pedalboard is a Python library for adding effects to audio. It supports a number of common audio effects out of the box, and also allows the use of VST3® and Audio Unit plugin formats for third-party effects. It was built by Spotify's Audio Intelligence Lab to enable using studio-quality audio effects from within Python and TensorFlow. Internally at Spotify, pedalboard is used for data augmentation to improve machine learning models. pedalboard also helps in the process of content creation, making it possible to add effects to audio without using a Digital Audio Workstation.
https://github.com/spotify/pedalboardTags | audio tensorflow audio-production audio-unit vst3 juce audio-processing pybind11 vst3-host audio-research |
Implementation | C++ |
License | GPL |
Platform |
A VST Plug-in is an audio processing component that is utilized within a host application. This host application provides the audio or/and event streams that are processed by the Plug-in's code. Generally speaking, a VST Plug-in can take a stream of audio data, apply a process to the audio, and return the result to the host application. A VST Plug-in performs its process normally using the processor of the computer. The audio stream is broken down into a series of blocks. The host supplies the blocks in sequence. The host and its current environment control the block-size. The VST Plug-in maintains the status of all its own parameters relating to the running process: The host does not maintain any information about what the Plug-in did with the last block of data it processed. From the host application's point of view, a VST Plug-in is a black box with an arbitrary number of inputs, outputs (Event (MIDI) or Audio), and associated parameters. The host needs no implicit knowledge of the Plug-in's process to be able to use it. The Plug-in process can use whatever parameters it wishes, internally to the process, but depending on the capabilities of the host, it can allow the changes to user parameters to be automated by the host.
vst3 sdk ios win32 audio pluginsGiada is a free, minimal, hardcore audio tool for DJs, live performers and electronic musicians. How does it work? Just pick up your channel, fill it with samples or MIDI events and start the show by using this tiny piece of software as a loop machine, drum machine, sequencer, live sampler or yet as a plugin/effect host. Giada aims to be a compact and portable virtual device for Linux, Mac OS X and Windows for production use and live sets. Giada is available under the terms of the GNU General Public License. Take a look at the COPYING file for further informations.
giada midi audio audio-production audio-processing osx loop-machine daw midi-device vst juce hardcore-loopmachine c-plus-plus drum-machineEssentia is an open-source C++ library for audio analysis and audio-based music information retrieval released under the Affero GPL license. It contains an extensive collection of reusable algorithms which implement audio input/output functionality, standard digital signal processing blocks, statistical characterization of data, and a large set of spectral, temporal, tonal and high-level music descriptors. The library is also wrapped in Python and includes a number of predefined executable extractors for the available music descriptors, which facilitates its use for fast prototyping and allows setting up research experiments very rapidly. Furthermore, it includes a Vamp plugin to be used with Sonic Visualiser for visualization purposes. Essentia is designed with a focus on the robustness of the provided music descriptors and is optimized in terms of the computational cost of the algorithms. The provided functionality, specifically the music descriptors included in-the-box and signal processing algorithms, is easily expandable and allows for both research experiments and development of large-scale industrial applications. If you use example extractors (located in src/examples), or your own code employing Essentia algorithms to compute descriptors, you should be aware of possible incompatibilities when using different versions of Essentia.
audio music dsp essentia c-plus-plus music-information-retrieval audio-analysis sound-processingA Python library for audio data augmentation. Inspired by albumentations. Useful for deep learning. Runs on CPU. Supports mono audio and partially multichannel audio. Can be integrated in training pipelines in e.g. Tensorflow/Keras or Pytorch. Has helped people get world-class results in Kaggle competitions. Is used by companies making next-generation audio products. Note: ffmpeg can be installed via e.g. conda or from the official ffmpeg download page.
audio music machine-learning deep-learning dsp sound sound-processing data-augmentation augmentation audio-effects audio-data-augmentationLibav is a collection of libraries and tools to process multimedia content such as audio, video, subtitles and related metadata.
multimedia audio video video-processing multimedia-tools video-converter audio-converter audio-processingSpatial Audio Encoder in Web Audio API
spatial audio-processing webaudio ambisonics spatial-audio ambisonic vr-audio 360-audio web-audio-api interactive-audioTurn your Linux box into a complete audio and video production environment. This is the developer resource for all things related to the system. Cinelerra does primarily 3 things: capturing, compositing, and editing audio and video with sample level accuracy. It's a movie studio in a box. Cinelerra also includes a video compositing engine, allowing the user to perform common compositing operations such as keying and mattes.
video-editor video film-making editing video-editingPatchfield is an audio infrastructure for Android that provides a simple, callback-driven API for implementing audio modules (such as synthesizers and effects), a graph-based API for connecting audio modules, plus support for inter-app audio routing. It is inspired by JACK, the JACK audio connection kit.Patchfield consists of a remote or local service that acts as a virtual patchbay that audio apps can connect to, plus a number of sample apps that illustrate how to implement audio modules and how to manipulate the signal processing graph. The implementation resides entirely in userland and works on many stock consumer devices, such as Nexus 7 and 10.
