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Translating English sentences to Hindi using Neural Machine Translation

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AnshulAngaria/Language-Translator

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Machine-Translation-System

English-to-Hindi language translation model using neural machine translation with seq2seq architecture.

Dependencies

Tensorflow

Numpy

Dataset

Dataset used for training was taken from http://www.manythings.org/anki/. File contains 2778 parallel english and hindi sentences.

Model

Model uses a sequence to sequence architecture along with Attention.
Encoder model is an LSTM along with embeddings.
Decoder model is an LSTM with Attention mechanism.

Attention Mechanism used is a Luong Attention

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Translating English sentences to Hindi using Neural Machine Translation

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