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whisper.nvim

Speech-to-text in Neovim

The transcription is performed on the CPU and no data leaves your computer. Works best on Apple Silicon devices.

whisper.vim.mp4

Usage

  • Simply press Ctrl-G in INSERT, VISUAL or NORMAL mode and say something
  • When you are done - press Ctrl-C to end the transcription and insert the transcribed text under the cursor

Installation

Note: this is a bit tedious and hacky atm, but I hope it will be improved with time

  • Clone this repo and build the stream tool:

    git clone https://github.com/ggerganov/whisper.cpp
cd whisper.cpp
make stream

  • Download the base.en Whisper model (140 MB):

    ./models/download-ggml-model.sh base.en

  • Place the whisper.nvim script somewhere in your PATH and give it execute permissions:

    cp examples/whisper.nvim/whisper.nvim ~/bin/
chmod u+x ~/bin/whisper.nvim

  • Fine-tune the script to your preference and machine parameters:

    ./stream -t 8 -m models/ggml-base.en.bin --step 350 --length 10000 -f /tmp/whisper.nvim 2> /dev/null

    On slower machines, try to increase the step parameter.

  • Add the following shortcuts to your ~/.config/nvim/init.vim:

    inoremap <C-G>  <C-O>:!whisper.nvim<CR><C-O>:let @a = system("cat /tmp/whisper.nvim \| tail -n 1 \| xargs -0 \| tr -d '\\n' \| sed -e 's/^[[:space:]]*//'")<CR><C-R>a
nnoremap <C-G>       :!whisper.nvim<CR>:let @a = system("cat /tmp/whisper.nvim \| tail -n 1 \| xargs -0 \| tr -d '\\n' \| sed -e 's/^[[:space:]]*//'")<CR>"ap
vnoremap <C-G> c<C-O>:!whisper.nvim<CR><C-O>:let @a = system("cat /tmp/whisper.nvim \| tail -n 1 \| xargs -0 \| tr -d '\\n' \| sed -e 's/^[[:space:]]*//'")<CR><C-R>a

    Explanation: pressing Ctrl-G runs the whisper.nvim script which in turn calls the stream binary to transcribe your speech through the microphone. The results from the transcription are continuously dumped into /tmp/whisper.nvim. After you kill the program with Ctrl-C, the vim command grabs the last line from the /tmp/whisper.nvim file and puts it under the cursor.

    Probably there is a much more intelligent way to achieve all this, but this is what I could hack in an hour. Any suggestions how to improve this are welcome.

You are now ready to use speech-to-text in Neovim!

TODO

There are a lot of ways to improve this idea and I don't have much experience with Vim plugin programming, so contributions are welcome!

  • Wrap this into a plugin

    It would be great to make a standalone plugin out of this that can be installed with vim-plug or similar

  • Simplify the init.vim mappings (maybe factor out the common call into a separate function)

  • Add Copilot/GPT-3 integration

    This is probably a very long shot, but I think it will be very cool to have the functionality to select some code and then hit Ctrl-G and say something like:

    "refactor this using stl containers"

    or

    "optimize by sorting the data first"

    The plugin would then make an appropriate query using the selected text and code context to Copilot or GPT-3 and return the result.

    Here is a proof-of-concept:

    whisper-copilot-1.mp4
    whisper-copilot-2.mp4

    For explanation how this works see: https://twitter.com/ggerganov/status/1587168771789258756

Discussion

If you find this idea interesting, you can join the discussion here: ggerganov#108