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 4):
The method of  claim 3 , further comprising:\n receiving transcription metadata of the third transcribed portion from the third transcription engine; and determining a confidence of accuracy of the third transcribed portions based at least on the transcription metadata of the third transcribed portion, wherein the first transcribed portion is replaced by the third transcribed portion when the confidence of accuracy of the third transcribed portion is higher than the confidence of accuracy of the first transcribed portion.

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): 0.2734024187580626
- 35 USC 102 Novelty (BERT): 0.5070680265148474
- Combined Prediction Score: 0.2967689795337411
- Mean Citation Score: 207.467036
- Max Citation Score: 226.55759
- Similarity Product: 128.28360944676638

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