Speech transcription from facial skin movements
Systems and methods are disclosed for determining textual transcription from minute facial skin movements. In one implementation, a system may include at least one coherent light source, at least one sensor configured to receive light reflections from the at least one coherent light source; and a processor configured to control the at least one coherent light source to illuminate a region of a face of a user. The processor may receive from the at least one sensor, reflection signals indicative of coherent light reflected from the face in a time interval. The reflection signals may be analyzed to determine minute facial skin movements in the time interval. Then, based on the determined minute facial skin movements in the time interval, the processor may determine a sequence of words associated with the minute facial skin movements, and output a textual transcription corresponding with the determined sequence of words.
1. A system for determining textual transcription from minute facial skin movements, the system comprising:
at least one coherent light source;
at least one sensor configured to receive light reflections from the at least one coherent light source;
at least one processor configured to:
control the at least one coherent light source to illuminate a region of a face of a user;
receive from the at least one sensor, reflection signals indicative of coherent light reflected from the face in a time interval;
analyze the reflection signals to determine minute facial skin movements in the time interval, wherein determining the sequence of words includes using an artificial neural network and a motion-to-language analysis;
based on the determined minute facial skin movements in the time interval, determine a sequence of words associated with the minute facial skin movements; and
output a textual transcription corresponding with the determined sequence of words.
2. The system of claim 1 , wherein the minute facial skin movements occur without of vocalization of the determined sequence of words.
3. The system of claim 1 , wherein the at least one processor is further configured to determine the sequence of words by referencing training-derived data stored in memory.
4. A system for determining textual transcription from minute facial skin movements, the system comprising:
at least one coherent light source;
at least one sensor configured to receive light reflections from the at least one coherent light source;
at least one processor configured to:
control the at least one coherent light source to illuminate a region of a face of a user;
receive from the at least one sensor, reflection signals indicative of coherent light reflected from the face in a time interval;
analyze the reflection signals to determine minute facial skin movements in the time interval, wherein the minute facial skin movements are associated with a vocalization of the sequence of words in a first language;
based on the determined minute facial skin movements in the time interval, determine a sequence of words associated with the minute facial skin movements; and
output a textual transcription corresponding with the determined sequence of words.
5. The system of claim 4 , wherein the at least one processor is further configured to translate the textual transcription to a language other than the first language.
6. A system for determining textual transcription from minute facial skin movements, the system comprising:
at least one coherent light source;
at least one sensor configured to receive light reflections from the at least one coherent light source;
at least one processor configured to:
control the at least one coherent light source to illuminate a region of a face of a user;
receive from the at least one sensor, reflection signals indicative of coherent light reflected from the face in a time interval;
analyze the reflection signals to determine minute facial skin movements in the time interval;
based on the determined minute facial skin movements in the time interval, determine a sequence of words associated with the minute facial skin movements;
output a textual transcription corresponding with the determined sequence of words; and
generate speech output based on the facial skin movements.
7. The system of claim 1 , wherein the at least one processor is further configured to generate an email draft from the textual transcription.
8. The system of claim 1 , wherein the at least one processor is further configured to generate a synthesized audio signal based on the facial skin movements.
9. The system of claim 1 , wherein the at least one processor is further configured to transmit the textual transcription over a wireless network.
10. A system for determining textual transcription from minute facial skin movements, the system comprising:
at least one coherent light source;
at least one sensor configured to receive light reflections from the at least one coherent light source;
at least one processor configured to:
control the at least one coherent light source to illuminate a region of a face of a user;
receive from the at least one sensor, reflection signals indicative of coherent light reflected from the face in a time interval;
analyze the reflection signals to determine minute facial skin movements in the time interval, wherein analyzing the reflection signals to determine minute facial skin movements includes detection of changes in speckle patterns that occur due to the minute facial skin movements;
based on the determined minute facial skin movements in the time interval, determine a sequence of words associated with the minute facial skin movements; and
output a textual transcription corresponding with the determined sequence of words.
11. The system of claim 1 , wherein the artificial neural network is associated with personal training data received from the user.
12. The system of claim 1 , wherein determining the sequence of words includes using one or more personalized parameters to improve results of the motion-to-language analysis.
13. The system of claim 12 , wherein the one or more personalized parameters reflects a speech disorder of the user.
14. The system of claim 1 , wherein determining the sequence of words includes determining probabilities that the minute facial skin movements corresponds with words in a dictionary.
15. A system for determining textual transcription from minute facial skin movements, the system comprising:
at least one coherent light source;
at least one sensor configured to receive light reflections from the at least one coherent light source;
at least one processor configured to:
control the at least one coherent light source to illuminate a region of a face of a user;
receive from the at least one sensor, reflection signals indicative of coherent light reflected from the face in a time interval;
analyze the reflection signals to determine minute facial skin movements in the time interval; based on the determined minute facial skin movements in the time interval, determine a sequence of words associated with the minute facial skin movements by determining probabilities that the minute facial skin movements corresponds with words in a dictionary, wherein the dictionary is associated with a pre-defined word set that reflects actual words used by the user; and
output a textual transcription corresponding with the determined sequence of words.
16. The system of claim 1 , wherein determining the sequence of words involves determining conversation context.
17. The system of claim 1 , further comprising a wearable housing configured for engagement with an ear of the user and for holding the at least one sensor in proximity to the face of the user.
18. A system for determining textual transcription from minute facial skin movements, the system comprising:
at least one coherent light source;
a sensor configured to receive light reflections from the at least one coherent light source;
a wearable housing configured for engagement with an ear of the user and for holding the sensor in proximity to the face of the user, wherein the wearable housing is configured such that the sensor is held at least 5 mm from the face of the user;
at least one processor configured to:
control the at least one coherent light source to illuminate a region of a face of a user;
receive from the sensor, reflection signals indicative of coherent light reflected from the face in a time interval;
analyze the reflection signals to determine minute facial skin movements in the time interval;
based on the determined minute facial skin movements in the time interval, determine a sequence of words associated with the minute facial skin movements; and
output a textual transcription corresponding with the determined sequence of words.
19. A method for determining textual transcription of minute facial skin movements during a conversation, the method comprising:
controlling at least one coherent light source to illuminate a region of a face of a user;
receiving from at least one sensor, reflection signals indicative of coherent light reflected from the face in a time interval;
analyzing the reflection signals to determine minute facial skin movements in the time interval;
based on the determined minute facial skin movements in the time interval, determining a sequence of words corresponding to the minute facial skin movements, wherein determining the sequence of words involves determining a context of the conversation; and
outputting a textual transcription corresponding with the determined sequence of words.