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João Carlos Néto's Projects

speech-to-text icon speech-to-text

mixlingual speech recognition system; hybrid (GMM+NNet) model; Kaldi + Keras

stt icon stt

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

survey icon survey

A Survey on Neural Speech Synthesis https://arxiv.org/pdf/2106.15561.pdf

syntaxdot icon syntaxdot

Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.

talkgpt4all icon talkgpt4all

A voice chatbot based on GPT4All and talkGPT, running on your local pc!

tc-bot icon tc-bot

User Simulation for Task-Completion Dialogues

textflint icon textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

textgan-pytorch icon textgan-pytorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

textgenrnn icon textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

textplot icon textplot

(Mental) maps of texts with kernel density estimation and force-directed networks.

treegen icon treegen

A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)

tts icon tts

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

txtai icon txtai

💡 Build AI-powered semantic search applications

udacity-deep-learning-nanodegree icon udacity-deep-learning-nanodegree

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

using_pyseal icon using_pyseal

Homomorphic encryption and logistic regression. This repo demonstrates and eases the usage of (Py)SEAL (https://github.com/Lab41/PySEAL).

vad-sli-asr icon vad-sli-asr

A pipeline to isolate and transcribe one language in mixed-language speech

visqol icon visqol

Perceptual Quality Estimator for speech and audio

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