Systems and methods for generating markup-language based expressions from multi-modal and unimodal inputs
View Patent ↗When using finite-state devices to perform various functions, it is beneficial to use finite state devices representing regular grammars with terminals having markup-language-based semantics. By using markup-language-based symbols in the finite state devices, it is possible to generate valid markup-language expressions by concatenating the symbols representing the result of the performed function. The markup-language expression can be used by other applications and/or devices. Finite-state devices are used to convert strings of words and gestures into valid markup-language, for example, XML, expressions that can be used, for example, to provide an application program interface to underlying system applications.
1. A method comprising:
generating an input lattice representing input data having a first modality input and a second modality input;
using a finite-state device to perform a function using the input lattice, the finite-state device having symbols based on markup-language semantics, wherein performing the function comprises mapping a first markup-language expression to a second markup-language expression using a transducer relating the first-markup-language expression to the second-markup-language expression based on a level of coincidence between the first modality input and the second modality input;
generating a result finite-state device representing a result of the function, wherein the result finite-state device relates a set of input symbols to a set of output symbols;
concatenating output symbols in the set of output symbols of the result finite-state device, to yield a markup-language expression; and
outputting the markup-language expression.
2. The method of claim 1 , wherein the finite-state device uses extensible-markup-language-based symbols.
3. The method of claim 1 , wherein the input data further comprises a command received via one of a speech input subsystem, a pen input subsystem, a computer vision input subsystem, a haptic input subsystem, a gaze input subsystem, and a body motion input subsystem.
4. The method of claim 1 , wherein the input data further comprises a command received via two of a speech input subsystem, a pen input subsystem, a computer vision input subsystem, a haptic input subsystem, a gaze input subsystem, and a body motion input subsystem.
5. The method of claim 1 , wherein the set of output symbols represents sequences of symbols.
6. The method of claim 1 , wherein the function performs multimodal integration of the input data.
7. The method of claim 1 , further comprising:
recognizing a gesture string in the input data; and
modifying a language model based on the gesture string prior to performing the function.
8. A system comprising:
a processor; and
a computer-readable storage medium having instructions stored which, when executed by the processor, cause the processor to perform operations comprising:
generating an input lattice representing input data having a first modality input and a second modality input;
using a finite-state device to perform a function using the input lattice, the finite-state device having symbols based on markup-language semantics, wherein performing the function comprises mapping a first markup-language expression to a second markup-language expression using a transducer relating the first-markup-language expression to the second-markup-language expression based on a level of coincidence between the first modality input and the second modality input;
generating a result finite-state device representing a result of the function, wherein the result finite-state device relates a set of input symbols to a set of output symbols;
concatenating output symbols in the set of output symbols of the result finite-state device, to yield a markup-language expression; and
outputting the markup-language expression.
9. The system of claim 8 , wherein the finite-state device uses extensible-markup-language-based symbols.
10. The system of claim 8 , wherein the input data further comprises a command received via one of a speech input subsystem, a pen input subsystem, a computer vision input subsystem, a haptic input subsystem, a gaze input subsystem, and a body motion input subsystem.
11. The system of claim 8 , wherein the input data further comprises a command received via two of a speech input subsystem, a pen input subsystem, a computer vision input subsystem, a haptic input subsystem, a gaze input subsystem, and a body motion input subsystem.
12. The system of claim 8 , wherein the set of output symbols represents sequences of symbols.
13. The system of claim 8 , wherein the function performs multimodal integration of the input data.
14. The system of claim 8 , the computer-readable storage medium having additional instruction stored which, when executed by the processor, result in the operations further comprising:
recognizing a gesture string in the input data; and
modifying a language model based on the gesture string prior to performing the function.
15. A computer-readable storage device having instructions stored which, when executed by a computing device, cause the computing device to perform operations comprising:
generating an input lattice representing input data having a first modality input and a second modality input;
using a finite-state device to perform a function using the input lattice, the finite-state device having symbols based on markup-language semantics, wherein performing the function comprises mapping a first markup-language expression to a second markup-language expression using a transducer relating the first-markup-language expression to the second-markup-language expression based on a level of coincidence between the first modality input and the second modality input;
generating a result finite-state device representing a result of the function, wherein the result finite-state device relates a set of input symbols to a set of output symbols;
concatenating output symbols in the set of output symbols of the result finite-state device, to yield a markup-language expression; and
outputting the markup-language expression.
16. The computer-readable storage device of claim 15 , wherein the finite-state device uses extensible-markup-language-based symbols.
17. The computer-readable storage device of claim 15 , wherein the input data further comprises a command received via one of a speech input subsystem, a pen input subsystem, a computer vision input subsystem, a haptic input subsystem, a gaze input subsystem, and a body motion input subsystem.
18. The computer-readable storage device of claim 15 , wherein the input data further comprises a command received via two of a speech input subsystem, a pen input subsystem, a computer vision input subsystem, a haptic input subsystem, a gaze input subsystem, and a body motion input subsystem.
19. The computer-readable storage device of claim 15 , wherein the set of output symbols represents sequences of symbols.
20. The computer-readable storage device of claim 15 , wherein the function performs multimodal integration of the input data.