DPDFNet
Clean up noisy speech in real time with DPDFNet - open-source streaming speech enhancement for research, audio apps, and edge devices. Includes pretrained models, PyTorch code, ONNX/TFLite inference, 8/16/48 kHz support, and live demos.
File Explorer
Download Latest Version (.zip)- dpdfnet2_48khz_hr_gif.gif
- live_demo.png
- dpdfnet.py
- dpdfnet_48khz_hr.py
- dpdfnet_8khz.py
- init_norms.py
- modules.py
- multiframe.py
- utils.py
- dpdfnet.py
- dpdfnet_48khz_hr.py
- dpdfnet_8khz.py
- export_dpdfnet_48khz_hr_to_onnx.py
- export_dpdfnet_8khz_to_onnx.py
- export_dpdfnet_to_onnx.py
- export_utils.py
- infer_dpdfnet_onnx.py
- init_norms.py
- layers.py
- multiframe.py
- utils.py
- __init__.py
- __main__.py
- api.py
- audio.py
- banner.py
- cli.py
- models.py
- onnx_backend.py
- stream.py
- conftest.py
- test_package_behaviors.py
- LICENSE
- pyproject.toml
- README.md
- requirements.txt
- setup.py
- infer_dpdfnet_tflite.py
- .gitignore
- banner.py
- LICENSE
- pesq_stoi_sisnr_calc.py
- README.md
- real_time_demo.py
- requirements.txt
# Installation Guide
git clone https://github.com/ceva-ip/DPDFNet
Downloads the entire project code from GitHub to your computer.
cd DPDFNet
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip install dpdfnet
Installs the package published on PyPI directly β no need to clone the source.
pip install sounddevice
Installs the package published on PyPI directly β no need to clone the source.
pip install -U "huggingface_hub[cli]"
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.
3. Python
Easypip install dpdfnet
Installs the package published on PyPI directly β no need to clone the source.
pip install sounddevice
Installs the package published on PyPI directly β no need to clone the source.
python -m venv .venv
Runs the Python script (or module).
pip install -r requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
pip install -U "huggingface_hub[cli]"
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.