Machine Learning for Speech in Embedded System

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Archive

2024

Oct 12Earbud Project
Mar 18Knowledge Distillation
Mar 02Quantization 2/2
Feb 17Pruning 2/2
Jan 26Pruning 1/2
Jan 19Quantization 1/2

2023

Dec 16Optimization for tiny devices in C++ 2/2
Dec 04Optimization for tiny devices in C++ 1/2
Jul 02Taylor Series Approximation and Error
Jun 13Smart Pointer
Jun 02Preproces, Compile and Linker
May 21Recipe CMake for Compile
May 06CPU and CPU Scheduling
Apr 20Process and Thread
Apr 04Clarity Challenge for Speech Enhancement in Hearing aid
Apr 03Git Recipe
Mar 09Binary Tree
Feb 24Fixed point vs Floating point
Feb 052023년, 글또 8기를 시작하며
Jan 24Basic concept for Machine learning using statistics
Jan 06Elgenvalue and Eigenvector

2022

Nov 13CS224N-Standford lecture
Nov 13Speech Enhancement with ML for Edge devices
Jul 01Disk Partition and Mount
Jul 01GPU and Conda environment
Jul 01OS Setup for Machine Learning
Jul 01Installation Samba in Ubuntu 20.04 LTS
Jul 01Authorization to User and Group
Jun 18Welcome to My World

2021

Dec 20Equalizer Design using Digital Filter
Sep 27CS224N W2. Neural Network and What is the Dependency Parsing
Sep 27CS224N W3. RNN, Bi-RNN, GRU, and LTSM in dependency parsing
Sep 27CS224N W4. Machine Translation Sequence to Sequence And Attention
Sep 27CS224N W5. Self attention and Transformer
Sep 27Continuous Bag-of-Words (CBOW)
Sep 27Evaluation of Word Vectors
Sep 27GloVe(Global Vectors for Word Representation)
Sep 27Hierarchical softmax
Sep 27Negative Sampling
Sep 27Skip-gram
Jul 13CS224N W1. Basic concept and Framework in Nature Lanugage Process
Jul 13Dependency Parsing
Jul 13The Concept of Neural Network and Technique
Jul 13Mathmatic for Stochastic Gradient Descent in Neural networks
Apr 13Olive Pro and Olive Max, Earbuds for hearing aid

2019

Sep 19Delay Locked Loop for PHY interface between DRAM and CPU

2018

Sep 10PHY interface between DRAM and CPU

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