Speech Accent Analysis

By: Dastan Abdulla Goal: Predicting country of origin and language of non-native english speakers Data source: from Speech Accent Archive

Directory

• data_samples/ subfolder containing sample datasets used in the project.

• docs/ folder contains the documentation and write-ups for the project.

  • progress_report.md contains progress logs throughout this semester.
  • project_plan.md was my initial project plan.

• notebooks/ folder contains Jupyter notebooks used for data processing and analysis.

  • audio_processing.ipynb focuses on processing audio data.
  • biographical_analysis.ipynb performs preliminary analysis based on biographical information.
  • full_data_cleanup.ipynb handles the complete data cleanup process.
  • geographic_analysis.ipynb conducts analysis based on geographic data.
  • language_analysis.ipynb performs analysis related to language features.
  • phonetic_processing.ipynb focuses on processing phonetic data.

• old_notebooks/ contains older or deprecated versions of the notebooks.

  • initial_data_processing.ipynb this notebook analyzed the kaggle data that I no longer use

• plots/ folder stores plot graphs and visualizations generated during the analysis.

• .gitignore specifies files and directories to be ignored by Git version control.

• LICENSE.md contains licensing information for the project.

• README.md you are here, yay!

Description

This is Dastan Abdulla's repository for DSLing term project that aims to examine and predict the language and country (which are sociolinguistics ethnic markers) of non-native speakers based on phonetic and audio features.

Visitors Log

My guestbook can be found: here

Documentation Content

• Project Plan
• Progress Reports

Authors

• Dastan Abdulla

Badges