PATENT CLAIM ANALYSIS

Application Number: 16109516
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-05
Patent Classification: ["704", "235000"]

Abstract:
A method of transcription a media file is provided. The method includes: generating a feature profile for a media file; segmenting the media file into a first and a second segment based at least on portion(s) of the feature profile corresponding to the first and second segments, identifying one or more transcription engines having a predicted high level of accuracy, using a trained machine learning transcription model, for the first and second segments; requesting a first and a second transcription engine from the identified one or more transcription engines to transcribe the first and second segments, respectively; receiving a first and a second transcribed portion from the first and second transcription engines; and generating a merged transcription using the first and second transcribed portions.

Claim (Index 11):
The system of  claim 10 , wherein the trained machine learning transcription model is trained, using a training data set, to identify one or more transcription engines having a predicted high level of accuracy.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 96.0
- Lexical Diversity: 2.22581
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15993040', '15477909', '12260923', '14719125', '10255998']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2991343933655266
- 35 USC 102 Novelty (BERT): 0.501870874229805
- Combined Prediction Score: 0.3194080414519544
- Mean Citation Score: 207.467036
- Max Citation Score: 226.55759
- Similarity Product: 143.3215624265206

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

Dataset: test