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age_gender

albert_vi

ALBERT for Vietnamese

algorithms-explanation

All Algorithms explained in simple English Language with example and links to their implementation in various programming languages and other required resources.

automatic_speech_recognition

Vietnamese Automatic Speech Recognition

bert4news

classification

Vietnamese Text Classification experiments

coccoc-tokenizer

high performance tokenizer for Vietnamese language

deeplearning-models

A collection of various deep learning architectures, models, and tips

denoise

Audio Denoised using DeepXi

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.

doer

The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

e2e-tbsa

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

eda_nlp

Code for the EMNLP-IJCNLP paper: Easy data augmentation techniques for boosting performance on text classification tasks.

estimate_price

Predict price laptop using Machine learning

evbcorpus

The English-Vietnamese Bilingual Corpus (EVBCorpus) is a collection of English and Vietnamese parallel translations and bitexts.

faceboxes

FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017

feature-similarity-kd

Official implementation of the paper "Enhancing Low Resolution Face Recognition with Feature Similarity Knowledge Distillation""

looking-to-listen

Deep neural network (DNN) for noise reduction, removal of background music, and speech separation

melotts

High-quality multi-lingual text-to-speech library by MyShell.ai. Support English, Spanish, French, Chinese, Japanese and Korean.

metagpt

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

named_entity_recognition

Vietnamese Named Entity Recognition Experiments

ner

Vietnamese Named Entity Recognition

neuralnlp-neuralclassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

news-corpus

Corpus tiếng việt

nlp-models

Solve NLP problems using Machine learning and Deep learning models

nn4nlp-code

Code Samples from Neural Networks for NLP

ocrmypdf

OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

opencv-docker

Dockerfile for OpenCV

practical-machine-learning

pytorch-template

Deep learning project template using PyTorch