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annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

audioeditingcode

audioset_tagging_cnn

caffe

Caffe: a fast open framework for deep learning.

caffe-tensorflow

Caffe models in TensorFlow

chatmusician

citynet

A neural network classifier for urban soundscapes

cnns-audio-emotion-recognition

cnns-speech-music-discrimination

A deep learning framework for Speech-Music discrimination of continuous audio streams

cogbeacon-multimodal_dataset_for_cognitive_fatigue

CogBeacon is a multi-modal dataset designed to target the effects of cognitive fatigue in human performance. The dataset consists of 76 sessions collected from 19 male and female users performing different versions of the Wisconsin Card Sorting Test (WCST); a popular cognitive test in experimental and clinical psychology designed to assess cognitive flexibility, reasoning and specific aspects of cognitive functioning. During each session we record and fully annotate, user's EEG functionality, facial keypoints, real-time self-reports on cognitive fatigue, as well as detailed information of the performance metrics achieved during the cognitive task (success rate, response time, number of errors etc.). Along with the dataset we provide a baseline Machine Learning analysis towards predicting cognitive fatigue and our multi-modal implementation of the WCST, to allow other researches expand or modify the functionalities of the CogBeacon data-collection framework. To our knowledge, this is the first multi-modal dataset specifically designed to assess cognitive fatigue.

cogbeacon-wcst_interface

convolutional-lstm-in-tensorflow

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

deeplabcut

Markerless pose estimation of user-defined features with deep learning for all animals, including humans

ear-landmark-detection-with-cnn

A tool to detect 55 landmark points on a given ear image.

eeg-dataset--sequence-learning

EEG Dataset for the paper: Towards Predicting Task Performance from EEG Signals

english-words

:memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion

examples

TensorFlow examples

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

fadtk

A simple library for Fréchet Audio Distance (FAD) calculation

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

kivy-cross-platform-gui-application

This is a GUI designed for the specific needs of the https://www.nsf.gov/awardsearch/showAward?AWD_ID=1565328&HistoricalAwards=false project

labelpix

labelpix is a graphical image labeling interface for drawing bounding boxes

lisa-caffe-public

Lisa Anne's public caffe code.

llama-factory

Unify Efficient Fine-Tuning of 100+ LLMs

lmd_gpt2

Hugging Face implementation to train a GPT-2 model on LMD logging in WandB

midi-model

Midi event transformer for music generation

mlemg_monitoring_physical_fatigue

EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring

mmm_tokenizer_multitrack_midi

motion-tracker

A motion tracking tool of multiple objects (up to 7) implemented in matlab

multitasksimplification