deepspike Goto Github PK

audioimpainting

The source code linked to the IEEE JSTSP paper entitled "Parameter tuning-free missing-feature reconstruction for robust sound recognition"

awesome-machine-learning-art

:robot::art::guitar:A curated list of awesome projects, works, people, articles, and resource for creating art (including music) with machine learning. It's machine learning art.

binary-neural-network-for-sound-localization

A binary neural network trained for sound localization (0,1)

binarynet.pytorch

Binarized Neural Network (BNN) for pytorch

carlsim4

CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.

cmu-15213

Carnegie Mellon University 15-213: Introduction to Computer Systems (ICS)

conv-tasnet

A PyTorch implementation of "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation"

deep-learning-notes

Experiments with Deep Learning

end-to-end-asr-pytorch

This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.

environmental-sound-classification-bnn

Environmental-Sound-Classification with binary neural network

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

imagenet-multigpu.torch

an imagenet example in torch.

jukemir

liuliu-cs.github.io

My personal web page repository. https://liuliu-cs.github.io

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

power_benchmarks

Profiling power consumption of a neuromorphic keyword spotter.

progressive_tandem_learning

The official release of the progressive tandem learning framework.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-examples

Simple examples to introduce PyTorch

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

pytorch-tdnn

s2net

Supervised Spiking Network

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

sdnn_python

snn-for-asr

Pytorch-Kaldi implementation of SNN-based ASR systems

som-snn

som-snn-spoken-digit-classification

spike-count-snn

spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

spyketorch

High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.