PATENT CLAIM ANALYSIS

Application Number: 16216752
Application Type: Utility
Filing Date: 2018-12
Publication Date: 2019-04
Patent Classification: ["704", "235000"]

Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for obtaining, for each of multiple words or sub-words, audio data corresponding to multiple users speaking the word or sub-word; training, for each of the multiple words or sub-words, a pre-computed hotword model for the word or sub-word based on the audio data for the word or sub-word; receiving a candidate hotword from a computing device; identifying one or more pre-computed hotword models that correspond to the candidate hotword; and providing the identified, pre-computed hotword models to the computing device.

Claim (Index 11):
A user device comprising:\n data processing hardware; and memory hardware in communication with the data processing hardware and storing instructions that when executed by the data processing hardware cause the data processing hardware to perform operations comprising:\n displaying a prompt in a graphical user interface executing on the data processing hardware, the prompt requesting a user to provide a personalized term for initiating the user device to perform a particular action; \n receiving audio data corresponding to the user speaking the personalized term; \n obtaining, using the audio data corresponding to the user speaking the personalized term, a detection model that corresponds to the personalized term; \n after obtaining the detection model that corresponds to the personalized term, detecting the personalized term in an utterance spoken by the user using the obtained detection model; and \n in response to detecting the personalized term in the utterance, initiating the user device to perform the particular action in the graphical user interface.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 98.0
- Lexical Diversity: 2.14
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15875996', '15001894', '14340833', '15463786', '15288241']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2855924613946912
- 35 USC 102 Novelty (BERT): 0.5489466736108672
- Combined Prediction Score: 0.3119278826163088
- Mean Citation Score: 374.275638
- Max Citation Score: 408.74628
- Similarity Product: 323.314120521884

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

Dataset: test