Jie Yang's starred repositories
awesome_LLMs_interview_notes
LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案
INTERSPEECH-2023-Papers
INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!
Python-Adaptive-Signal-Processing-Handbook
Python adaptive signal processing tutorials
diffusion-separation
Single channel speech source separation by diffusion process (ICASSP 2023)
Road2Filter
滤波器设计之路（The road to filter-design, including FIR, IIR, sinc, Butterworth, etc.）
skiprnn_pytorch
A pytorch implementation of the paper: "Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks"
PatternRecognition_Matlab
Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixture Model(GMM).
python_auditory_toolbox
This is a Python implementation of the Auditory Toolbox
differential-array
a simple differential array using XMOS 6+1 board
pytorch_lightning_template_for_beginners
A pytorch template for beginners based on pytorch_lightning
FilterbanksBestPractices
Tips for best practices with filterbanks
mosnet-speech-enhancement
Differentiable Mean Opinion Score Regularization for Perceptual Speech Enhancement
Partial_Discharge
This repository maintain codes and logs for "Partial Discharge Localization in Power Transformer Tanks Using Machine Learning Methods" article.
Linear-discriminant-Analysis-LDA-for-Wine-Dataset
Linear discriminant Analysis(LDA) for Wine Dataset of Machine Learning
EnhancedPHAT
A simple method for correcting the phase bias suffered by GCC
Dual-microphone-noise-reduction
Speech noise reduction method applied to dual microphones
simple-in-place-fft
simple in-place FFT/IFFT functions