Language models using spoken language modeling
US-2024386885-A1 · Nov 21, 2024 · US
US9691377B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9691377-B2 |
| Application number | US-201314142210-A |
| Country | US |
| Kind code | B2 |
| Filing date | Dec 27, 2013 |
| Priority date | Jul 23, 2013 |
| Publication date | Jun 27, 2017 |
| Grant date | Jun 27, 2017 |
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A method on a mobile device for voice recognition training is described. A voice training mode is entered. A voice training sample for a user of the mobile device is recorded. The voice training mode is interrupted to enter a noise indicator mode based on a sample background noise level for the voice training sample and a sample background noise type for the voice training sample. The voice training mode is returned to from the noise indicator mode when the user provides a continuation input that indicates a current background noise level meets an indicator threshold value.
Opening claim text (preview).
We claim: 1. A computer-implemented method comprising: receiving audio data while a mobile device is (i) in a voice training mode in which a speaker is prompted to provide one or more samples of the speaker's voice and (ii) displaying a voice training user interface; determining a background noise level associated with the audio data; determining that the background noise level associated with the audio data is greater than or equal to a predetermined threshold value; in response to determining that the background noise level associated with the audio data is greater than or equal to the predetermined threshold, switching the mobile device from the voice training mode to a background noise indicator mode in which the mobile device (i) displays a background noise indicator user interface that is configured to display a background noise level associated with audio data that is received while the mobile device is in the background noise indicator mode and (ii) is configured to not process a sample of the speaker's voice; and providing, for display by the mobile device, the background noise indicator user interface. 2. The method of claim 1 , comprising: receiving additional audio data while the mobile device is in the background noise indicator mode; determining a background noise level associated with the additional audio data; and based on the background noise level associated with the additional audio data, updating the background noise indicator user interface. 3. The method of claim 2 , wherein updating the background noise indicator user interface comprises: updating a needle of a dial type interface of the background noise indicator user interface, wherein the needle represents the background noise level associated with the additional audio data. 4. The method of claim 1 , comprising: receiving additional audio data while the mobile device is in the background noise indicator mode; determining a background noise level associated with the additional audio data; determining that the background noise level associated with the additional audio data is less than the predetermined threshold value; based on determining that the background noise level associated with the additional audio data is less than the predetermined threshold value, providing, for display in the background noise indicator user interface, a selectable indicator that is configured to switch the mobile device to the voice training mode upon selection by the speaker; receiving data that indicates a selection of the selectable indicator; and in response to receiving the data that indicates the selection of the selectable indicator, switching the mobile device from the background noise indicator mode to the voice training mode. 5. The method of claim 1 , wherein the background noise indicator user interface includes a noise indicator that represents the background noise level associated with the audio data that is received while the mobile device is in the background noise indicator mode and one or more indicator thresholds, one of which represents the predetermined threshold value. 6. The method of claim 1 , comprising: receiving additional audio data while the mobile device is in the background noise indicator mode; determining a background noise level associated with the additional audio data; determining that the background noise level associated with the additional audio data is greater than or equal to the predetermined threshold value; and based on determining that the background noise level associated with the additional audio data is greater than or equal to the predetermined threshold value, updating the background noise indicator user interface to indicate the background noise level in the additional audio data. 7. A system comprising: one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising: receiving audio data while a mobile device is (i) in a voice training mode in which a speaker is prompted to provide one or more samples of the speaker's voice and (ii) displaying a voice training user interface; determining a background noise level associated with the audio data; determining that the background noise level associated with the audio data is greater than or equal to a predetermined threshold value; in response to determining that the background noise level associated with the audio data is greater than or equal to the predetermined threshold, switching the mobile device from the voice training mode to a background noise indicator mode in which the mobile device displays a background noise indicator user interface that is configured to display a background noise level associated with audio data that is received while the mobile device is in the background noise indicator mode and (ii) is configured to not process a sample of the speaker's voice; and providing, for display by the mobile device, the background noise indicator user interface. 8. The system of claim 7 , wherein the operations further comprise: receiving additional audio data while the mobile device is in the background noise indicator mode; determining a background noise level associated with the additional audio data; and based on the background noise level associated with the additional audio data, updating the background noise indicator user interface. 9. The system of claim 8 , wherein updating the background noise indicator user interface comprises: updating a needle of a dial type interface of the background noise indicator user interface, wherein the needle represents the background noise level associated with the additional audio data. 10. The system of claim 7 , wherein the operations further comprise: receiving additional audio data while the mobile device is in the background noise indicator mode; determining a background noise level associated with the additional audio data; determining that the background noise level associated with the additional audio data is less than the predetermined threshold value; based on determining that the background noise level associated with the additional audio data is less than the predetermined threshold value, providing, for display in the background noise indicator user interface, a selectable indicator that is configured to switch the mobile device to the voice training mode upon selection by the speaker; receiving data that indicates a selection of the selectable indicator; and in response to receiving the data that indicates the selection of the selectable indicator, switching the mobile device from the background noise indicator mode to the voice training mode. 11. The system of claim 7 , wherein the background noise indicator user interface includes a noise indicator that represents the background noise level associated with the audio data that is received while the mobile device is in the background noise indicator mode and one or more indicator thresholds, one of which represents the predetermined threshold value. 12. The system of claim 7 , wherein the operations further comprise: receiving additional audio data while the mobile device is in the background noise indicator mode; determining a background noise level associated with the additional audio data; determining that the background noise level associated with the additional audio data is greater than or equal to the predetermined threshold value; and based on determining that the background noise level associated with the additional audio data is greater than or equal to the predetermined threshold value, updating the backgr
Training · CPC title
Speech recognition techniques specially adapted for robustness in adverse environments, e.g. in noise, of stress induced speech (G10L21/02 takes precedence) · CPC title
Interactive procedures · CPC title
Terminal devices · CPC title
Pattern transformations or operations aimed at increasing system robustness, e.g. against channel noise or different working conditions · CPC title
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