whisper VS HomeBrew

Now that we have a clean vocal track we can create a subtitle file (.srt) by using Whisper, OpenAI's audio transcription tool. There are a number of Whisper related projects that add useful functionality, speed up transcription or offer additional features.

Let’s not talk about local models as the hardware requirements are way beyond most of these people’s reach. I have a MacBook Air with an M2 chip and 8GB of RAM and can hardly run Whisper locally, so I use this HuggingFace space.

Last week, I launched notesGPT, a free and open source voice note app that has 35,000 visitors, 7,000 users, and over 1,000 GitHub stars so far in the last week. It allows you to record a voice note, transcribes it uses Whisper, and uses Mixtral via Together to extract action items and display them in an action items view. It’s also fully open source and comes equipped with authentication, storage, vector search, action items, and is fully responsive on mobile for ease of use.

I found a pretty good discussion in the topic here:

https://github.com/openai/whisper/discussions/1243

There is a plot of language performance on their repo: https://github.com/openai/whisper

I am not aware of a multi-lingual leaderboard for speech recognition models.

I don't know how OP does it, but here's how I'd do it:

* Generate a transcript by runing Whisper against the podcast audio file: https://github.com/openai/whisper

* Upload transcript to ChatGPT and ask it to summarize.

* Automate all the above.

Ahh, that makes sense. I've been building something like that, but only from other languages into English using Whisper

I'm using Homebrew, so the installation is straightforward:

You should be able to automate installing programs with homebrew.[0]

[0]: https://brew.sh/

You can install homebrew if you already don't have it, then :

Homebrew is a package manager for macOS. It simplifies the installation of software on macOS.

If you are using a mac, you are most probably already familiar with homebrew. It helps with installing software on macOS.

Before we start installing anything, if you are a Mac user, you need to install homebrew, a package manager for Mac that will help you install software quickly and easily from this article.

First, we are going to need Node.js. I use nodenv to manage multiple Node.js installations on my machine. The easiest way to install it on a Mac is to use Homebrew (check their Installation documentation if you’re on a different platform):