Godot Whisper - Speech to Text
by V-Sekai
Godot Whisper
Features
- Realtime audio transcribe.
- Audio transcribe with recorded audio.
- Runs on separate thread.
- Metal for Apple devices.
- OpenCL for rest.
How to install
Go to a github release, copy paste the addons folder to the samples folder. Restart godot editor.
Requirements
- Sconstruct(if you want to build locally)
- A language model, can be downloaded in godot editor.
AudioStreamToText
AudioStreamToText
- this node can be used in editor to check transcribing. Simply add a WAV audio source and click start_transcribe button.
Normal times for this, using tiny.en model are about 0.3s. This only does transcribing.
NOTE: Currently this node supports only some .WAV files. The transcribe function takes as input a PackedFloat32Array
buffer. Currently the only format supported is if the .WAV is AudioStreamWAV.FORMAT_8_BITS
and AudioStreamWAV.FORMAT_16_BITS
. For other it will simply not work and you will have to write a custom decoder for the .WAV file. Godot does support decoding it at runtime, check how CaptureStreamToText node works.
CaptureStreamToText
This runs also resampling on the audio(in case mix rate is not exactly 16000 it will process the audio to 16000). Then it runs every transcribe_interval transcribe function.
Initial Prompt
For Chinese, if you want to select between Traditional and Simplified, you need to provide an initial prompt with the one you want, and then the model should keep that same one going. See Whisper Discussion #277.
Also, if you have problems with punctuation, you can give it an initial prompt with punctuation. See Whisper Discussion #194.
Language Model
Go to any StreamToText
node, select a Language Model to Download and click Download. You might have to alt tab editor or restart for asset to appear. Then, select language_model
property.
Global settings
Go to Project -> Project Settings -> General -> Audio -> Input (Check Advance Settings).
You will see a bunch of settings there.
Also, as doing microphone transcribing requires the data to be at a 16000 sampling rate, you can change the audio driver mix rate to 16000: audio/driver/mix_rate
. This way the resampling won't need to do any work, winning you some valuable 50-100ms for larger audio, but at the price of audio quality.
Video Tutorial
How to build
scons target=template_release generate_bindings=no arch=universal precision=single
rm -rf samples/godot_whisper/addons
cp -rf bin/addons samples/godot_whisper/addons
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Dragos Daian 💻 |
K. S. Ernest (iFire) Lee 💻 |
This project follows the all-contributors specification. Contributions of any kind welcome!
Download
Support
If you need help or have questions about this plugin, please contact the author.
Contact Author