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ai-research-tools

:hammer:AI 方向好用的科研工具

asteroid

The PyTorch-based audio source separation toolkit for researchers

athena-signal

awesome-deep-learning-papers

The most cited deep learning papers

deepcomplexcrn

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

doa-gmm-music-fusion

Sound Angle Estimation by Fusion of Gaussian Mixture Model and Multiple Signal classification

dtln-aec

This Repostory contains the pretrained DTLN-aec model for real-time acoustic echo cancellation.

fftresampler

A Simple and Efficient Implementation Of Fast Fourier Transform For Audio Resampler

gpurir

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

ilrma

MATLAB script of Independent Low-Rank Matrix Analysis (ILRMA)

misonet

Unofficial Multi-microphone complex spectral mapping for utterance-wise and continuous speech separation(MISO-BF-MISO)

nkf-aec

Acoustic Echo Cancellation with Nerual Kalman Filtering

pb_bss

Collection of EM algorithms for blind source separation of audio signals

pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

setk

Tools for Speech Enhancement integrated with Kaldi

sha-rnn

Single Headed Attention RNN - "Stop thinking with your head"

sig-challenge

sms_wsj

SMS-WSJ: Spatialized Multi-Speaker Wall Street Journal database for multi-channel source separation and recognition

sound-location

Given a non-uniform 2D array of sensors and a function that correlates signal to distance, this function will find the location potential field of a source.

sound-source-localization-algorithm_doa_estimation

关于语音信号声源定位DOA估计所用的一些传统算法

speechalgorithms

Speech Algorithms

visqol

Perceptual Quality Estimator for speech and audio