DTLN_pytorch
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Would you be interested in converting the ncnn model of these two?
- audio denoise src: https://github.com/haoheliu/voicefixer online demo: https://haoheliu.github.io/demopage-voicefixer
- audio enhance src: https://huggingface.co/spaces/brentspell/hifi-gan-bwe online demo: https://huggingface.co/spaces/brentspell/hifi-gan-bwe
ncnn has many cases in the image field, but you are the first taster in the audio field, hope to add more cases
Thank you for your good advice.
I 'll try this and deploy use NCNN: https://github.com/brentspell/hifi-gan-bwe
Maybe next month I'll have time to do this.
@lhwcv 能不能把这个工程也转一下 DPCRN_DNS3,这个和DTLN 一样 提供了实时脚本,预训练模型。 但看不懂tensorflow 写的Conv2D_stateful 和 DeConv2D_stateful,搜索了一下也没找到pytorch 实现。
Models | Para. (M) | PESQ | STOI | SI-SDR |
---|---|---|---|---|
Noisy | - | 1.97 | 92.1 | 8.41 |
RNNoise19 [2018] | 0.06 | 2.34 | - | - |
PerceptNet3 [2020] | 8.0 | 2.73 | - | - |
DeepFilterNet4 [2022] | 1.80 | 2.81 | - | 16.63 |
S-DCCRN5 [2022] | 2.34 | 2.84 | 94.0 | - |
DPARN [2022] | 0.89 | 2.92 | 94.2 | 18.28 |