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  • šŸ‘‹ Hi, Iā€™m @alex-ht
  • šŸ‘€ Iā€™m interested in Speech recogniztion, LLM, NLP, AIoT, MLOps,...

AlexHT Hung's Projects

espcn-pytorch icon espcn-pytorch

PyTorch implementation of Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network (CVPR 2016)

espnet icon espnet

End-to-End Speech Processing Toolkit

evaluate icon evaluate

šŸ¤— Evaluate: A library for easily evaluating machine learning models and datasets.

fdndlp icon fdndlp

A speech dereverberation algorithm, also called wpe

giza-pp icon giza-pp

GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package also contains the source for the mkcls tool which generates the word classes necessary for training some of the alignment models.

gman icon gman

GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.

googlesearch icon googlesearch

A Python library for scraping the Google search engine.

icsi_egs icon icsi_egs

scripts for icsi corpus (not for evaluation)

k2 icon k2

FSA/FST algorithms, differentiable, with PyTorch compatibility.

kaldi icon kaldi

This is now the official location of the Kaldi project.

kaldi-gstreamer-server icon kaldi-gstreamer-server

Real-time full-duplex speech recognition server, based on the Kaldi toolkit and the GStreamer framwork.

keras icon keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-transformer icon keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

langchain icon langchain

āš” Building applications with LLMs through composability āš”

librosa icon librosa

Python library for audio and music analysis

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mgiza icon mgiza

A word alignment tool based on famous GIZA++, extended to support multi-threading, resume training and incremental training.

minio-cpp icon minio-cpp

MinIO C++ Client SDK for Amazon S3 Compatible Cloud Storage

mmdnn icon mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

model-optimization icon model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

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