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ekstep-gender-classification

This repository is a part of Vakyansh's recipes to build state of the art Speech Recogniition Model.

To infer multiple audio files, place the file paths in a csv file and set the mode accordingly :

Inference Modes

--model-path : set the path of the model
--file-mode  : default False; set True for single file inference
--file-path  : path to .wav file if --file-mode = True
--csv-path   : path to csv containing multiple audio file paths
--save-dir   : default Current directory; else give path to save predictions.csv 

Single file inference

python scripts/inference.py --model-path model/clf_svc.sav --file-mode True --file-path <filename>.wav

Csv mode inference </br> Create a csv containing multiple file paths of the audios

python scripts/inference.py --model-path model/clf_svc.sav --csv-path <file_paths>.csv --save-dir <destination path>

Inference outputs for csv and single inference modes:

0 : Male
1 : Female