ISmallFish's Projects
IVA: Independent Vector Analysis implementation
A dataset collected from synchronized ad-hoc microphone arrays
LightyearVPN 光年VPN 科学上网 一键翻墙 无需配置
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Microphone Array Speech Processing
Different implementations of "Weighted Prediction Error" for speech dereverberation
A Simple DNN-IRM estimator for speech enhancement
Paderwasn is a collection of methods for acoustic signal processing in wireless acoustic sensor networks (WASNs).
Python interface to the WebRTC Voice Activity Detector
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, speaker embedding
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
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.
All Algorithms implemented in Python
Python - 100天从新手到大师
A python package for calculating the PESQ.
关于python的面试题
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
PyTorch Tutorial for Deep Learning Researchers
Room Impulse Response Generator
Recurrent neural network for audio noise reduction
deep learning based speech enhancement using keras python, make it easy to use
CNN based single speaker localization
关于语音信号声源定位DOA估计所用的一些传统算法
Classical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
target speaker extraction and verification for multi-talker speech
multi-scale time domain speaker extraction
A PyTorch Implementation of End-to-End Models for Speech-to-Text
Python scripts exploring sound separation using deep clustering