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mfcc-rust | rnnoise | |
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5 | 16 | |
16 | 3,686 | |
- | 5.8% | |
5.8 | 4.7 | |
9 months ago | 13 days ago | |
Rust | C | |
Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
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.
mfcc-rust
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Real-Time Noise Suppression for PipeWire writen in Rust
hey, quick question. do you mind if I use your stft function in the speech preprocessing library I've been working on? we've been trying to add support for doing mel spectrograms to build a runner for openwakeword, but progress is pretty slow because I've been soloing something I really don't have the right background for(I've never directly studied or worked with signal processing)
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Hey Rustaceans! Got a question? Ask here (23/2023)!
So I've been working on an speech preprocessing library for rust for a minute now. The tl;dr is it contains functions related to preprocessing audio for use in speech-centric models. I've run into a situation where I'm running against a few conflicting design constraints and trying to figure out the best way to handle state for a set of functions.
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I want to contribute in a big project
we could always use contributors for mfcc-rust/speechsauce(we're planning on changing the name as it's not limited to just computing mfcc's).
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HELP NEEDED: Using RUST and open source tools for reliable wake-word detection :tuerca_y_perno:
The code has comments and in the GitHub issues is written what's missing, the goal is to mimic functionality from NumPy not present in NDArray (a library for maths operations). You can find the code here: https://github.com/secretsauceai/mfcc-rust. Take a look, if you feel that you can give a hand, that would be amazing!!! Let's make a new exciting voice future!!!
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Make your own custom wakeword and other FOSS voice assistant solutions
This release represents the first phase in the wakeword project, we are working on a Rust wakeword engine based on Precise and a SpeechPy MFCC port in Rust so that user's can run the wakeword easily on their phone and other devices. It is hard to believe that there aren't any current good solutions to running a modern FOSS wakeword engine on a phone in real time. We want to change that and allow everyone access to this technology, with their own wakeword of choice.
rnnoise
- RNNoise 0.2 – now trained using only publicly available CC-licensed datasets
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Lyrebird the Linux voice changer now supports PipeWire
Sure.
Carla: https://github.com/falkTX/Carla
It lets me install any normal audio pro audio plugins, for example https://github.com/xiph/rnnoise
It also does some cable management, but qpwgraph is maybe better for that.
I looked at your code and the approach (IMO) is kind of bad.
If you want to solve the problem of "voice changer", you can skip the UI entirely and just use plugin parameters. You can also skip the problem of managing the connections. And when you publish your work, every pro audio software (Ableton, Reaper, whatever) can use your audio processing.
Hope that helps.
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Real-Time Noise Suppression for PipeWire writen in Rust
Interesting! How does it compare with NoiseTorch/RNNoise?
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GTX Voice auf vorhandene Audiodateien anwenden?
Das ist eine open source lib. Damit sollte das klappen. https://github.com/xiph/rnnoise/blob/master/examples/rnnoise_demo.c
- AI Audio Upscaling?
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What are some must-have Linux gaming utilities that you all know about? I just discovered mangohud and goverlay for getting live system resource stats in an overlay while I'm doing my Linux gaming, kind of like rivatuner on Windows... wish I discovered these sooner...
RNNoise (behaves similarly to RTX broadcast/voice/whatever the fuck they're calling it now, but with significantly better performance) - plugs into OBS or other programs flawlessly
- AMD leaks then removes announcement of AI noise-canceling function
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OBS – Open Broadcaster Software
OBS ships with rnnoise noise reduction, which is like NVIDIA Broadcast, but works on any CPU. See also NoiseTorch and EasyEffects if you're on Linux.
It's pretty great, works decently, but the sad thing is the author put it out a few years ago, wrote a paper and then moved onto something else and it's pretty much unmaintained and requires some very specific ML knowledge.
https://github.com/xiph/rnnoise
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Noise suppression on Ubuntu 22.04 running pipewire
I found this tool https://github.com/xiph/rnnoise and this guide that doesn't have ubuntu guide https://medium.com/@gamunu/linux-noise-cancellation-b9f997f6764d
- Recurrent neural network for audio noise reduction
What are some alternatives?
openWakeWord - An open-source audio wake word (or phrase) detection framework with a focus on performance and simplicity.
noise-suppression-for-voice - Noise suppression plugin based on Xiph's RNNoise
secret_sauce_ai - Secret Sauce AI: a coordinated community of tech minded AI enthusiasts
NoiseTorch - Real-time microphone noise suppression on Linux.
TX-2-simulator - Simulator for the pioneering TX-2 computer
Oat++ - 🌱Light and powerful C++ web framework for highly scalable and resource-efficient web application. It's zero-dependency and easy-portable.
precise-wakeword-model-maker - Automated, end-to-end wakeword model maker using the Precise Wakeword Engine
Joplin - Joplin - the secure note taking and to-do app with synchronisation capabilities for Windows, macOS, Linux, Android and iOS.
glados-voice-assistant - DIY Voice Assistant based on the GLaDOS character from Portal video game series. Works with home assistant!
slowbug - Slowbug is a VS Code extension for debugging your code in slow-mo!
NLU-snips-converter - Quick and dirty solution to convert CSV training data into Snips JSON format and train an engine
ctl - My variant of the C Template Library