haoxiangsnr

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

cartographer

Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.

mamba

The Fast Cross-Platform Package Manager

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

pyloudnorm

Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm

pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

FullSubNet

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

gpuRIR

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

dscore

Diarization scoring tools.

hydra-torch

Configuration classes enabling type-safe PyTorch configuration for Hydra apps

NBSS

The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation

fdndlp

A speech dereverberation algorithm, also called wpe

BIRD

Big Impulse Response Dataset

spaudiopy

Spatial Audio Python Package

aps

A personal toolkit for single/multi-channel speech recognition & enhancement & separation.

Mesh2HRTF

Open software for the numerical calculation of head-related transfer functions

ml-spatial-librispeech

A large synthetic dataset of spatial audio with multiple labels

Broom

Room impulse response measurement in the browser.

ci_sdr

pytorch_complex

A temporal module for PyTorch-ComplexTensor

spiking-fullsubnet

Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.

Microphone-Array-Generalization-for-Multichannel-Narrowband-Deep-Speech-Enhancement

This is the microphone array generalization investigation based on previous Narrow Band Deep Filtering methods.

AVAR_2022_RA_Similarity

Repository with supplementary material of the paper "Towards the prediction of perceived room acoustical similarity" published at AES AVAR 2022.

SASV2022_DoubleRoc

Code for 4th Place Solution in Spoofing-Aware Speaker Verification Challenge 2022

Hybrid-Coding-SNN

i-ETTS

Interactive Emotional Text-to-Speech (ETTS) Synthesis System

Search_lite

基于 TFIDF 的相当轻量级的搜索系统