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本文转载:::自然语言处理(NLP)是计算机科学,人工智能,语言学关注计算机和人类(自然)语言之间的相互作用的领域。本文作者为NLP初学者整理了一份庞大的自然语言处理领域的概览。选取的参考文献与资料都侧重于最新的深度学习研究成果。这些资源能为想要深入钻研一个NLP任务的人们提供一个良好的开端。
AAS_enhancement
This repository contains the code and supplementary result for the paper "Unpaired Speech Enhancement by Acoustic and Adversarial Supervision".
abseil-cpp
Abseil Common Libraries (C++)
DCCRN
implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement" by pytorch
deeplearningbook-chinese
Deep Learning Book Chinese Translation
libsvm-sc-reading
阅读LibSVM源码的知识整理与思考(已完结)
vad_webrtc
从webrtc抽离出来的vad源代码,供语音分析/检测使用
WebRTC_NS
Noise Suppression Module Port From WebRTC
maggie0830's Repositories
maggie0830/DCCRN
implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement" by pytorch
maggie0830/deeplearningbook-chinese
Deep Learning Book Chinese Translation
maggie0830/android-aec-opensl-speex
This is an experimental project trying to do Acoustic Echo Cancellation on Android, using AEC module from Speex lib and OpenSL ES API.
maggie0830/android-aec-speex-webrtc
Try to do Acoustic Echo Cancellation on Android with AEC modules from Speex and WebRTC.
maggie0830/Arma_ML
high performance statistic machine learning libraries in C++ [based on Armadillo-9.300]
maggie0830/audio-classification
:musical_score: Environmental sound classification using Deep Learning with extracted features
maggie0830/book
个人认为对技术提升很不错的书
maggie0830/cnn-audio-denoiser
Tensorflow 2.0 implementation of the paper: A Fully Convolutional Neural Network for Speech Enhancement
maggie0830/CS-Books-PDF
编程电子书pdf,计算机常用电子书整理(高质量/附下载链接)包括 Java, Python, Linux, Go, C, C++, 数据结构与算法, AI人工智能, 计算机基础, 面试, 设计模式, 数据库, 前端等编程书籍。
maggie0830/DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
maggie0830/demucs
Code for the paper Music Source Separation in the Waveform Domain
maggie0830/denoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
maggie0830/DNS-Challenge
This repo contains the scripts, models, and required files for the ICASSP 2021 Deep Noise Suppression (DNS) Challenge.
maggie0830/funNLP
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr:用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 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、AmpliGraph: 知识图谱表示学习(Python)库:知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具:BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具(新词发现-情感分析-实体链接等)、word2word:(Python)方便易用的多语言词-词对集:62种语言/3,564个多语言对、语音识别语料生成工具:从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型(包含词典和语料标注)、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank:NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析,提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA:面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句(英文)、中文NLP数据增强(EDA)工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱:基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab:开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取。
maggie0830/ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
maggie0830/MLSP
Examples of machine learning and signal processing algorithms.
maggie0830/MS-SNSD
The Microsoft Scalable Noisy Speech Dataset (MS-SNSD) is a noisy speech dataset that can scale to arbitrary sizes depending on the number of speakers, noise types, and Speech to Noise Ratio (SNR) levels desired.
maggie0830/myLearn
machine learning algorithm
maggie0830/nara_wpe
Different implementations of "Weighted Prediction Error" for speech dereverberation
maggie0830/nnom
A higher-level Neural Network library for microcontrollers.
maggie0830/python_sound_open
语音信号处理试验教程,Python代码
maggie0830/pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
maggie0830/segan
Speech Enhancement Generative Adversarial Network in TensorFlow, 改进的 https://github.com/lordet01/segan, https://github.com/panxin801/segan tensorflow==1.9.0 https://github.com/cmusphinx/segan python2.tensorflow1.4.1
maggie0830/SimpleAudioDenoise
A Simple and Efficient Implementation Of Fast Fourier Transform For Audio Denoise
maggie0830/SoundLab
基于重采样,相位声码器及BP神经网络基音分类的变声器,数学,UI及信号处理算法基于PainterEngine开发
maggie0830/TDengine
An open-source big data platform designed and optimized for the Internet of Things (IoT).
maggie0830/TensorFlow-speech-enhancement-Chinese
基于深度学习的语音增强、去混响
maggie0830/Tutorial_Separation
This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.
maggie0830/uis-rnn
This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
maggie0830/wsola
Waveform similarity Overlap-Add and resample