Austin Xiao's repositories
audioset-downloader
To make you briefly and flexible build your own dataset from Audioset
Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
ATST-SED
This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".
awesome-data-centric-ai
Data Centric AI resources
awesome-sound_event_detection
Reading list for research topics in Sound AI
chatgpt_academic
科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能
DCASE2022-data-generator
Data generator for creating synthetic audio mixtures suitable for DCASE Challenge 2022 Task 3
dcase2023_task4b_baseline
Baseline code for DCASE 2023 task 4 B
DeepCore
Code for coreset selection methods
DESED_task
Domestic environment sound event detection task
Dir_SrcMic_DOA
Codebase of the submitted work in ICASSP 2023
EfficientAT
This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings.
hopfield-layers
Hopfield Networks is All You Need
Knowledge-Distillation-via-ND
The official implementation for paper: Improving Knowledge Distillation via Regularizing Feature Norm and Direction
MIGProfiler
Multi-Instance-GPU profiling tool
mlsysops.github.io
Share some useful notes and references about AI engineering
nnsslm
Neural Network based Sound Source Localization Models
notifiers
The easy way to send notifications
pb_sed
Paderborn Sound Event Detection
Pengi
An Audio Language model for Audio Tasks
psla
Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".
seld-dcase2023
Baseline method for sound event localization task of DCASE 2023 challenge
spafe
:sound: spafe: Simplified Python Audio Features Extraction