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Name: 7K

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7K's Projects

acousticfeatureextraction

Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包，进行简单的声学特征提取

affective_preference_rhythm

Data release for Global Music Streaming Data Reveals Diurnal and Seasonal Patterns of Affective Preference

alfa

Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"

ann_audio

Digital twin of analog audio distortion devices (WavNet based).

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ast

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

audio_generation

This repository main point is to implement Generative Adversarial Networks (GANs) and Style Transfer Methods that can create new audio samples based on other samples.

audiomentations

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

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

battery_life_predictionmit

Implementation for data driven prediction of battery cycle life before capacity degradation

bdsr

Audio Bit Depth Super-Resolution with Neural Networks

binaural_beat_classification

This documentation describes the software used to run experiments on different EEG devices (i.e. Emotiv EPOC headset & NeuroSky MindWave) as presented in the research paper “Classification of Mental States using EEG”.

botnet-detection

Topological botnet detection datasets and graph neural network applications

brain-beats

This "probably" will induce desired brainwaves in future.

cav-mae

Code and Pretrained Models for ICLR 2023 Paper "Contrastive Audio-Visual Masked Autoencoder".

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

clockworkrnn

Clockwork RNN in TensorFlow

club

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

con_code

This is the code for controllable EVC framework for seen and unseen emotion generation.

contrastive-predictive-coding-pytorch

Contrastive Predictive Coding for Automatic Speaker Verification

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

creating-audio-reactive-visuals-with-stylegan

DeepVJ

cvae-gan-zoos-pytorch-beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

dacon

remove glare

dag-gans

Data Augmentation optimized for GAN

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

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