pranshurastogi29's repositories
uis_rnn_for_speaker_diarization
speaker_diarization done on toy dataset and tested on timit dataset
Amazon_ml_challenge-solution
26th place solution from 3290 teams held on HackerEarth
Data-science-interview-assignments
These are some of the assignments that i got in interview (Enterpret, OkCredit, Dozee, Yellow Messenger, Matelabs)
BTC_mining_fees_optimization_RL
In this project, I have tried to use DeepRL for optimizing the selection of transactions done by the miner to increase the fee when they execute a block on the chain
3d_hand_models
3d_hand_pose and RGB-D image generation with skeletons
clustering-the-palsy
Using various clustering algorithms and testing the outputs of the paper (optimizing clustering for gait profiling in children with celebral palsy for rehabilitation)
Post-analysis-and-Suggestion-Engine
This project is based on text generation techniques used for predictive keyboard and post generation under constraints, also provides sentiment and upvotes prediction on a Reddit post title
skeleton_networks
body and hand pose and gesture recognition and detection with skeleton representations
News-summarization-Topic-Prediction
Full code to create app that summarize the news and get the topic using models that are easy to train and deploy (Use the API)
competitions_analytics_vidhya_hackerearth
these are some scripts that i have written for some competitions held on analytics vidya and hackerearth
ctc-visualization
ctc visualization
Election_Prediction
2020 GREATER KAILASH(NEW DELHI CONSTITUENCY) ELECTION PREDICTION
emotion-recognition
scope of this project is to create a classifier to predict the emotions of the speaker
flag_the_code
Check the plagiarized code in code competitions like Codeforces or CodeChef with classic machine learning
keypoints-bounding_boxes
some of my work that i have done in my free "time"
kits-challenge
this is the project on kits challenge held on
Pneumothorax-Segmentation-using-Hypercolumns
Collapsed Lung Segmentation using Hypercolumns
PyTorch_Speaker_Verification
PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.
speech-to-cause
these are tutorials on how to apply speaker verification,identification also these ideas can fully extended to tagging sound effects happening in surroundings
speech_to_text
some speech to text methods
Train_kenlm
Training an n-gram based Language Model using KenLM toolkit for Deep Speech
whale_identification
my first project on traditional machine learning and opencv