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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++)

abseil-py

Abseil Common Libraries (Python)

adaptive-multispeaker-separation

Adaptive and Focusing Neural Layers for Multi-Speaker Separation Problem

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

aeneas

aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)

ajmd_audioclassifer

ajmd_audioclassifier

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.

android-aec-speex-webrtc

Try to do Acoustic Echo Cancellation on Android with AEC modules from Speex and WebRTC.

apt-cyg

Apt-cyg, an apt-get like tool for Cygwin

arma_ml

high performance statistic machine learning libraries in C++ [based on Armadillo-9.300]

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

aubio

a library for audio and music analysis

audio-bandwidth-extension

This research project aims at studying and finding a suitable method to implement audio bandwidth extension to bandlimited audio files.

audio-classification

:musical_score: Environmental sound classification using Deep Learning with extracted features

audio-segmentation-by-classification-tutorial

A jupyter notebook for audio segmentation tutorial and demo

audio-source-separation

This repository contains MATLAB scripts that implement some of the methods discussed in the ECESCON 8 workshop on Audio Source Separation

audioclassification

Audio Classification in Python

audioclustering

Some tests clustering chunks of audio using python (some images using pca too!)

audiodenoise

c implementation of 《Audio Denoise by Time-Frequency Block Thresholding》

audioemotion

Recognize Audio Emotion.

audioset

Fetch and use Google's AudioSet dataset

automatic_chinese_speech_recognition

End-to-end automatic Chinese speech recognition from scratch in Tensorflow

awesome-chatgpt

ChatGPT资料汇总学习，持续更新......

awesome-speech-recognition-speech-synthesis-papers

automatic speech recognition paper roadmap, including HMM, DNN, RNN, CNN, Seq2Seq, Attention

bazel

Correct, reproducible, and fast builds for everyone.

book

个人认为对技术提升很不错的书