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 19):
A system for transcription a media file, the system comprising:\n a database having a plurality of training data sets; a training module configured to train a machine learning transcription model, using the plurality of training data sets, to identify one or more transcription engines having a predicted high level of accuracy; a preprocessor module configured to: generate a feature profile for a media file; segment the media file into a first and second segment based at least on the feature profile, each segment has a corresponding portion of the feature profile; a modeling module configured to identify one or more transcription engines having a predicted high level of accuracy, using the trained machine learning transcription model, for the first and second segments based at least on the corresponding portion of the feature profile of the first and second segments; and a conductor configured to: request a first transcription engine from the identified one or more transcription engines to transcribe the first segment; request a second transcription engine from the identified one or more transcription engines to transcribe the second segment; receive a first transcribed portion of the first segment from the first transcription engine in response to requesting the first transcription engine to transcribe the first segment; receive a second transcribed portion of the second segment from the second transcription engine in response to requesting the second transcription engine to transcribe the second segment; and\n generate a merged transcription using the first and second transcribed portions.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 96.0
- Lexical Diversity: 2.22581
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15993040', '15477909', '12260923', '14719125', '10255998']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2755597156641563
- 35 USC 102 Novelty (BERT): 0.4956672648940515
- Combined Prediction Score: 0.2975704705871458
- Mean Citation Score: 207.467036
- Max Citation Score: 226.55759
- Similarity Product: 151.15770465571526

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