Top 273 rnn open source projects

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

✭ 2,751

python deep-learning tensorflow audio cnn lstm paper speech-recognition rnn evaluation end-to-end automatic-speech-recognition feature-vector data-preprocessing phonemes timit-dataset layer-normalization rnn-encoder-decoder chinese-speech-recognition

Deepjazz

Deep learning driven jazz generation using Keras & Theano!

✭ 2,766

python deep-learning machine-learning keras music neural-networks lstm rnn theano jazz

Har Stacked Residual Bidir Lstms

Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.

✭ 250

python tensorflow lstm rnn

Crnn Pytorch

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

✭ 248

python cnn ocr rnn

Pytorch Seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Nlstm

Nested LSTM Cell

✭ 246

python tensorflow lstm rnn

Lightnet

Efficient, transparent deep learning in hundreds of lines of code.

✭ 243

matlab deep-learning neural-network cnn lstm rnn cudnn

Caption generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

✭ 243

python tensorflow keras image cnn lstm rnn image-captioning

Pytorch Sentiment Analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Deepnlp Models Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

✭ 2,760

Jupyter Notebook deep-learning pytorch nlp neural-network natural-language-processing rnn deep-nlp-models stanford-univ cs-224n

Crnn Audio Classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

✭ 235

python pytorch audio lstm rnn crnn

Natural Language Processing With Tensorflow

Natural Language Processing with TensorFlow, published by Packt

✭ 222

jupyter-notebook tensorflow cnn lstm rnn seq2seq nlp-machine-learning tensorboard

Rnn ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

✭ 220

python deep-learning neural-network lstm ocr speech-recognition rnn recurrent-neural-networks speech-to-text captcha theano gru ctc

Speech Denoiser

A speech denoise lv2 plugin based on RNNoise library

✭ 220

c audio rnn speech

Kprn

Reasoning Over Knowledge Graph Paths for Recommendation

✭ 220

lua lstm rnn knowledge-graph embeddings

Sign Language Gesture Recognition

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

✭ 214

python tensorflow cnn lstm rnn

Haste

Haste: a fast, simple, and open RNN library

✭ 214

python cpp deep-learning machine-learning pytorch tensorflow api algorithm cuda lstm rnn gru

Shakkala

Deep learning for Arabic text Vocalization - التشكيل الالي للنصوص العربية

✭ 208

python rnn

Doc Han Att

Hierarchical Attention Networks for Chinese Sentiment Classification

✭ 206

jupyter-notebook deep-learning tensorflow nlp chinese rnn attention document

Chameleon recsys

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

✭ 202

python deep-learning tensorflow deep-neural-networks lstm rnn word2vec recommender-system word-embeddings recommendation-system lstm-neural-networks recommendation-engine

Iseebetter

✭ 202

python pytorch convolutional-neural-networks cnn gan generative-adversarial-network rnn unsupervised-learning recurrent-neural-networks resnet super-resolution video-processing gans

Deep Learning With Python

Deep learning codes and projects using Python

✭ 195

jupyter-notebook deep-learning machine-learning computer-vision keras artificial-intelligence object-detection convolutional-neural-networks neural-networks cnn generative-adversarial-network image-classification rnn recurrent-neural-networks resnet vgg16

Nn compression

✭ 193

jupyter-notebook neural-network compression rnn

Char Rnn Chinese

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.

✭ 192

lua lstm chinese rnn language-model

Gru4rec tensorflow

TensorFlow implemenation of GRu4Rec model

✭ 192

python rnn recommender-system

Stylenet

A cute multi-layer LSTM that can perform like a human 🎶

✭ 187

jupyter-notebook tensorflow neural-network music lstm rnn

Keraspp

코딩셰프의 3분 딥러닝, 케라스맛

✭ 178

jupyter-notebook tensorflow keras cnn gan rnn unet dnn

Tensorflow Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

✭ 2,096

python deep-learning tensorflow tutorial neural-network cnn gan chatbot rnn word2vec seq2seq autoencoder dqn mnist inception