Tone.js is a Web Audio framework for creating interactive music in the browser. The architecture of Tone.js aims to be familiar to both musicians and audio programmers creating web-based audio applications. On the high-level, Tone offers common DAW (digital audio workstation) features like a global transport for synchronizing and scheduling events as well as prebuilt synths and effects. Additionally, Tone provides high-performance building blocks to create your own synthesizers, effects, and complex control signals.
web-audio music synthesis scheduling samples tone web-audio-api playback effect instrument dsp signal-processing interactive-music audioThis is a TensorFlow reimplementation of Vadim's Lasagne code for style transfer algorithm for audio, which uses convolutions with random weights to represent audio features. To listen to examples go to the blog post. Also check out Torch implementation.
tensorflow style-transfer neural-styleMadmom is an audio signal processing library written in Python with a strong focus on music information retrieval (MIR) tasks. The library is internally used by the Department of Computational Perception, Johannes Kepler University, Linz, Austria (http://www.cp.jku.at) and the Austrian Research Institute for Artificial Intelligence (OFAI), Vienna, Austria (http://www.ofai.at).
audio-analysis signal-processing machine-learning music-information-retrieval numpy scipy cythonThe aim of this repository is to create a comprehensive, curated list of python software/tools related and used for scientific research in audio/music applications. There is already PythonInMusic but it is not up to date and includes too many packages of special interest that are mostly not relevant for scientific applications. Awesome-Python is large curated list of python packages. However, the audio section is very small.
awesome-list audioWeb Audio Library with HTML5 audio fallback. Waud is a simple and powerful web audio library that allows you to go beyond HTML5's <audio> tag and easily take advantage of Web Audio API. It abstracts Web Audio API making it consistent and reliable across multiple platforms and browsers. It also falls back to HTML5 Audio on non-modern browsers where Web Audio API is not supported.
web-audio base64 npm-package web-audio-library audio-sprites html5-audio haxelib web-audio-api js audio web sounds audiocontext library waud.js waud audiosprite sprite audio-sprite datauripyo is a Python module written in C to help digital signal processing script creation. pyo is a Python module containing classes for a wide variety of audio signal processing types. With pyo, user will be able to include signal processing chains directly in Python scripts or projects, and to manipulate them in real time through the interpreter. Tools in pyo module offer primitives, like mathematical operations on audio signal, basic signal processing (filters, delays, synthesis generators, etc.), but also complex algorithms to create sound granulation and others creative audio manipulations. pyo supports OSC protocol (Open Sound Control), to ease communications between softwares, and MIDI protocol, for generating sound events and controlling process parameters. pyo allows creation of sophisticated signal processing chains with all the benefits of a mature, and widely used, general programming language.
pyo signal-processing radio-pyo sound dsp audio music synthesisCross-platform audio engine that implements features necessary for basic audio processing such as file loading/saving, audio mixing, sample/bit rate conversion, audio mixing/chaining, effects processing and some simple DSP operations. Still under develo
SoX is the Swiss Army Knife of sound processing utilities. It can convert audio files to other popular audio file types and also apply sound effects and filters during the conversion. SoX can play and record audio files on most platforms.
audio-converter audio video player recorderiStudio is an open source audio development platform aiming to become professional audio and signal processing suite with fully functional audio editor.
audio audio-pitch audio-player digital-signal dsp fft fourier-transformKlio is an ecosystem that allows you to process audio files – or any binary files – easily and at scale. Klio jobs are opinionated data pipelines in Python (streaming or batch) built upon Apache Beam and tuned for audio and binary file processing.
signal-processing data-pipeline audio-processing media-processinghowler.js is an audio library for the modern web. It defaults to Web Audio API and falls back to HTML5 Audio. This makes working with audio in JavaScript easy and reliable across all platforms.
audio webaudio web-audio html5-audio audio-library music playbackSnapcast is a multiroom client-server audio player, where all clients are time synchronized with the server to play perfectly synced audio. It's not a standalone player, but an extension that turns your existing audio player into a Sonos-like multiroom solution. Audio is captured by the server and routed to the connected clients. Several players can feed audio to the server in parallel and clients can be grouped to play the same audio stream. One of the most generic ways to use Snapcast is in conjunction with the music player daemon (MPD) or Mopidy. The encoded chunks are sent via a TCP connection to the Snapclients. Each client does continuous time synchronization with the server, so that the client is always aware of the local server time. Every received chunk is first decoded and added to the client's chunk-buffer. Knowing the server's time, the chunk is played out using a system dependend low level audio API (e.g. ALSA) at the appropriate time. Time deviations are corrected by playing faster/slower, which is done by removing/duplicating single samples (a sample at 48kHz has a duration of ~0.02ms).
audio music sonos audio-player audio-streaming lms synchronous multiroom-audio
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