Praneeth's personal site
Projects Articles Docs DataSets About
Card image cap
DeepPunct

Designed with ASR outputs in mind, DeepPunct uses LSTM encoder and decoders with Luong attention for automatic punctuation restoration.

Keras LSTM Python Attention

Card image cap
DeepSegment

Designed with ASR outputs in mind, DeepSegment uses BiLSTM + CRF for automatic sentence boundary detection. It significantly outperforms the standard libraries (spacy, nltk, corenlp ..) on imperfect text and performs similarly for perfectly punctuated text.

Tensorflow LSTM Python

Card image cap
LOIT

Lot Of Indic Tweets dataset and corresponding pre-trained models.

DataSet Twitter Telugu Hindi

Card image cap
NudeNet

An ensemble of Neural Nets for Nudity Detection and Censoring

Keras Python

Card image cap
txt2txt

An extremely easy to use and very configurable seq2seq implementation with Attention for text to text use cases.

Keras seq2seq Python Attention

with by Bedapudi Praneeth