Neural-Speech-Dereverberation
DeepFilterNet
| Neural-Speech-Dereverberation | DeepFilterNet | |
|---|---|---|
| 1 | 10 | |
| 98 | 2,009 | |
| - | - | |
| 1.8 | 8.9 | |
| over 2 years ago | 12 days ago | |
| Python | Python | |
| GNU General Public License v3.0 only | GNU General Public License v3.0 or later |
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Neural-Speech-Dereverberation
DeepFilterNet
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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.
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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
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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.
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Real-Time Noise Suppression for PipeWire writen in Rust
Repo: https://github.com/Rikorose/DeepFilterNet
What are some alternatives?
voicefixer - General Speech Restoration
NoiseTorch - Real-time microphone noise suppression on Linux.
MockingBird - 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
audio-webui - A webui for different audio related Neural Networks
speechbrain - A PyTorch-based Speech Toolkit
noise-repellent - Lv2 suite of plugins for broadband noise reduction
mayavoz - Pytorch based speech enhancement toolkit.
PiDTLN - Apply machine learning model DTLN for noise suppression and acoustic echo cancellation on Raspberry Pi
wenet - Production First and Production Ready End-to-End Speech Recognition Toolkit
rnnoise - Recurrent neural network for audio noise reduction
noise-suppression-for-voice - Noise suppression plugin based on Xiph's RNNoise
fish-diffusion - An easy to understand TTS / SVS / SVC framework