Pinned Repositories
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.
TianyuCao's Repositories
TianyuCao/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, ... 🧠
TianyuCao/AudioMAE
This repo hosts the code and models of "Masked Autoencoders that Listen".
TianyuCao/basic_Machine_Learning
机器学习和深度学习入门教程
TianyuCao/CDiffuSE
Conditional Diffusion Probabilistic Model for Speech Enhancement
TianyuCao/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.
TianyuCao/Data-Science-Notes
数据科学的笔记以及资料搜集
TianyuCao/DiffPure
A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.
TianyuCao/diffwave
DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.
TianyuCao/FastDiff
PyTorch Implementation of FastDiff (IJCAI'22)
TianyuCao/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.
TianyuCao/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!
TianyuCao/kaldiio
A pure python module for reading and writing kaldi ark files
TianyuCao/Learn-Statistical-Learning-Method
Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。
TianyuCao/lihang-code
《统计学习方法》的代码实现
TianyuCao/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]
TianyuCao/PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
TianyuCao/TianyuCao.github.io
AcadHomepage: A Modern and Responsive Academic Personal Homepage
TianyuCao/TracIn
Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)
TianyuCao/JHU-EN.601.633-Introduction-to-Algorithm
TianyuCao/mamba
TianyuCao/OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
TianyuCao/ProDiff
PyTorch Implementation of ProDiff (ACM-MM'22) with a Extremely-Fast diffusion speech synthesis pipeline
TianyuCao/pumpkin-book
《机器学习》（西瓜书）公式详解
TianyuCao/sgmse
Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation
TianyuCao/silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector
TianyuCao/starter-hugo-academic
TianyuCao/statannotations
add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.
TianyuCao/statannotations-tutorials
In this tutorial, we go over the features of statannotations
TianyuCao/storm
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
TianyuCao/transducer-tutorial
Example code for a neural transducer model.