This release is a pre-release and may not be stable for production use.
This Python module provides functions to retrieve data and information easily from Voice Foundation’s Pathological Voice Quality Database.
This module currently does not retrieve the database itself on its own. User must download and extract the files first from https://prod-dcd-datasets-cache-zipfiles.s3.eu-west-1.amazonaws.com/9dz247gnyb-2.zip
Install
pip install pvqdUse
from pvqd import PVQD
# to initialize (must call this once in every Python session)
pvqd = PVQD('<path to the root directory of the extracted database>')
# to get a copy of the full database with averaged CAPE-V scores
df = pvqd.query(include_cape_v=True)
# to get age, gender, and mean GRBAS grade scores
df = pvqd.query(["Age", "Gender"], include_grbas='grade')
# to get a dataframe of WAV files and start and ending timestamps of all /a/ segment
df = pvqd.get_files('/a/')
# to iterate over '/a/' acoustic data of female participants along with
# age and mean GRBAS scores
for id, fs, x, auxdata in pvqd.iter_data('/a/',
auxdata_fields=["Age"],
include_grbas=True,
Gender="Female"):
# run the acoustic data through your analysis function, get measurements
params = my_analysis_function(fs, x)
# log the measurements along with the age and GRBAS info
my_logger.log_outcome(id, *auxdata, *params)2 maintainers
Metadata
2 maintainers
Release files for pvqd 0.1.0.dev5
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