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enormous-system's Projects

adasoptimizer icon adasoptimizer

ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance

banditpam icon banditpam

BanditPAM (arxiv.org/abs/2006.06856) C++ implementation and Python package

electra icon electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

luigi icon luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

models icon models

Models and examples built with TensorFlow

odoo icon odoo

Odoo. Open Source Apps To Grow Your Business.

phobert icon phobert

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

phonlp icon phonlp

PhoNLP: A BERT-based multi-task learning toolkit for part-of-speech tagging, named entity recognition and dependency parsing

pydantic icon pydantic

Data parsing and validation using Python type hints

svoice icon svoice

We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.

tensorflowasr icon tensorflowasr

:zap: TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

tensorflowtts icon tensorflowtts

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, Korean, Chinese, German and Easy to adapt for other languages)

text2vec icon text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

velectra icon velectra

Vietnamese ELECTRA pre-trained model of FPT.AI

vibert icon vibert

Vietnamese BERT pre-trained model of FPT.AI

vissl icon vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

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