Name: 陳宜昌 Yi-Chang Chen (YC)
Type: User
Bio: I'm an ML engineer/researcher, familiar with CV, NLU, and Rec. I also have experience in high-QPS ML systems. Meanwhile, I'm a blogger and guitar singer.
Location: Taipei, Taiwan
Blog: http://ycc.idv.tw
陳宜昌 Yi-Chang Chen (YC)'s Projects
Project for Digital Image Processing
Object detection, 3D detection, and pose estimation using center point detection:
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition using Pytorch
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
Text recognition (optical character recognition) with deep learning methods.
(already deprecated) My Website, built by python Django framework
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.
A Neural Grapheme-to-Phoneme Conversion Package for Mandarin Chinese Based on a New Open Benchmark Dataset
Chinese Mandarin Grapheme-to-Phoneme Converter. 中文轉注音或拼音 (INTERSPEECH 2022)
Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan)
機器學習論文筆記
作業分享:台大李宏毅 (Hung-Yi Lee) 教授的Machine Learning (2016, Fall)
Integrated Semantic and Phonetic Post-correction for Chinese Speech Recognition
This project is my practice coding of data structure and algorithm, referencing MOOC Algorithms by Princeton University.
Blog for PyCon Taiwan
基于 g2pW 提升 pypinyin 的准确性
Recommender Touchstore on MovieLens 20M Dataset - Recommendation Algorithm Experiments
Step by step, Let you learn how to use tensorflow in practical.
繁體中文OCR文字識別數據集