A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICASSP 2021)
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Nov 13, 2022 - Jupyter Notebook
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musdb18
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A PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for Music Information Retrieval Conference, ISMIR. 2020.
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Jul 1, 2022 - Jupyter Notebook
A PyTorch implementation of the paper: "AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries" (ACM Multimedia 2021)
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Jul 4, 2021 - Python
Voiceolation is a neural network for trained to extracts vocals from songs.
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Jan 27, 2022 - Python
Pytorch implementation of MDensenet and sparse NMF. Made for my undergraduate thesis "Music Source Separation with Supervised Learning Methods".
pytorch
neural-networks
supervised-learning
nmf
music-source-separation
thesis-project
open-unmix
musdb18
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Jan 31, 2021 - Python
Music source separation testbench with various offline and realtime DSP and machine learning algorithms using the STFT, CQT, NSGT, sliCQT, WMDCT, and TFJigsaw
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Sep 9, 2021 - MATLAB
Tensorflow 2.x (with Keras API) Implementation of the TaSNet (Luo et al., 2018)
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May 1, 2021 - Python
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