I took a week of from work recently to reimplement Storyteller's forced alignment algorithm. Storyteller[1] is an open source, self hosted platform for creating, managing, and reading/listening to "readaloud" books — books that have audiobook narration built in and can highlight each sentence (and/or word, with this new algorithm!) as it's read aloud. Forced alignment is the process of determining where each piece of text starts and ends in the audiobook.

Anyway, I am really pleased with how the new algorithm turned out! Hopefully someone else finds it interesting as well.

[1] https://storyteller-platform.dev