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sunpengfei1122's Projects

action-recognition icon action-recognition

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

adpnet icon adpnet

Biologically-Inspired Neuronal Adaptation Improves Learning in Neural Networks

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

am-sincnet icon am-sincnet

The Additive Margin SincNet (AM-SincNet) is a new approach for speaker recognition problems which is based in the neural network architecture SincNet and the additive margin softmax (AM-Softmax) loss function. It uses the architecture of the SincNet, but with an improved AM-Softmax layer.

apollogan icon apollogan

[pytorch] music generation project by GAN network

arduino_midimorphosis icon arduino_midimorphosis

Converts analog sensor data on a micro-controller into a standardised MIDI protocol for easy recording

ast icon ast

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

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-speech-enhancement-1 icon awesome-speech-enhancement-1

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

byol-pytorch icon byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

connear_periphery icon connear_periphery

This is the CoNNear human auditory periphery model that simulates cochlear, IHC and AN processing across the human hearing range.

conv-tasnet icon conv-tasnet

Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement

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