International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

M.Tech / M.E / PhD Thesis | Electronics & Communication Engineering | India | Volume 3 Issue 5, May 2014

Musical Audio Beat Tracking using Hidden Markov Model

Lata Dhulekar, Dr. S. K. Shah

The proposed method describes the beat tracking system of musical audio signals. Here; the beat tracking deals with the explicit modeling of non-beat states and estimates the time between consecutive beat events. The expected accuracy of the estimated beats is also provided additionally. To predict the accuracy of the beat estimate a k-nearest neighbor regression algorithm is used. A database of 222 musical signals of various genres is used to statistically evaluate the performance for beat tracking system. A new perspective for beat detection is presented which can be used to enhance the performance of the proposed algorithm and relates it with the human tapping.

Keywords: Beat-tracking, onset detection, k-nearest neighbor k-NN regression, Hidden Markov Model, Musical Audio Processing

Edition: Volume 3 Issue 5, May 2014

Pages: 1054 - 1058


How to Cite this Article?

Lata Dhulekar, Dr. S. K. Shah, "Musical Audio Beat Tracking using Hidden Markov Model", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=20131975, Volume 3 Issue 5, May 2014, 1054 - 1058

13 PDF Views | 11 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Hidden Markov Model'

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1054 - 1058

Musical Audio Beat Tracking using Hidden Markov Model

Lata Dhulekar, Dr. S. K. Shah

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1117 - 1121

Coexistence of Zigbee and Wi-Fi Using White Space Aware HMM Protocol

K. S. Solanki, Manmohan Singh Dangi

Share this article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 1, January 2015

Pages: 368 - 370

A Review on Coexistence of WI-FI and WIMAX Using Simulation OF HMM

Gourav Gupta, Garima Khanna

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 6 Issue 6, June 2017

Pages: 667 - 670

Hidden Markov Model to Detect Anxiety in Human Face

Anupma Soni, Rahul Verma

Share this article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 1, January 2016

Pages: 78 - 84

Face Recognition and Hand Gesture Analysis System

Sunny Shahdadpuri, Bhagwat Kakde

Share this article

Top