PATENT CLAIM ANALYSIS

Application Number: 15873410
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-12
Patent Classification: ["704", "246000"]

Abstract:
The present disclosure relates to a method, apparatus, and system for speaker verification. The method includes: acquiring an audio recording; extracting speech signals from the audio recording; extracting features of the extracted speech signals; and determining whether the extracted speech signals represent speech by a predetermined speaker based on the extracted features and a speaker model trained with reference voice data of the predetermined speaker.

Claim (Index 23):
The system of  claim 22 , wherein the speaker model is at least one of a Gaussian Mixture Model (GMM), a Hidden Markov Model (HMM), or a Deep Neural Network (DNN) model.

Metadata:
- Claim Count in Document: 34.0
- Percentile: 86.0
- Lexical Diversity: 1.69767
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14688974', '10611106', '12227282', '11550951', '14825653']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2859601485287139
- 35 USC 102 Novelty (BERT): 0.4770183681690885
- Combined Prediction Score: 0.3050659704927513
- Mean Citation Score: 172.01054200000004
- Max Citation Score: 179.7475
- Similarity Product: 131.7939443078637

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