PATENT CLAIM ANALYSIS

Application Number: 15995480
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-09
Patent Classification: ["704", "008000"]

Abstract:
Methods, systems, apparatus, including computer programs encoded on computer storage medium, to facilitate language independent-speaker verification. In one aspect, a method includes actions of receiving, by a user device, audio data representing an utterance of a user. Other actions may include providing, to a neural network stored on the user device, input data derived from the audio data and a language identifier. The neural network may be trained using speech data representing speech in different languages or dialects. The method may include additional actions of generating, based on output of the neural network, a speaker representation and determining, based on the speaker representation and a second representation, that the utterance is an utterance of the user. The method may provide the user with access to the user device based on determining that the utterance is an utterance of the user.

Claim (Index 20):
The method of  claim 13 , wherein providing the user access to the user device based on determining that the utterance is an utterance of the user includes unlocking the user device.

Metadata:
- Claim Count in Document: 30.0
- Percentile: 94.0
- Lexical Diversity: 2.27143
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15666806', '15966667', '14612830', '14228469', '14846187']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3147826677878022
- 35 USC 102 Novelty (BERT): 0.5132676396064834
- Combined Prediction Score: 0.3346311649696703
- Mean Citation Score: 281.394848
- Max Citation Score: 292.22794
- Similarity Product: 196.10701764138105

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

Dataset: test