Synthesizer Plugin

I created this synth using C++ and Juce application framework. It includes various filters and oscillators, as well as sliders like frequency modulation, filter resonance and ADSR.

A short demo of the synth can be found here.

De-noising DNN

This model aims to remove background and string noises from acoustic guitar recordings. It is trained on pairs of noisy and clean STFT data from recordings: the clean recordings are from GuitarSet, and the noisy recordings I mixed post with string noise. Its architecture consists of a convolution layer for feature extraction, BiLSTM for sequential modeling, and an attention layer.

The video shows three example model outputs.

spectrogram.mp4

This video contains a spectrogram, animated and 3D modeled using Python and various packages (pydubs for audio data, mpl_toolkits for modeling). The frequencies of the audio are extracted using Short-Time Fourier Transform, and the spectrogram reads the signal of a new music idea I have produced!

Sampler Plugin

I also created this simple sampler VST/AU with C++ and Juce, the video contains a short demo of the plugin with different ADSR settings.

Contact: gpkanders@gmail.com

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