Implement a real-time loop for DeepFilterNet about deepfilternet HOT 10 CLOSED

Still the case as long as this issue is open.

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Ideally a real-time loop would be implemented in Rust, so we can ship a compiled binary without any dependencies.

from deepfilternet.

Simple implementation of a real-time, you can experience
https://github.com/andyweiqiu/denoiser-realtime-48k-ios

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Hi folks, I released a real time loop fully written in Rust. You can download a deep-filter executable in the latest 0.3.0 release.

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Hi Stuart,

thanks for your interest in this project. As of now, no real-time loop is available. There is a WIP version in #13, but it has a bug in the 2nd stage resulting in worse audio quality.
So this is definitely planned, but I cannot give an ETA.

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No probs but great to hear as been wondering how it compares to https://github.com/breizhn/DTLN so if you would if you remember add a comment so that I see it in notifications.
Also just out curiosity but is there any method that is purely to extract a single KW (Keyword) from noise as voicefilter-lite is targeted speaker extraction as an example is it possible to do targeted KW extraction? For want of a better description.
PS had to look up Tract is that generally more performant than rust tflite or just more interoperable?

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Also just out curiosity but is there any method that is purely to extract a single KW (Keyword) from noise as voicefilter-lite is targeted speaker extraction as an example is it possible to do targeted KW extraction?

Keyword detection is a different problem and only barely related to speech enhancement.

PS had to look up Tract is that generally more performant than rust tflite or just more interoperable?

I haven't used rust tf light, so I cannot comment on this. I would be interested in some benchmarks as well.

from deepfilternet.

Hi Stuart,

thanks for your interest in this project. As of now, no real-time loop is available. There is a WIP version in #13, but it has a bug in the 2nd stage resulting in worse audio quality. So this is definitely planned, but I cannot give an ETA.

is it still the case right now after v0.2.3?

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Relevant #106

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Thanks for the link. It would be great, if you would contribute back to the open source community and open source the denoising loop as well.

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