PATENT CLAIM ANALYSIS

Application Number: 15981263
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-09
Patent Classification: ["704", "244000"]

Abstract:
Inputs provided into user interface elements of an application are observed. Records are made of the inputs and the state(s) the application was in while the inputs were provided. For each state, a corresponding language model is trained based on the input(s) provided to the application while the application was in that state. When the application is next observed to be in a previously-observed state, a language model associated with the application's current state is applied to recognize speech input provided by a user and thereby to generate speech recognition output that is provided to the application. An application's state at a particular time may include the user interface element(s) that are displayed and/or in focus at that time, and is determined by an operating system hooking component embedded in the automatic speech recognition system.

Claim (Index 1):
A computer-implemented method performed by at least one computer processor executing computer program instructions tangibly stored on at least one non-transitory computer-readable medium, the method comprising using the at least one computer processor to perform operations of:\n receiving, by an automatic speech recognition system executed by the at least one computer processor, a first plurality of inputs into an application while the application is in a first state; identifying, by the automatic speech recognition system, a frequency with which one or more actions occur on the application; training, by the automatic speech recognition system, a first language model based on the first plurality of inputs and the identified frequency with which the one or more actions occur on the application; determining, by the automatic speech recognition system, that the application is in the first state; and applying, by the automatic speech recognition system, the first language model to a first speech input in response to determining that the application is in the first state.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 93.0
- Lexical Diversity: 2.13889
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15334523', '13526789', '14303395', '11255201', '14191176']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2928428579275747
- 35 USC 102 Novelty (BERT): 0.5204491663269485
- Combined Prediction Score: 0.3156034887675121
- Mean Citation Score: 265.631016
- Max Citation Score: 349.8448
- Similarity Product: 336.7562229455948

Labels:
- Claim Label 101: 1
- Claim Label 102: 0
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 1

Dataset: test