi-speaker recording based at least on the second rate.
A system comprising:
- one or more processing units to perform operations comprising:
- determining a first rate at which a first speech-based attribute occurs within a first portion of a simulated multi-speaker recording;
- computing a first difference between the first rate and a first target rate for the first speech-based attribute;
- determining, based at least on the first difference, a second rate at which the first speech-based attribute is to occur within a second portion of the simulated multi-speaker recording;
- and
- generating the second portion of the simulated multi-speaker recording based at least on the second rate.
Dependencies are inferred from the claim text.