nlp_pipeline4researchers

https://github.com/mrhallonline/nlp_pipeline4researchers

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
Found CITATION.cff file
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codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
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Academic publication links
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Academic email domains
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (4.8%) to scientific vocabulary

Last synced: 10 months ago · JSON representation ·

Repository

Basic Info

Host: GitHub
Owner: mrhallonline
License: gpl-3.0
Language: Jupyter Notebook
Default Branch: main
Size: 26.9 MB

Statistics

Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Releases: 0

Created almost 2 years ago · Last pushed 12 months ago

Metadata Files

Readme License Citation

README.md

NLPResearchPipelines (In Progress)

WhisperXTranscription4Researchers: This notebook leverages advanced transcription and diarization capabilities provided by the Whisper, WhisperX, and pyannote libraries. By using GPU acceleration, it processes audio data efficiently, performing alignment and diarization to produce structured outputs that are saved in CSV format for further analysis. This will batch transcribe all marked audio files found in a folder or subfolder of the path folder. This will also output the resulting csv and txt files to the folder where the audio files were found. The process will also anonymize specific names, diarize voices, and set up the files that can be used for the rest of the NLP pipeline. (Working)
Corpus Comparison Tool: (Working)
NLTK NLP Text Analytics: Peek under the hood of the data corpus (Working)
SpaCy + BERTopic Topic Modeling Pipeline: (In Progress)
Gensim Pipeline: (In Progress)

Owner

Name: blerdrage
Login: mrhallonline
Kind: user

Website: kevinhall.info
Repositories: 4
Profile: https://github.com/mrhallonline

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: NLP_Pipeline4Researchers
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Kevin
    family-names: Hall
    name-particle:
    email: cyborgresearcher@gmail.com
    orcid: 'https://orcid.org/0009-0009-1615-7524'
repository-code: >-
  https://github.com/mrhallonline/NLP_Pipeline4Researchers

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