PATENT CLAIM ANALYSIS

Application Number: 15961724
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-11
Patent Classification: ["704", "232000"]

Abstract:
The present disclosure provides an artificial intelligence-based acoustic model training method and apparatus, a device and a storage medium, wherein the method comprises: obtaining manually-annotated speech data; training according to the manually-annotated speech data to obtain a first acoustic model; obtaining unannotated speech data; training according to the unannotated speech data and the first acoustic model to obtain a desired second acoustic model. The solution of the present disclosure can be applied to save manpower costs and improve the training efficiency.

Claim (Index 18):
The computer-readable storage medium according to  claim 17 , wherein\n the training according to the unannotated speech data and the first acoustic model to obtain a desired second acoustic model comprises: inputting the unannotated speech data to the first acoustic model to obtain the alignment relationship of each speech frame and a corresponding syllable state output by the first acoustic model; considering the alignment relationship as a training target and training the second acoustic model based on a first rule to obtain a second acoustic model in an initial state; considering the alignment relationship as a training target and further training the second acoustic model in the initial state based on a second rule to obtain the second acoustic model.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 91.0
- Lexical Diversity: 1.97778
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['10329181', '11549412', '10355296', '12188763', '10407965']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.287636671449103
- 35 USC 102 Novelty (BERT): 0.4953897465192553
- Combined Prediction Score: 0.3084119789561182
- Mean Citation Score: 196.157836
- Max Citation Score: 226.42714
- Similarity Product: 157.203247348063

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

Dataset: test