Name: Durga Prasad Manukonda
Type: User
Company: ASRlytics, Auxo Technology Labs PVT LTD, Cognizyr
Bio: NLP Engineer/Computational Linguist
Location: Hyderabad, India
Blog: https://www.linkedin.com/in/durga-prasad-manukonda-1489b454/
Durga Prasad Manukonda's Projects
π« Scripts, tools and resources for developing spaCy
Named Entity Recognition based on dictionaries
Check below published paper
Speech recognition module for Python, supporting several engines and APIs, online and offline.
It is the implementation of Telugu verb forms. In Telugu, verbs can be identified in two types: one based on termination of Tense+PNG(person-number-gender) and another one based on the termination of their suffixes roots. It is very useful for learning Telugu grammar. It generates all the forms of Telugu verbs with gender and without gender based on given verbs or extracted verbs from Telugu text.
Rule Based POS tagging in Telugu
Telugu Sentiment analysis
An Open Source Machine Learning Framework for Everyone
πSpeech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks
Text Classification Algorithms: A Survey
Resources for learning about Text Mining
Preparing a dataset for TensorFlow text summarization (TextSum) model.
Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.
Tensorflow based training and classification scripts for text, images, etc
π
A dataset containing human-human knowledge-grounded open-domain conversations.
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
This project implement the transformer decoder to summarize text.
π€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Telugu data.
It is a Data Science project. The goal of the Data Science project is to use NLP theory, to develop an application that predicts the next word.
A few exercises for use at events.
XLNet: Generalized Autoregressive Pretraining for Language Understanding