Pytorch Sentiment Neuron

✭ 178

python pytorch rnn sentiment-analysis nlp-machine-learning

Tensorflow2 Docs Zh

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

✭ 177

jupyter-notebook rnn document

Sentence Classification

Sentence Classifications with Neural Networks

✭ 177

python neural-network cnn rnn fasttext hyperparameter-tuning

Rnn For Joint Nlu

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

✭ 176

jupyter-notebook lstm rnn attention nlu encoder-decoder intent

Eeg Dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

✭ 165

python deep-learning tensorflow cnn lstm transformer rnn attention-mechanism resnet densenet gru fully-convolutional-networks

Pytorch Kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Lstm Music Genre Classification

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

✭ 166

python python3 pytorch keras music lstm classification rnn

Rnnvis

A visualization tool for understanding and debugging RNNs

✭ 162

python tensorflow visualization lstm rnn

Load forecasting

Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models

✭ 160

jupyter-notebook machine-learning lstm rnn gru

Poetry Seq2seq

Chinese Poetry Generation

✭ 159

jupyter-notebook lstm rnn attention-mechanism seq2seq beam-search

Rnnt Speech Recognition

End-to-end speech recognition using RNN Transducers in Tensorflow 2.0

✭ 158

python deep-learning machine-learning tensorflow artificial-intelligence speech-recognition rnn

Tensorflow Bitcoin Robot

A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.

✭ 155

python machine-learning tensorflow bitcoin lstm rnn trading-bot

A Hierarchical Latent Structure For Variational Conversation Modeling

PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)

✭ 153

python pytorch nlp rnn vae conversation

Audioowl

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

✭ 151

python machine-learning audio music data analysis ml rnn pypi pip feature-extraction music-information-retrieval

Hart

Hierarchical Attentive Recurrent Tracking

✭ 149

python tensorflow rnn attention-mechanism

Rnnoise

Recurrent neural network for audio noise reduction

✭ 2,266

c C++M4 python audio rnn noise-reduction

Awesome Speech Recognition Speech Synthesis Papers

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

✭ 2,085

cnn rnn attention-mechanism seq2seq language-model papers tts roadmap dnn neural-network speech-synthesis speech-recognition automatic-speech-recognition speaker-verification timit-dataset acoustic-model recognition-synthesis

Skip Thoughts.torch

Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7

✭ 146

python rnn word2vec torch pretrained-models gru

Pytorch Image Comp Rnn

PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks

✭ 146

python pytorch lstm rnn

Gestureai Coreml Ios

Hand-gesture recognition on iOS app using CoreML

✭ 145

swift deep-learning ios machine-learning keras demo deep-neural-networks rnn coreml ios11

Vae Seq

Variational Auto-Encoders in a Sequential Setting.

✭ 145

python machine-learning rnn vae

Rnn poetry generator

基于RNN生成古诗

✭ 143

python tensorflow lstm rnn

Qrn

Query-Reduction Networks (QRN)

✭ 137

python tensorflow dialog rnn qa

Rnn recsys

Our implementation of the paper "Embedding-based News Recommendation for Millions of Users"

✭ 135

python neural-network rnn recommender-system

Lstm Crypto Price Prediction

Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot

✭ 136

python bot bitcoin lstm rnn trading-bot algorithmic-trading btc interpolation technical-analysis algotrading

Chinese Chatbot

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行，跑不起来直播吃键盘。

✭ 124

jupyter-notebook keras chatbot jupyter lstm rnn attention seq2seq chinese-nlp

Midi Rnn

Generate monophonic melodies with machine learning using a basic LSTM RNN

✭ 124

python machine-learning keras neural-network rnn midi lstm-neural-networks

Kaggle Web Traffic

1st place solution

✭ 1,641

Jupyter Notebook python tensorflow time-series rnn kaggle seq2seq timeseries cudnn rnn-encoder-decoder kaggle-web-traffic cocob

Rnn From Scratch

Use tensorflow's tf.scan to build vanilla, GRU and LSTM RNNs

✭ 123

python tensorflow rnn recurrent-neural-networks

A Convolutional Recurrent Neural Network For Real Time Speech Enhancement

A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch

✭ 123

python pytorch cnn real-time rnn speech-processing

Linear Attention Recurrent Neural Network

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

✭ 119

jupyter-notebook pytorch lstm rnn recurrent-neural-networks attention-mechanism attention-model attention-is-all-you-need

Char Rnn Pytorch

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

✭ 114

jupyter-notebook pytorch rnn

1-60 of 273 rnn projects

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