Manthan Thakker (@manthanthakker)

Top repositories

1

BitcoinPrediction

CryptoCurrency prediction using Deep Recurrent Neural Networks
Jupyter Notebook
94
star
2

speakerIdentificationNeuralNetworks

⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network based on error back propagation training algorithm was used to train and test the system. ⇨ The system response time was 74 Β΅s with an average efficiency of 95%.
MATLAB
36
star
3

InformationRetrieval

⇨ Designed and implemented a search engine architecture from scratch for CACM and a sample Wikipedia corpus. ⇨ Crawled the corpus, parsed and indexed the raw documents using simple word count program using Map Reduce, performed ranking using the standard Page Rank algorithm and retrieved the relevant pages using variations of four distinct IR approaches, BM25, TF-IDF, cosine similarity and Lucene based IR model. ⇨ Conducted a comparative study to evaluate the performance of the different search engines. ⇨ Technologies used: Lucene, NetBeans, JSoup, Weka, MapReduce
Java
10
star
4

MapReduceSpark

CS6240 - Large Scale Parallel Processing Course at Northeastern University
Java
4
star
5

DistributedGymMembership

⇨ Deployed a distributed application for online gym membership to facilitate communication between the different branches of a gym. ⇨ Created and maintained a customer database with a connection to analysis tools to increase profits. ⇨ Implemented various distributed concepts such as RMI, CORBA, web-services, socket programming.
Java
4
star
6

AudioClassification

This repository contains code/papers/research on Speech or Audio Classification
Jupyter Notebook
2
star
7

AndroidCalculator

A simple Android application for Calculator
Java
1
star
8

BankDatabase

Bank Database In MySQL
Java
1
star
9

animations

Created Animations using Blender 3d software. Used third party models and made a short animation film.
1
star