mfcc-rust
noise-suppression-for-voice
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mfcc-rust | noise-suppression-for-voice | |
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5 | 108 | |
16 | 4,388 | |
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5.8 | 0.0 | |
9 months ago | 2 months ago | |
Rust | C | |
Apache License 2.0 | GNU General Public License v3.0 only |
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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.
noise-suppression-for-voice
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Having trouble with getting microphone to be recognized
Yes, I think it pipes the default input (source) to the default output. I have a noise cancelling source and if I switch to it the loopback follows it and I hear the de-noised one
- Removing Background noise from vocal/guitar performance
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Loud Keyboards on Calls
For linux: https://github.com/werman/noise-suppression-for-voice
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Linux Audio Noise suppression using deep filtering in Rust
Frankly, what I hear is very similar to the results of classic spectral denoising, even with the characteristic artifacts (for Linux, there's Noise Repellent [1] available for advanced spectral denoising; there's also a ton of commercial spectral processors).
The demonstration could use more random background noises to separate it from spectral processors, and more varied vocabulary to separate it from RNNVoice [2] which tends to suppress breath and parts of sibilants, making the sound unnatural. The latency is also important - is it as low as in RNNVoice? What about the CPU load?
[1] https://github.com/lucianodato/noise-repellent
[2] https://github.com/werman/noise-suppression-for-voice
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Real-Time Noise Suppression for PipeWire writen in Rust
Nice, hopefully you or somebody else will turn this into an easy to use PipeWire plugin, so I can replace noise-suppression-for-voice.
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What audio software do you use for prerecorded videos and screen capture?
I use this plugin to remove the sound of my air conditioner, which can be quite loud: https://github.com/werman/noise-suppression-for-voice
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AMD Demoes Ryzen AI at Computex 2023
This comes very close to RTX Voice while being multiple times more efficient. Not as good as RTX Voice but I prefer much lower HW usage.
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Solid microphone (not headset) for gaming?
bonus points if you use equalizerAPO + a VST plugin for noise suppression if you really need to suppress noise.
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Using a AUDIOTECH AT897 for streaming
I like the RNNoise plugin so much I ended up using it in my audio tracks too when doing vocals.
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Noise Suppression mic filter is a lifesaver, how can I constantly have this on my PC?
equalizerAPO + https://github.com/werman/noise-suppression-for-voice
What are some alternatives?
openWakeWord - An open-source audio wake word (or phrase) detection framework with a focus on performance and simplicity.
easyeffects - Limiter, compressor, convolver, equalizer and auto volume and many other plugins for PipeWire applications
secret_sauce_ai - Secret Sauce AI: a coordinated community of tech minded AI enthusiasts
rnnoise - Recurrent neural network for audio noise reduction
TX-2-simulator - Simulator for the pioneering TX-2 computer
pipewire - Mirror of the PipeWire repository (see https://gitlab.freedesktop.org/pipewire/pipewire/)
precise-wakeword-model-maker - Automated, end-to-end wakeword model maker using the Precise Wakeword Engine
NoiseTorch - Real-time microphone noise suppression on Linux.
glados-voice-assistant - DIY Voice Assistant based on the GLaDOS character from Portal video game series. Works with home assistant!
obs-rnnoise
NLU-snips-converter - Quick and dirty solution to convert CSV training data into Snips JSON format and train an engine
pipewire-debian - Upstream Version of pipewire, wireplumber, roc-toolkit & blueman for debian/ubuntu