DeepFilterNet
pedalboard
DeepFilterNet | pedalboard | |
---|---|---|
10 | 24 | |
1,969 | 4,866 | |
- | 1.4% | |
8.9 | 8.2 | |
9 days ago | 8 days ago | |
Python | C++ | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
DeepFilterNet
-
Anyone know of a good TTS pipeline for raw speech data?
You mean remove background noise and transcribe? Then you can use DeepFilterNet to remove noise, and Whisper to transcribe.
-
Open Source Libraries
Rikorose/DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio (48kHz) using on Deep Filtering
- DeepFilterNet: Noise supression using deep filtering
-
Linux Audio Noise suppression using deep filtering in Rust
It looks like the library in Rust is using `tract-onnx` to do the inference: https://github.com/Rikorose/DeepFilterNet/blob/2a84d2a1750a5... I am wondering whether using Python for research, training in big data center, and Rust at edge for efficient inference would be a trend in the future. We do have a larger community of C++ right now for inference (e.g. ggml). But Rust crate as component to build applications of AI is joy to use.
-
Real-Time Noise Suppression for PipeWire writen in Rust
Repo: https://github.com/Rikorose/DeepFilterNet
pedalboard
-
Open Source Libraries
spotify/pedalboard: audio effects for Python and TensorFlow
-
Importing a library from GitHub?
pip install git+https://github.com/spotify/pedalboard.git
-
Python-based (or usable through command-line) synths and samplers
I haven't tried it yet, but pedalboard is probably your best bet. DawDreamer also looks interesting ...
-
Library for Audio Effects (Debian Raspberry Pi)
I found this really cool and promising library called "Pedalboard" but when I try to install it using PIP I get this error message:
- converting normal audio into 3D audio and 'changing the distance'
-
I need to learn audio processing in Python.
Perhaps Spotify Pedalboard might be of interest
-
This Week In Python
pedalboard – A Python library for manipulating audio
-
Suggestions for processing ~12,000 audio files for ML?
Thanks for the suggestions, everybody! I'm going to try writing a python script using this library: https://github.com/spotify/pedalboard to loop through all files in my sample directory and save the processed outputs to a new folder. Hoping it doesn't melt my poor 2018 Macbook Pro - I'll try running it on a smaller folder at first and see how it goes.
-
Good solution to simply run VST directly without DAW?
Do you want to run the effect online or offline? You can do it offline with: https://github.com/spotify/pedalboard
-
Library for for generating audio from midi VST?
I think you could do it with this https://github.com/spotify/pedalboard
What are some alternatives?
NoiseTorch - Real-time microphone noise suppression on Linux.
DawDreamer - Digital Audio Workstation with Python; VST instruments/effects, parameter automation, FAUST, JAX, Warp Markers, and JUCE processors
audio-webui - A webui for different audio related Neural Networks
audiogridder - DSP servers using general purpose computers and networks
noise-repellent - Lv2 suite of plugins for broadband noise reduction
element - Element Audio Plugin Host
PiDTLN - Apply machine learning model DTLN for noise suppression and acoustic echo cancellation on Raspberry Pi
JUCE - JUCE is an open-source cross-platform C++ application framework for desktop and mobile applications, including VST, VST3, AU, AUv3, LV2 and AAX audio plug-ins.
wenet - Production First and Production Ready End-to-End Speech Recognition Toolkit
BespokeSynth - Software modular synth [Moved to: https://github.com/BespokeSynth/BespokeSynth]
rnnoise - Recurrent neural network for audio noise reduction
VeeSeeVSTRack - Open-source virtual modular synthesizer