Translation with conversational overlap
A plurality of utterances of a first user from the language of the first user is translated into a language of a second user. The confidence scores associated with the translated utterances are compared with a confidence threshold. A predetermined utterance gap is adjusted based on the comparison. The predetermined utterance gap is a duration of time that occurs between utterances.
1. A method, comprising:
receiving a plurality of utterances of a first person in a first language;
detecting an utterance gap between sequential utterances of the plurality of utterances;
determining, prior to translating an utterance, whether the utterance will be translated by comparing the utterance gap after the utterance is completed to a threshold utterance gap and, if it is determined that the utterance will be translated:
translating the utterance from the first language to a second language to produce a translated utterance;
determining a translation confidence score for the translated utterance;
determining whether the confidence score is greater than or equal to a confidence level;
determining, based on whether the confidence score is greater than or equal to the confidence level, whether the confidence score is great enough to output the translated utterance; and
determining accrued translation confidence scores for a plurality of utterances, wherein the threshold utterance gap is increased if a percentage of the accrued translation confidence scores is less than a confidence threshold.
2. The method of claim 1 , wherein the plurality of utterances include a first utterance of the first person and a second utterance of the first person, wherein the first utterance of the first person and the second utterance of the first person are received at a device associated with second person.
3. The method of claim 2 , wherein the first utterance of the first person and the second utterance of the first person are data associated with spoken utterances transmitted from a device associated with the first person.
4. The method of claim 2 , wherein the first utterance of the first person and the second utterance of the first person are spoken utterances of the first person.
5. The method of claim 1 , wherein the threshold utterance gap is less than a turn threshold duration.
6. The method of claim 1 , further comprising outputting the translated utterance at a device associated with a second person.
7. The method of claim 6 , wherein the device associated with the second person includes a pair of earbuds.
8. The method of claim 7 , wherein the pair of earbuds are configured to occlude a direct sound path associated with the plurality of utterances of the first person by attenuating the plurality of utterances.
9. The method of claim 8 , wherein an amount of attenuation of the plurality of utterances is adjustable.
10. The method of claim 6 , wherein the translated utterance is outputted to appear to come from a predetermined spatial location.
11. The method of claim 6 , wherein the translated utterance is outputted to appear to come from a spatial location of the first person.
12. The method of claim 1 , wherein the threshold utterance gap is adjustable based at least in part on a speech pattern of the first person.
13. The method of claim 1 , wherein the threshold utterance gap is adjustable based at least in part on a cadence of the first person's speech.
14. A system, comprising:
a processor configured for:
receiving a plurality of utterances of a first person in a first language;
detecting an utterance gap between sequential utterances of the plurality of utterances;
determining, prior to translating an utterance, whether the utterance will be translated by comparing the utterance gap after the utterance is completed to a threshold utterance gap and, if the processor determines that the utterance will be translated:
translating the utterance from the first language to a second language to produce a translated utterance;
determining a translation confidence score for the translated utterance;
determining whether the confidence score is greater than or equal to a confidence level;
determining, based on whether the confidence score is greater than or equal to the confidence level, whether the confidence score is great enough to output the translated utterance; and
determining accrued translation confidence scores for a plurality of utterances, wherein the threshold utterance gap is decreased if a percentage of the accrued translation confidence scores is greater than or equal to a confidence threshold and wherein the confidence threshold corresponds with a percentage of translations that are accurate.
15. The system of claim 14 , wherein the threshold utterance gap is increased if a percentage of the accrued translation confidence scores is less than the confidence threshold.
16. The system of claim 14 , wherein the processor is further configured to output the translated plurality of utterances at a device associated with a second person.
17. A computer program product, the computer program product being embodied in a non-transitory computer readable storage medium and comprising computer instructions for:
receiving a plurality of utterances of a first person in a first language;
detecting an utterance gap between sequential utterances of the plurality of utterances;
determining, prior to translating an utterance, whether the utterance will be translated by comparing the utterance gap after the utterance is completed to a threshold utterance gap and, if it is determined that the utterance will be translated:
translating the utterance from the first language to a second language to produce a translated utterance;
determining a translation confidence score for the translated utterance;
determining whether the confidence score is greater than or equal to a confidence level;
determining, based on whether the confidence score is greater than or equal to the confidence level, whether the confidence score is great enough to output the translated utterance; and
determining accrued translation confidence scores for a plurality of utterances, wherein the threshold utterance gap is increased if a percentage of the accrued translation confidence scores is less than a confidence threshold.
18. The system of claim 14 , wherein the processor is further configured for determining whether a maximum condition is satisfied if the processor determines that the confidence score is not great enough to output the translated utterance.
19. The system of claim 18 , wherein the processor is further configured for combining the translated utterance with a subsequent utterance if the processor determines that the maximum condition is not satisfied.