You Zhang's starred repositories
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
mamba-minimal
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
ai-audio-startups
Community list of startups working with AI in audio and music technology
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
Awesome-Language-Model-on-Graphs
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey".
inspect_ai
Inspect: A framework for large language model evaluations
spherical-cnn
Demo code for the paper "Learning SO(3) Equivariant Representations with Spherical CNNs"
awesome-speech-emotion-recognition
๐ Awesome lists about Speech Emotion Recognition
brian2hears
"Brian Hears" auditory modelling toolbox for the brian2 simulator
Child-ASR-Paper
A list of papers for child ASR
deeponet-acoustic-wave-prop
Code for training and inferring acoustic wave propagation in 3D
audio_diarization_annotation
Audio Diarization Annotation tool
LAPChallenge
The LAP Challenge aims at advancing spatial audio technologies through the personalization of HRTFs.
conformer-based-classifier-for-anti-spoofing
Implementation of "A conformer-based classifier for variable-length utterance processing in anti-spoofing" published in Interspeech 2023.
CtrSVDD2024_Baseline
Baseline system for SVDD 2024 Challenge CtrSVDD track
DeepFake-Detection
DeepFake Detection using Siamese Neural Networks