PATENT CLAIM ANALYSIS

Application Number: 15989205
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-11
Patent Classification: ["704", "270000"]

Abstract:
An audio labeling tool is described for rapidly and efficiently building a labeled data set preferably comprising audio files with annotations denoting speaker transcriptions, speaker identity, periods of silence, background noise, and speaker emotion labels. The tool provides a configurable user interface (UI) with keyboard shortcuts and menu items for streamlined user-guided markup of audio files with context specific labeling and transcription notes. Human audio file labelers will preferably leverage the labeling tool and configurable user interface and menu to rapidly annotate, validate, and build labeled data sets, at scale, of time sliced audio files. The audio labeling tool is preferably applied to audio files and provides an automated means for adding notations, markup, text transcription, and feature labeling to an audio waveform, spectrogram, or other audio data visualization domain for amplifying and highlighting audio feature details. Labeled audio data is preferably used to train computer models, develop pattern recognition algorithms, and neural networks for automated processing, pre-populating and labeling of significantly large audio data sets at scale.

Claim (Index 10):
The method for labeling audio data at scale of  claim 8 , wherein the audio files and audio file segments may be loaded from a web address, database, or cloud based storage system.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 93.0
- Lexical Diversity: 1.92929
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['11549412', '10329181', '12500928', '10407565', '12894752']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.283818481475753
- 35 USC 102 Novelty (BERT): 0.5037560460736487
- Combined Prediction Score: 0.3058122379355427
- Mean Citation Score: 198.622928
- Max Citation Score: 204.73076
- Similarity Product: 119.75553136081456

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

Dataset: test