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Linguistics 168: Computational Speech Processing

HMM Word Classifier

This project incorporates Hidden Markov Models at classifying fruits based on a sounds pronounciation

Installation

Use the package manager pip to install everything required for this project.

pip install -r requirement.txt

NOTE

There may be compatibility issue with the versions numpy in order for it to work with librosa imports: A manual reinstallation of both packages to get the current versions for this code will work:

pip install numpy==1.26.4 pip install librosa==0.10.2

Never a bad idea to start a venv just in case

Usage

Please follow standard usage of Jupyter Notebook in running of this project. Or viewing the results as well as description of code to understand the architecture

Contributing

Pull requests are welcome(Not that its gonna happen often). For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT

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