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Mengyuan Wang's Projects

lyrics-to-audio-alignment icon lyrics-to-audio-alignment

Aligns text (lyrics) with monophonic singing voice (audio). The algorithm uses structural segmentation to segment the audio into structures and then uses hidden markov models to obtain alignment within segments. The final alignment is concatenation of time stamps of lyrics within the segments for each song.

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

melody-lyrics icon melody-lyrics

All source URLs of the 1,000 songs for creating melody-lyric alignment data.

miaosha icon miaosha

⭐⭐⭐⭐秒杀系统设计与实现.互联网工程师进阶与分析🙋🐓

minmax-grouping icon minmax-grouping

Near-Optimal, Dynamic Module Reconfiguration in a Photovoltaic System to Combat Partial Shading Effects

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

refresh icon refresh

Ranking Sentences for Extractive Summarization with Reinforcement Learning

sync-draw icon sync-draw

Sync-DRAW: Automatic GIF Generation using Deep Recurrent Attentive Architectures

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

task-scheduling icon task-scheduling

Energy and Performance-Aware Task Scheduling in a Mobile Cloud Computing Environment

video-captioning icon video-captioning

This repository contains the code for a video captioning system inspired by Sequence to Sequence -- Video to Text. This system takes as input a video and generates a caption in English describing the video.

xg2xg icon xg2xg

by ex-googlers, for ex-googlers - a lookup table of similar tech & services

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