YearnyeenHo

ICASSP-2024-BEAFX-using-DDSP

Github repository for the paper accepted in ICASSP 2024 : Blind estimation of audio effects using an auto-encoder approach and differentiable signal processing

Rank-N-Contrast

[NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression

mini_edm

Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist

ect

Consistency Models Made Easy

DiffusionRet

[ICCV 2023] DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

MWAFM

Multi-Scale Attention for Audio Question Answering

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

edm2

Analyzing and Improving the Training Dynamics of Diffusion Models (EDM2)

Hybrid-Net

Real-time audio source separation, generate lyrics, chords, beat.

ollama

Get up and running with Llama 3, Mistral, Gemma 2, and other large language models.

gflownet

Generative Flow Networks - GFlowNet

Awesome-GFlowNets

A curated list of resources about generative flow networks (GFlowNets).

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

MT3-pytorch

Unofficial implementation of MT3: Multi-Task Multitrack Music Transcription (Google Research, 2022) in pytorch

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

log-wmse-audio-quality

logWMSE, an audio quality metric with support for digital silence target. Useful for evaluating audio source separation systems, even when there are many audio tracks or stems.

AudioEditingCode

rfwave

HCL

asteroid

The PyTorch-based audio source separation toolkit for researchers

transformer-debugger

PartialLabelingCSL

Official implementation for the paper: "Multi-label Classification with Partial Annotations using Class-aware Selective Loss"

FasterViT

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

RAG-Survey

voice_datasets

🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).

Conditional_Diffusion_MNIST

Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.

Joint-beat-and-downbeat-estimation

fld

Repository for our paper: FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning, Proceedings of the 12th International Conference on Learning Representations (ICLR)