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zhengjun's Projects

alignmentevaluation icon alignmentevaluation

Scripts for computing common lyrics-to-audio alignment evaluation metrics. Usable evaluation for any token-based alignment (e.g. if token is word, phrase, note, section etc.) User for the evaluation of the MIREX Lyrics-to-audio challenge

apvideor icon apvideor

A music-driven system for generating apparel display video

asrt_speechrecognition icon asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

bmc icon bmc

Notes on Scientific Computing for Biomechanics and Motor Control

chinese-chat-bot icon chinese-chat-bot

This is a Chinese ChatBot using Pytorch on NVIDIA TX1. The code is modified from https://github.com/SeanNaren/deepspeech.pytorch

dtw icon dtw

DTW (Dynamic Time Warping) python module

edlib icon edlib

Lightweight, super fast C/C++ (& Python) library for sequence alignment using edit (Levenshtein) distance.

emphasis-pytorch icon emphasis-pytorch

EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System

jquery-color icon jquery-color

jQuery plugin for color manipulation and animation support.

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.

musicsegmentation icon musicsegmentation

a music segmentation algorithm that I proposed and implemented as my undergraduate project. The basic function is: a song is loaded to the system, the system will calculate the chroma(harmonic) and MFCC(timbre) features of the audio input and find the segmentation label by using similarity matrix. Then output the segmented time information of this song

pitch-detection-librosa-python icon pitch-detection-librosa-python

A simple example for extracting a pitch of a voice-track using a python library called librosa. The script is generating smoothed graphs of pitch.

pyfishervector icon pyfishervector

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.

pysoundconcat icon pysoundconcat

A Python project for generating concatenative synthesis driven representations of audio files based on audio database analysis.

speech-aligner icon speech-aligner

speech-aligner,是一个从“人声语音”及其“语言文本”,产生音素级别时间对齐标注的工具。speech-aligner, is a tool that generate phoneme-level alignment between human speech and its transcription

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

thesis-helper icon thesis-helper

毕业论文小助手:一个翻译英文并将中文结果显示在侧边的PDF阅读器

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