```
_____ _____
| __ \ | __ \
| | | | __ _ __ __ | | | | _ __ ___ __ _ _ __ ___ ___ _ __
| | | | / _` | \ \ /\ / / | | | | | '__| / _ \ / _` | | '_ ` _ \ / _ \ | '__|
| |__| | | (_| | \ V V / | |__| | | | | __/ | (_| | | | | | | | | __/ | |
|_____/ \__,_| \_/\_/ |_____/ |_| \___| \__,_| |_| |_| |_| \___| |_|
* * Digital Audio Workstation with Python * *
```
[](https://github.com/DBraun/DawDreamer/actions/workflows/all.yml)
[](https://pypi.python.org/pypi/dawdreamer/)
[](https://github.com/DBraun/DawDreamer/blob/main/LICENSE)
[](https://dirt.design/DawDreamer/)
# DawDreamer
Read the [introduction](https://arxiv.org/abs/2111.09931) to DawDreamer, which was presented as a Late-Breaking Demo at the [2021 ISMIR Conference](https://ismir2021.ismir.net/lbd/).
DawDreamer is an audio-processing Python framework supporting core [DAW](https://en.wikipedia.org/wiki/Digital_audio_workstation) features and beyond:
* Composing graphs of multi-channel audio processors
* Audio playback
* [VST instruments and effects](https://github.com/DBraun/DawDreamer/wiki/Plugin-Processor) (with UI editing and state loading/saving)
* [FAUST](https://github.com/DBraun/DawDreamer/wiki/Faust-Processor) effects and polyphonic instruments
* [Time-stretching and looping](https://github.com/DBraun/DawDreamer/wiki/Playback-Warp-Processor), optionally according to Ableton Live warp markers
* [Pitch-warping](https://github.com/DBraun/DawDreamer/wiki/Playback-Warp-Processor)
* Parameter automation at audio-rate and at pulses-per-quarter-note
* Parameter automation saving in absolute audio-rate time
* MIDI playback in absolute time and PPQN time
* MIDI file export in absolute time
* Rendering and saving multiple processors simultaneously
* Support for the [Faust Box](https://github.com/DBraun/DawDreamer/tree/main/examples/Box_API) and Signal APIs
* Transpiling Faust code to [JAX/Flax](https://github.com/DBraun/DawDreamer/tree/main/examples/Faust_to_JAX) and other target languages (C++, Rust, Wasm, etc.)
* Machine learning experiments with [QDax](https://github.com/DBraun/DawDreamer/tree/main/examples/Faust_to_QDax)
* [Multiprocessing support](https://github.com/DBraun/DawDreamer/tree/main/examples/multiprocessing_plugins)
* Full support on macOS, Windows, Linux, Google Colab, and Ubuntu Dockerfile
DawDreamer's foundation is [JUCE](https://github.com/julianstorer/JUCE), with a user-friendly Python interface thanks to [pybind11](https://github.com/pybind/pybind11). DawDreamer evolved from an earlier VSTi audio "renderer", [RenderMan](https://github.com/fedden/RenderMan).
## Installation
macOS requirements:
* 64-bit Python 3.9 or higher
* macOS 11.0 or higher
Windows requirements:
* 64-bit Python 3.8 or higher
Linux requirements:
* 64-bit Python 3.8 or higher
Install with [PyPI](https://pypi.org/project/dawdreamer/):
`pip install dawdreamer`
## API Documentation
[https://dirt.design/DawDreamer/](https://dirt.design/DawDreamer/dawdreamer.html)
## Basic Example
Using Faust, let's make a stereo sine-tone at 440 Hz and -6 dB. You can run this code as-is.
```python
import dawdreamer as daw
from scipy.io import wavfile
SAMPLE_RATE = 44100
engine = daw.RenderEngine(SAMPLE_RATE, 512) # 512 block size
faust_processor = engine.make_faust_processor("faust")
faust_processor.set_dsp_string(
"""
declare name "MySine";
freq = hslider("freq", 440, 0, 20000, 0);
gain = hslider("vol[unit:dB]", 0, -120, 20, 0) : ba.db2linear;
process = freq : os.osc : _*gain <: si.bus(2);
"""
)
print(faust_processor.get_parameters_description())
engine.load_graph([
(faust_processor, [])
])
faust_processor.set_parameter("/MySine/freq", 440.) # 440 Hz
faust_processor.set_parameter("/MySine/vol", -6.) # -6 dB volume
engine.set_bpm(120.)
engine.render(4., beats=True) # render 4 beats.
audio = engine.get_audio() # shaped (2, N samples)
wavfile.write('sine_demo.wav', SAMPLE_RATE, audio.transpose())
# Change settings and re-render
faust_processor.set_parameter("/MySine/freq", 880.) # 880 Hz
engine.render(4., beats=True)
# and so on...
```
Next, let's make a graph with a VST instrument and effect. This graph will be simple, but you can make more complicated ones.
