YearnyeenHo

OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

Smooth-Diffusion

Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024

music-modeling-time-duration

Code of the paper "Impact of time and note duration tokenizations on deep learning symbolic music modeling" (ISMIR 2023)

tril

Medusa

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

alphageometry

ContrastiveDenoisingScore

[CVPR2024] Official PyTorch implementation of "Contrastive Denoising Score(CDS) for Text-guided Latent Diffusion Image Editing"

cav-mae

Code and Pretrained Models for ICLR 2023 Paper "Contrastive Audio-Visual Masked Autoencoder".

pesto-full

Full models and training code for PESTO

Awesome-Hyperbolic-Representation-and-Deep-Learning

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

musical_instrument_retrieval

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

BEAST

Codes for ICASSP 2024 paper: BEAST: Online Joint Beat and Downbeat Tracking Based on Streaming Transformer. An online beat tracking system based on streaming Transformer

1d-spectral-optimal-transport

An 1D optimal transport inspired loss function in the spectral domain. Can be used for improving frequency localization/estimation in differentiable digital signal processing. Experiments from paper: "Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport".

PitchSqueezer

A robust pitch tracker using synchro-squeezed fft and frequency domain autocorrelation

ADTOF

Additional material for the paper ADTOF: A large dataset of non-synthetic music for automatic drum transcription

mamba-chat

Mamba-Chat: A chat LLM based on the state-space model architecture 🐍

StreamDiffusion

StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation

ADNCE

[NeurIPS2023] Official code of "Understanding Contrastive Learning via Distributionally Robust Optimization"

HyFluid

Official code for Inferring Hybrid Neural Fluid Fields from Videos (NeurIPS 2023)

MusER

This is the official implementation of MusER (AAAI'24).

ismir23-tutorial

Kymatio: Deep Learning meets Wavelet Theory for Music Signal Processing

weak-to-strong

awesome-diffusion-model-in-rl

A curated list of Diffusion Model in RL resources (continually updated)

mamba

Mamba SSM architecture

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

DiffPitcher

Diffusion-based singing voice pitch correction

musescore-dataset

The dataset of all music sheets and users on musescore.com (unmaintained/discontinued since Sep 30, 2021)