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Duplicate songs detector via audio fingerprinting

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23 Jun 2020MIT44 min read 1.3M   20.4K   533  
Explains sound fingerprinting algorithm, with a practical example of detecting duplicate files on the user's local drive.
The aim of this article is to show an efficient algorithm of signal processing which will allow one to have a competent system of sound fingerprinting and signal recognition. I'll try to come with some explanations of the article's algorithm, and also speak about how it can be implemented using the C# programming language. Additionally, I'll try to cover topics of digital signal processing that are used in the algorithm, thus you'll be able to get a clearer image of the entire system. And as a proof of concept, I'll show you how to develop a simple WPF MVVM application.
// Sound Fingerprinting framework
// https://code.google.com/p/soundfingerprinting/
// Code license: GNU General Public License v2
// ciumac.sergiu@gmail.com

namespace SoundfingerprintingLib.AudioProxies.Strides
{
    /// <summary>
    /// Incremental stride
    /// </summary>
    public class IncrementalStaticStride : IStride
    {
        /// <summary>
        /// Increment by parameter (usually negative)
        /// </summary>
        private readonly int _incrementBy = 0;

        private int _firstStride;

        /// <summary>
        /// Incremental stride constructor
        /// </summary>
        /// <param name="incrementBy">Increment by parameter in audio samples</param>
        /// <param name="samplesInFingerprint">Number of samples in one fingerprint [normally 8192]</param>
        public IncrementalStaticStride(int incrementBy, int samplesInFingerprint)
        {
            _incrementBy = -samplesInFingerprint + incrementBy; /*Negative stride will guarantee that the signal is incremented by the parameter specified*/
            _firstStride = 0;
        }

        /// <summary>
        /// Gets stride size
        /// </summary>
        /// <returns>Negative stride</returns>
        public int GetStride()
        {
            return _incrementBy;
        }

        public int GetFirstStride()
        {
            return _firstStride;
        }

        public void SetFirstStride(int firstStride)
        {
            _firstStride = firstStride;
        }
    }
}

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This article, along with any associated source code and files, is licensed under The MIT License


Written By
Software Developer
Moldova (Republic of) Moldova (Republic of)
Interested in computer science, math, research, and everything that relates to innovation. Fan of agnostic programming, don't mind developing under any platform/framework if it explores interesting topics. In search of a better programming paradigm.

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