```python
import dawdreamer as daw
from scipy.io import wavfile
SAMPLE_RATE = 44100
INSTRUMENT_PATH = "path/to/instrument.dll"
EFFECT_PATH = "path/to/effect.dll"
engine = daw.RenderEngine(SAMPLE_RATE, 512)
engine.set_bpm(120.)
synth = engine.make_plugin_processor("synth", PLUGIN_PATH)
print('inputs:', synth.get_num_input_channels())
print('inputs:', synth.get_num_output_channels())
print(synth.get_parameters_description())
synth.set_parameter(7, .1234)
# (MIDI note, velocity, start sec, duration sec)
synth.add_midi_note(60, 100, 0.0, 2.)
effect = engine.make_plugin_processor("effect", EFFECT_PATH)
engine.load_graph([
(synth, []),
(effect, [synth.get_name()]) # effect needs 2 channels, and "synth" provides those 2.
])
engine.render(4.) # render 4 seconds.
audio = engine.get_audio()
wavfile.write('synth_demo.wav', SAMPLE_RATE, audio.transpose())
synth.clear_midi()
# add midi again, render again, and so on...
```
Please refer to the [Wiki](https://github.com/DBraun/DawDreamer/wiki), [examples](https://github.com/DBraun/DawDreamer/tree/main/examples/), [API documentation](https://dirt.design/DawDreamer), and [tests](https://github.com/DBraun/DawDreamer/tree/main/tests).
## License
DawDreamer is licensed under GPLv3 to make it easier to comply with all of the dependent projects. If you use DawDreamer, you must obey the licenses of [JUCE](https://github.com/juce-framework/JUCE/), [pybind11](https://github.com/pybind/pybind11/), [Libsamplerate](https://github.com/libsndfile/libsamplerate), [Rubber Band Library](https://github.com/breakfastquay/rubberband/), [Steinberg VST2/3](https://www.steinberg.net/vst-instruments/), and [FAUST](https://github.com/grame-cncm/faust).
## Thanks to contributors to the original [RenderMan](https://github.com/fedden/RenderMan)
* [fedden](https://github.com/fedden), RenderMan creator
* [jgefele](https://github.com/jgefele)
* [harritaylor](https://github.com/harritaylor)
* [cannoneyed](https://github.com/cannoneyed/)
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"description": "```\n _____ _____ \n | __ \\ | __ \\ \n | | | | __ _ __ __ | | | | _ __ ___ __ _ _ __ ___ ___ _ __ \n | | | | / _` | \\ \\ /\\ / / | | | | | '__| / _ \\ / _` | | '_ ` _ \\ / _ \\ | '__|\n | |__| | | (_| | \\ V V / | |__| | | | | __/ | (_| | | | | | | | | __/ | | \n |_____/ \\__,_| \\_/\\_/ |_____/ |_| \\___| \\__,_| |_| |_| |_| \\___| |_| \n \n* * Digital Audio Workstation with Python * *\n```\n\n\n[](https://github.com/DBraun/DawDreamer/actions/workflows/all.yml)\n[](https://pypi.python.org/pypi/dawdreamer/)\n[](https://github.com/DBraun/DawDreamer/blob/main/LICENSE)\n\n[](https://dirt.design/DawDreamer/)\n\n# DawDreamer\n\nRead the [introduction](https://arxiv.org/abs/2111.09931) to DawDreamer, which was presented as a Late-Breaking Demo at the [2021 ISMIR Conference](https://ismir2021.ismir.net/lbd/).\n\nDawDreamer is an audio-processing Python framework supporting core [DAW](https://en.wikipedia.org/wiki/Digital_audio_workstation) features and beyond:\n* Composing graphs of multi-channel audio processors\n* Audio playback\n* [VST instruments and effects](https://github.com/DBraun/DawDreamer/wiki/Plugin-Processor) (with UI editing and state loading/saving)\n* [FAUST](https://github.com/DBraun/DawDreamer/wiki/Faust-Processor) effects and polyphonic instruments\n* [Time-stretching and looping](https://github.com/DBraun/DawDreamer/wiki/Playback-Warp-Processor), optionally according to Ableton Live warp markers\n* [Pitch-warping](https://github.com/DBraun/DawDreamer/wiki/Playback-Warp-Processor)\n* Parameter automation at audio-rate and at pulses-per-quarter-note\n* Parameter automation saving in absolute audio-rate time\n* MIDI playback in absolute time and PPQN time\n* MIDI file export in absolute time\n* Rendering and saving multiple processors simultaneously\n* Support for the [Faust Box](https://github.com/DBraun/DawDreamer/tree/main/examples/Box_API) and Signal APIs\n* Transpiling Faust code to [JAX/Flax](https://github.com/DBraun/DawDreamer/tree/main/examples/Faust_to_JAX) and other target languages (C++, Rust, Wasm, etc.)