Markov models | Dynamic programming | Error detection and correction
The Viterbi algorithm is a dynamic programming algorithm for obtaining the maximum a posteriori probability estimate of the most likely sequence of hidden states—called the Viterbi path—that results in a sequence of observed events, especially in the context of Markov information sources and hidden Markov models (HMM). The algorithm has found universal application in decoding the convolutional codes used in both CDMA and GSM digital cellular, dial-up modems, satellite, deep-space communications, and 802.11 wireless LANs. It is now also commonly used in speech recognition, speech synthesis, diarization, keyword spotting, computational linguistics, and bioinformatics. For example, in speech-to-text (speech recognition), the acoustic signal is treated as the observed sequence of events, and a string of text is considered to be the "hidden cause" of the acoustic signal. The Viterbi algorithm finds the most likely string of text given the acoustic signal. (Wikipedia).
The Viterbi Algorithm : Natural Language Processing
How to efficiently perform part of speech tagging! Part of Speech Tagging Video : https://www.youtube.com/watch?v=fv6Z3ZrAWuU Hidden Markov Model Video : https://www.youtube.com/watch?v=fX5bYmnHqqE My Patreon : https://www.patreon.com/user?u=49277905
From playlist Natural Language Processing
(ML 14.12) Viterbi algorithm (part 2)
The Viterbi algorithm (computing the MAP sequence of hidden states) for hidden Markov models (HMMs).
From playlist Machine Learning
(ML 14.11) Viterbi algorithm (part 1)
The Viterbi algorithm (computing the MAP sequence of hidden states) for hidden Markov models (HMMs).
From playlist Machine Learning
From playlist CS50 Walkthroughs (Problem Sets)
How to use HTC Vive with Google Earth
Some basic controls when you use HTC Vive to fly in Google Earth.
From playlist Unboxing / Product Reviews
Cryptanalysis of Vigenere cipher: not just how, but why it works
The Vigenere cipher, dating from the 1500's, was still used during the US civil war. We introduce the cipher and explain a standard method of cryptanalysis based on frequency analysis and the geometry of vectors. We focus on visual intuition to explain why it works. The only background
From playlist Classical Cryptography
Data Science - Part XIII - Hidden Markov Models
For downloadable versions of these lectures, please go to the following link: http://www.slideshare.net/DerekKane/presentations https://github.com/DerekKane/YouTube-Tutorials This lecture provides an overview on Markov processes and Hidden Markov Models. We will start off by going throug
From playlist Data Science
Lec 15 | MIT 6.451 Principles of Digital Communication II
Trellis Representations of Binary Linear Block Codes View the complete course: http://ocw.mit.edu/6-451S05 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu
From playlist MIT 6.451 Principles of Digital Communication II
Joseph Bayley - Rapidly searching for continuous gravitational waves - IPAM at UCLA
Recorded 29 November 2021. Joseph Bayley of the University of Glasgow presents "Rapidly searching for continuous gravitational waves" at IPAM's Workshop IV: Big Data in Multi-Messenger Astrophysics. Abstract: Continuous gravitational waves from neutron stars have long been an illusive targ
From playlist Workshop: Big Data in Multi-Messenger Astrophysics
Samuel Fiorini: Integer programs with bounded subdeterminants and two nonzeros per row
We give a strongly polynomial-time algorithm for integer linear programs defined by integer coefficient matrices whose subdeterminants are bounded by a constant and that contain at most two nonzero entries in each row. The core of our approach is the first polynomial-time algorithm for the
From playlist Workshop: Parametrized complexity and discrete optimization
Maria Charina: Algebraic multigrid and subdivision
Abstract: Multigrid is an iterative method for solving large linear systems of equations whose Toeplitz system matrix is positive definite. One of the crucial steps of any Multigrid method is based on multivariate subdivision. We derive sufficient conditions for convergence and optimality
From playlist Numerical Analysis and Scientific Computing
MIT 6.02 Introduction to EECS II: Digital Communication Systems, Fall 2012 View the complete course: http://ocw.mit.edu/6-02F12 Instructor: George Verghese This lecture starts with a review of encoding and decoding. The Viterbi algorithm, which includes a branch netric and a path metric,
From playlist MIT 6.02 Introduction to EECS II: Digital Communication Systems, Fall 2012
CMU Neural Nets for NLP 2017 (13): Parsing With Dynamic Programs
This lecture (by Graham Neubig) for CMU CS 11-747, Neural Networks for NLP (Fall 2017) covers: * What is Graph-based Parsing? * Minimum Spanning Tree Parsing * Structured Training and Other Improvements * Dynamic Programming Methods for Phrase Structure Parsing * Reranking Slides: http:/
From playlist CMU Neural Nets for NLP 2017
GRCon21 - Interior Target Tracking Using Digital Communications Signals for Bistatic Radar ....
Interior Target Tracking Using Digital Communications Signals for Bistatic Radar with Gnu Radio presented by Todd K. Moon, Thomas Bradshaw, Mirelle Despain, Jacob H. Gunther at GNU Radio Conference 2021 Wireless communication systems employed in buildings (such as WiFi) can be used for bi
From playlist GRCon 2021
This video is about the Vigenere Cipher: years used, key format, encryption. Note: sorry, I may have mispronounced names. Decryption (known key): http://youtu.be/oHcJ4QLiiP8 Decryption (unknown key): http://youtu.be/LaWp_Kq0cKs
From playlist Cryptography and Coding Theory
Learn how to solve a multi step equation with multiple fractions
👉 Learn how to solve multi-step equations with parenthesis. An equation is a statement stating that two values are equal. A multi-step equation is an equation which can be solved by applying multiple steps of operations to get to the solution. To solve a multi-step equation with parenthes
From playlist How to Solve Multi Step Equations with Parenthesis