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amirstudy's Projects

super-resolution icon super-resolution

Tensorflow 2.0 based implementation of EDSR, WDSR and SRGAN for single image super-resolution

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.

tacotron-2 icon tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation

tacotron2 icon tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

tdengine icon tdengine

An open-source big data platform designed and optimized for the Internet of Things (IoT).

techblog-code icon techblog-code

The location of various code examples from the ww techblog. https://medium.com/ww-tech-blog

tensorflow2-generative-models icon tensorflow2-generative-models

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

tensorflowtts icon tensorflowtts

:stuck_out_tongue_closed_eyes: TensorflowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2

textboxes icon textboxes

TextBoxes: A Fast Text Detector with a Single Deep Neural Network

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.

texthero icon texthero

Text preprocessing, representation and visualization from zero to hero.

tfpyth icon tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

the-nlp-pandect icon the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

tianshou icon tianshou

An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.

tiler icon tiler

👷 Build images with images

top2vec icon top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

torchlayers icon torchlayers

Shape inference for PyTorch (like in Keras) + new SoTA layers!

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

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