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libriheavy-mfa's Introduction

Usage

Step 1: Download LibriHeavy Manifests

Step 2: Load, Cut and Save Audios

Using mfa_librilight.py

Requirements

pip install lhotse textgrid tqdm

Modify path config

  • old_prefix = "download/librilight"
    • original prefix in manifests, don't change it
  • librilight_dir = "/datasets/LibriLight"
    • change to your LibriLight download path
  • libriheavy_dir = "data/LibriHeavy"
    • LibriHeavy manifests download dir, change accordingly
  • corpus_dir
    • Directory to place your audio cuts (*.wav) and transcript files (*.lab)

Step 3: Montreal Forced Align

Using scripts/run.sh

MFA environment setup

Installation guide: https://montreal-forced-aligner.readthedocs.io/en/latest/installation.html

I use the docker image option, since the conda installation is slow. Use this repo's .devcontainer/devcontainer.json for changing to root user, or else you can't run the mfa commands successfully.

Modify path & subset configs

Change the subsets to run, corpus_dir, textgrid_dir and cmd_option accordingly.

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