lye
timbre_painting
lye | timbre_painting | |
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- | 1 | |
8 | 77 | |
- | - | |
0.0 | 3.1 | |
over 11 years ago | 4 days ago | |
Python | Python | |
MIT License | - |
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lye
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timbre_painting
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[D] Is it possible to create an AI that learns to make mashups of songs?
Another interesting technology that came up last year is Differential Digital Signal Processing and the things you can do with it. Basically, the authors implemented a library of synthesizers in tensorflow and used those to train an autoencoder on monophonic audio, such that the waveform gets encoded into timbre, melody and loudness, which can be decoded to synthesizer control sequences, which then again sound like the original waveform. This (timbre, melody, loudness) is a pretty useful abstraction that has also been used by other work, but so far it only works for monophonic audio.
What are some alternatives?
djembe - Hit drums with Haskell
matchering - 🎚️ Open Source Audio Matching and Mastering
proteaaudio - Simple audio library for Windows, Linux, OSX. Supports Mp3, Ogg, Wav playback and multichannel mixing.
ALAE - [CVPR2020] Adversarial Latent Autoencoders
FModExRaw - FModEx Haskell API. Discontinued.
sarasvati - Sarasvati is an audio library with portaudio.
mushu - Mushu is a minimalist MPD client with a TUI and an incremental fuzzy finder for your music library
rubberband - Haskell binding to the C++ audio stretching library Rubber Band
alsa-mixer - Haskell bindings to the ALSA mixer API
hsc3-server - SuperCollider server resource management and synchronization
bindings-portaudio - Raw bindings for portaudio 2.0
truelevel - audio compressor in Haskell