Ankit Lakra's starred repositories
NLP-Tutorials-with-HuggingFace
Learn NLP Tutorials with HuggingFace Transformers
CS224n-Resource
CS224n Assignment & Readings
Bilingual-Sentiment-Analysis
The main aim of the project is to develop a sentiment analyzer that can be used on twitter data to classify it as positive or negative. Our project takes care of the challenge of bilingual comments, where people tweet in two languages, in this case Hindi and English, in the Latin Alphabet.
Named-Entity-Recognition
Corpus and a baseline neural network system for Named Entity Recognition in Hindi-English Code-Mixed social media text.
code-mixed-nlp
This repository is dedicated to development of code-mixed language resources.
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
SemEval2020-Task9
Official submission to SemEval 2020 Task 9 SentiMix: Sentiment Analysis for Code-Mixed Social Media Text. System name: NITS-Hinglish. The task is to predict the sentiment of a given code-mixed tweet. The sentiment labels are positive, negative, or neutral, and the code-mixed languages will be English-Hindi.
ML-Interview
Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.
SPEECH-EMOTION-RECOGNITION-HINDI-ENGLISH
Detection of human emotions through voice-pattern and speech-pattern analysis has many applications such as better assisting human-machine interactions. In particular, we worked on classification models of emotions elicited by speeches based on deep neural networks (CNNs), Support Vector Machine (SVM), Multilayer Perceptron (MLP) Classification based on acoustic features such as Mel Frequency Cepstral Coefficient (MFCC). The models have been trained to classify three different emotions (happy, sad, angry). These 3 emotions will be identified using Hindi audio dataset extracted from Bollywood movies/series.
MarathiNLP
Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.
Emotion-Recognition-in-Hindi-Speech
Classifying utterances in Hindi speech in one of the 8 emotional states (anger, fear, disgust, neutral, sad, happy, surprise, sarcastic) in spoken speech in Hindi
Emotions-Classification-in-Hindi-Text
Codes for Emotions Classification in Hindi Text
Image-Captioning
Image Captioning using InceptionV3 and beam search
RNN-Time-series-Anomaly-Detection
RNN based Time-series Anomaly detector model implemented in Pytorch.
CNN-for-text-classification
A simple CNN implementation in Keras.
text_classification
all kinds of text classification models and more with deep learning