{"repo":"MontrealCorpusTools/Montreal-Forced-Aligner","free":true,"listed":false,"github":"https://github.com/MontrealCorpusTools/Montreal-Forced-Aligner","clone":"git clone https://github.com/MontrealCorpusTools/Montreal-Forced-Aligner.git","description":"Command line utility for forced alignment using Kaldi","language":"Python","stars":1869,"topics":["kaldi","forced-alignment","grapheme-to-phone","pronunciation-dictionary","acoustic-model","python"],"license":"MIT","category":"cli-tools","readme_excerpt":"Montreal Forced Aligner The Montreal Forced Aligner is a command line utility for performing forced alignment of speech datasets using Kaldi (http://kaldi-asr.org/). Please see the documentation http://montreal-forced-aligner.readthedocs.io for installation and usage. If you run into any issues, please check the mailing list for fixes/workarounds or to post a new issue. Citation MFA 3.0 For citing the latest version of MFA and its pretrained models, please use: McAuliffe, Michael, Kaylynn Gunter, Michael Wagner, and Morgan Sonderegger (2026). Montreal Forced Aligner and the state of speech-to-text alignment in 2026. In Proceedings of Interspeech 2026 . MFA 1.0 For citing the original software and models (upgrading to the MFA 3.X is recommended!), please use: McAuliffe, Michael, Michaela Socolof, Sarah Mihuc, Michael Wagner, and Morgan Sonderegger (2017). Montreal Forced Aligner: trainable text-speech alignment using Kaldi. In Proceedings of Interspeech 2017 . Installation You can install MFA either entirely through conda or a mix of conda for Kaldi and Pynini dependencies and Python packaging for MFA itself Conda installation MFA is hosted on conda-forge and can be installed via: in your environment of choice. Source installation If you'd like to install a local version of MFA or want to use the development set up, the easiest way is first create the dev environment from the yaml in the repo root directory: Alternatively, the dependencies can be installed via: MFA can be inst","default_branch":null,"files":null,"tree":[],"storefront":"/r/MontrealCorpusTools","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/MontrealCorpusTools/Montreal-Forced-Aligner/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}