Top Recent Research Papers On Time Series Modelling

Time series models predominantly, over the years, have focussed on individual time series via local models. This changed with the popularisation of deep learning techniques. This was also supported by the increase of temporal data availability, which led to many…

DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging

Acoustic imaging has been an integral part of radio astronomy and sonar applications, especially in scientific explorations and in developing defence systems. Most commercial acoustic cameras that recover the sound intensity field by combining linearly the correlated microphone recordings along…

The Machine Learning Behind Google’s New Recorder App

How much easier would life be, if there was an application that would transcribe your recorded lectures or interviews as notes for you? How about if one can also visualise easily which part of those hour-long lectures would have the…

Guide To Implementing Time Series Analysis: Predicting Bitcoin Price With RNN

In our previous articles, we have talked about Time Series Forecasting and Recurrent Neural Network. We explored what it is and how it is important in the class of Machine Learning algorithms. We even implemented a simple LSTM Network to…

What Are The Challenges Of Training Recurrent Neural Networks?

The traditional feed-forward neural networks are not good with time-series data and other sequences or sequential data. This data can be something as volatile as stock prices or a continuous video stream from an on-board camera of an autonomous car.…

How To Code Your First LSTM Network In Keras 

Normal Neural Networks are feedforward neural networks wherein the input data travels only in one direction i.e forward from the input nodes through the hidden layers and finally to the output layer. Recurrent Neural Networks, on the other hand, are…

GANs Can Soon Create High Resolution Videos

The primary objective of unsupervised learning is to train an algorithm to generate its own instances of data. The job here is not to just simply reproduce from the training data but to build a model of the underlying class…

Meet Speedgate: World’s First AI Generated Outdoor Sport Inspired By Quidditch And Rugby

From brutal war games to PUBG, humans have found one way or the other to entertain themselves by engaging in a competitive sport. The advent of video games and the advancement of chips have confined hobbies of many to a…

A Neural Network Learnt To Create A Headbang-Worthy 24/7 Death Metal Livestream

A band known on YouTube as Dadabots has been streaming a 24/7 death metal broadcast called Relentless Doppelganger.  The kicker is that the death metal sounds on the stream are completely generated by a neural network. CJ Carr and Zack…

This AI Resume Builder Can Help You Land Your Next Most Wanted Job

The average time taken by an HR to skim through a candidate’s resume is less than 10 seconds(~6). Not that their attention spans are low but the number of applications they receive every day, especially for high demand jobs like…

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