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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

audiomae

This repo hosts the code and models of "Masked Autoencoders that Listen".

basic_machine_learning

机器学习和深度学习入门教程

cdiffuse

Conditional Diffusion Probabilistic Model for Speech Enhancement

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

data-science-notes

数据科学的笔记以及资料搜集

diffpure

A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.

diffwave

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

fastdiff

PyTorch Implementation of FastDiff (IJCAI'22)

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

icassp-2023-papers

ICASSP 2023 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023 conference. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

jhu-dissertation-mwe

JHU Dissertation LaTeX mwe

jhu-en.601.615-databases

jhu-en.601.633-artificial-intelligence

jhu-en.601.633-introduction-to-algorithm

jhu-en.601.682-01-deep-learning

kaldiio

A pure python module for reading and writing kaldi ark files

learn-statistical-learning-method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

lihang-code

《统计学习方法》的代码实现

lihangslm

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

machine-learning-session

machine_learning_derivation

notes of machine learning algorithm derivation

mamba

optml_course

EPFL Course - Optimization for Machine Learning - CS-439

pretrain_speech_model

Speech Model Pre-training for End-to-End Spoken Language Understanding

prodiff

PyTorch Implementation of ProDiff (ACM-MM'22) with a Extremely-Fast diffusion speech synthesis pipeline

pumpkin-book

《机器学习》（西瓜书）公式详解

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

sgmse

Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation

silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector