Intelligibility analysis using automatic speech recognition
AssigneeInternational Business Machines Corporation
InventorsRaquel Norel, Guillermo Cecchi, Bo Wen
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Abstract
Intelligibility analysis of a speech recording is provided. A first transcript for the speech recording is generated using a first automatic speech recognition (ASR) model. A second transcript for the speech recording is provided. The first transcript and the second transcript are compared. An intelligibility score is determined based on the comparing the first transcript and the second transcript.
Claims20
A method for intelligibility analysis of a speech recording, the method comprising:
- providing the speech recording;
- generating a first transcript for the speech recording using a first automatic speech recognition (ASR) model;
- providing a second transcript for the speech recording;
- comparing the first transcript and the second transcript;
- and
- determining an intelligibility score based on the comparing the first transcript and the second transcript.
A system for intelligibility analysis of a speech recording, the system comprising:
- a storage device storing program instructions;
- and
- a processor operatively connected to the storage device, the processor configured to execute the program instructions to perform operations comprising:
- providing the speech recording;
- generating a first transcript for the speech recording using a first automatic speech recognition (ASR) model;
- providing a second transcript for the speech recording;
- comparing the first transcript and the second transcript;
- and
- determining an intelligibility score based on the comparing the first transcript and the second transcript.
A computer program product for intelligibility analysis of a speech recording, the computer program product comprising one or more computer readable storage media having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to perform operations comprising:
- providing the speech recording;
- generating a first transcript for the speech recording using a first automatic speech recognition (ASR) model;
- providing a second transcript for the speech recording;
- comparing the first transcript and the second transcript;
- and
- determining an intelligibility score based on the comparing the first transcript and the second transcript.
Dependencies are inferred from the claim text.