\n* Machine learning experiments with [QDax](https://github.com/DBraun/DawDreamer/tree/main/examples/Faust_to_QDax)\n* [Multiprocessing support](https://github.com/DBraun/DawDreamer/tree/main/examples/multiprocessing_plugins)\n* Full support on macOS, Windows, Linux, Google Colab, and Ubuntu Dockerfile\n\nDawDreamer's foundation is [JUCE](https://github.com/julianstorer/JUCE), with a user-friendly Python interface thanks to [pybind11](https://github.com/pybind/pybind11). DawDreamer evolved from an earlier VSTi audio \"renderer\", [RenderMan](https://github.com/fedden/RenderMan).\n\n## Installation\n\nmacOS requirements:\n* 64-bit Python 3.9 or higher\n* macOS 11.0 or higher\n\nWindows requirements:\n* 64-bit Python 3.8 or higher\n\nLinux requirements:\n* 64-bit Python 3.8 or higher\n\nInstall with [PyPI](https://pypi.org/project/dawdreamer/):\n\n`pip install dawdreamer`\n\n## API Documentation\n\n[https://dirt.design/DawDreamer/](https://dirt.design/DawDreamer/dawdreamer.html)\n\n## Basic Example\n\nUsing Faust, let's make a stereo sine-tone at 440 Hz and -6 dB. You can run this code as-is.\n\n```python\nimport dawdreamer as daw\nfrom scipy.io import wavfile\nSAMPLE_RATE = 44100\nengine = daw.RenderEngine(SAMPLE_RATE, 512) # 512 block size\nfaust_processor = engine.make_faust_processor(\"faust\")\nfaust_processor.set_dsp_string(\n \"\"\"\n declare name \"MySine\";\n freq = hslider(\"freq\", 440, 0, 20000, 0);\n gain = hslider(\"vol[unit:dB]\", 0, -120, 20, 0) : ba.db2linear;\n process = freq : os.osc : _*gain <: si.bus(2);\n \"\"\"\n )\nprint(faust_processor.get_parameters_description())\nengine.load_graph([\n (faust_processor, [])\n])\nfaust_processor.set_parameter(\"/MySine/freq\", 440.) # 440 Hz\nfaust_processor.set_parameter(\"/MySine/vol\", -6.) # -6 dB volume\n\nengine.set_bpm(120.)\nengine.render(4., beats=True) # render 4 beats.\naudio = engine.get_audio() # shaped (2, N samples)\nwavfile.write('sine_demo.wav', SAMPLE_RATE, audio.transpose())\n\n# Change settings and re-render\nfaust_processor.set_parameter(\"/MySine/freq\", 880.) # 880 Hz\nengine.render(4., beats=True)\n# and so on...\n```\n\nNext, let's make a graph with a VST instrument and effect. This graph will be simple, but you can make more complicated ones.\n\n```python\nimport dawdreamer as daw\nfrom scipy.io import wavfile\nSAMPLE_RATE = 44100\nINSTRUMENT_PATH = \"path/to/instrument.dll\"\nEFFECT_PATH = \"path/to/effect.dll\"\n\nengine = daw.RenderEngine(SAMPLE_RATE, 512)\nengine.set_bpm(120.)\n\nsynth = engine.make_plugin_processor(\"synth\", PLUGIN_PATH)\nprint('inputs:', synth.get_num_input_channels())\nprint('inputs:', synth.get_num_output_channels())\nprint(synth.get_parameters_description())\n\nsynth.set_parameter(7, .1234)\n\n# (MIDI note, velocity, start sec, duration sec)\nsynth.add_midi_note(60, 100, 0.0, 2.)\n\neffect = engine.make_plugin_processor(\"effect\", EFFECT_PATH)\n\nengine.load_graph([\n (synth, []),\n (effect, [synth.get_name()]) # effect needs 2 channels, and \"synth\" provides those 2.\n ])\n\nengine.render(4.) # render 4 seconds.\naudio = engine.get_audio()\nwavfile.write('synth_demo.wav', SAMPLE_RATE, audio.transpose())\nsynth.clear_midi()\n# add midi again, render again, and so on...\n```\n\nPlease refer to the [Wiki](https://github.com/DBraun/DawDreamer/wiki), [examples](https://github.com/DBraun/DawDreamer/tree/main/examples/), [API documentation](https://dirt.design/DawDreamer), and [tests](https://github.com/DBraun/DawDreamer/tree/main/tests). \n\n## License\n\nDawDreamer is licensed under GPLv3 to make it easier to comply with all of the dependent projects. If you use DawDreamer, you must obey the licenses of [JUCE](https://github.com/juce-framework/JUCE/), [pybind11](https://github.com/pybind/pybind11/), [Libsamplerate](https://github.com/libsndfile/libsamplerate), [Rubber Band Library](https://github.com/breakfastquay/rubberband/), [Steinberg VST2/3](https://www.steinberg.net/vst-instruments/), and [FAUST](https://github.com/grame-cncm/faust).\n\n## Thanks to contributors to the original [RenderMan](https://github.com/fedden/RenderMan)\n* [fedden](https://github.com/fedden), RenderMan creator\n* [jgefele](https://github.com/jgefele)\n* [harritaylor](https://github.com/harritaylor)\n* [cannoneyed](https://github.com/cannoneyed/)\n",
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