Modular feature extraction toolkit for conversational speech
Project description
VoxAtlas
VoxAtlas is a modular Python toolkit for feature extraction and analysis workflows.
Documentation
The project includes a Sphinx documentation setup styled after MNE-Python and NumPy conventions:
- NumPy-style docstrings
- API documentation generated from Python docstrings
- autosummary-based API tables
pydata-sphinx-themenumpydocformatting
Build the documentation from the repository root:
pip install -r docs/requirements.txt
cd docs
make html
The generated site is written to:
docs/_build/html/index.html
Docstring Guidelines
Public API docstrings should follow NumPy style and include:
ParametersReturnsNoteswhen usefulUsage examplefor public API functions, classes, and methods
Example:
def compute_trf(signal: np.ndarray, stimulus: np.ndarray) -> np.ndarray:
"""
Compute temporal response function.
Parameters
----------
signal : ndarray
Neural signal time series.
stimulus : ndarray
Stimulus feature matrix.
Returns
-------
ndarray
TRF kernel.
Notes
-----
Used for speech-brain alignment analyses.
Usage example
-------------
kernel = compute_trf(signal, stimulus)
"""
Project details
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