gretatuckute Goto Github PK

asr

Repo for extracting model activations of HuggingFace models.

ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

auditory_brain_dnn

Comparison of auditory DNNs and human brain acitivity.

brain-score

A framework for evaluating models on integrative brain measurements

brainmation

Code for creating animations (GIFs) in Python based on neural time series data.

brainscanner

Real-time EEG source localization based on Smarting mBrainTrain EEG headset and implemented in Matlab.

closedloop

Framework for building a closed loop neurofeedback system.

closedloop_offline

Offline analyses of experiments performed in a closed-loop, real-time manner using EEG.

closedloopoffline

Code for analyzing data based on a closed-loop neurofeedback experiment (repo: ClosedLoop)

cv

LaTeX Curriculum Vitae template (filled with my personal info, extendable to anyone)

dcase-2020-baseline

Audio captioning baseline system for DCASE 2020 challenge.

decoding

decoding-all-scripts

Code for decoding models in EEG and implementation of the NPAIRS framework.

decodingsensitivitymapping

Code for EEG analysis, implementation and optimization of Support Vector Machines (SVM), computation of EEG-based sensitivity maps, and implementation of NPAIRS cross-validation framework

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

drive_suppress_brains

error_bars

etm

Topic Modeling in Embedding Spaces

freesurfer

Neuroimaging analysis and visualization suite

glmsingle

A toolbox for accurate single-trial estimates in fMRI time-series data

gsn

A toolbox for generative signal and noise modeling

ibex-with-maze

Copy of Ibex with Maze code implemented; scroll down for install instructions

kenlm

KenLM: Faster and Smaller Language Model Queries

maze

Code for auto-generating maze distractors and running maze in ibex

memorable_words

Investigate what makes words memorable

ml_fall2018

Machine Learning, Fall 2018

mri

MATLAB scripts for analyzing functional MRI output from Freesurfer.

natsound165-neuron2015

Code and data documenting this paper: "Distinct Cortical Pathways for Music and Speech Revealed by Hypothesis-Free Voxel Decomposition". Neuron, 2015.

neural-nlp

[PNAS2021] The neural architecture of language: Integrative modeling converges on predictive processing

neuralnlp

Code for integrating a generative topic model and ECoG data in mschrimpf's neural-nlp toolbox