lhwcv

llm.c

LLM training in simple, raw C/CUDA

IMC-2023

7th place solution for the Image Matching Challenge 2023.

Time-Series-Library

A Library for Advanced Deep Time Series Models.

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

covid19-mrna-degradation-prediction

Fourth place solution to the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" organized by Stanford University and Kaggle

kaggle-asl-fingerspelling-1st-place-solution

1st place solution to the Google - American Sign Language Fingerspelling Recognition competition

ZYNQ-NVDLA

NVDLA (An Opensource DL Accelerator Framework) implementation on FPGA.

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

gpt4free

The official gpt4free repository | various collection of powerful language models

IOPaint

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

DP-RTF-Learning

A python implementation of “Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization” [TASLP 2021]

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

tiny-training

On-Device Training Under 256KB Memory [NeurIPS'22]

self_attention_alignment

Deep model with built-in self-attention alignment for acoustic echo cancellation, Pytorch implement

ivy

Convert ML Code Between Frameworks

setk

Tools for Speech Enhancement integrated with Kaldi

DeepFilterNet

Noise supression using deep filtering

audiomentations

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

FullSubNet

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

DTLN_pytorch

Dual-signal Transformation LSTM Network, PyTorch,NCNN

silero-vad

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

steernet

blis

BLAS-like Library Instantiation Software Framework

AudioSignalProcessingForML

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

gpuRIR

Python library for Room Impulse Response (RIR) simulation with GPU acceleration

wekws

Production First and Production Ready End-to-End Keyword Spotting Toolkit

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

awesome-keyword-spotting

This repository is a curated list of awesome Speech Keyword Spotting (Wake-Up Word Detection).

DLHLP2020-SPRING

Deep Learning on Human Language Processing (2020, Spring) NTU-EECS

speech_dataset

The dataset of Speech Recognition