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anitalp's Projects

64chan-eeg-data-prep-and-classification icon 64chan-eeg-data-prep-and-classification

Jupyter Notebooks and Python scripts for processing, analysing and classifying EEG data recorded from a 64-channel data acquisition system while subjects performed overt and imagined speech tasks. \n - preprocessing/preprocessing_main.ipynb

audiomentations icon audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

audiosep icon audiosep

Official implementation of "Separate Anything You Describe"

audioset icon audioset

Fetch and use Google's AudioSet dataset

catch-a-waveform icon catch-a-waveform

Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)

cnn-eeg icon cnn-eeg

CNN classifier to classify MI-EEG signals

data-science-toolkit icon data-science-toolkit

Useful Data Science algorithms in R & Python (from data cleaning and modelling to evaluation)

deepeeg icon deepeeg

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

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