{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [],
   "source": [
    "import numpy, scipy, matplotlib.pyplot as plt, pandas, librosa"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "source": [
    "[← Back to Index](index.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "# Onset Detection"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "Automatic detection of musical events in an audio signal is one of the most fundamental tasks in music information retrieval. Here, we will show how to detect an *onset*, the start of a musical event.\n",
    "\n",
    "For more reading, see [this tutorial on onset detection by Juan Bello](https://files.nyu.edu/jb2843/public/Publications_files/2005_BelloEtAl_IEEE_TSALP.pdf)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "Load the audio file `simpleLoop.wav` into the NumPy array `x` and sampling rate `fs`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false,
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(132300,)\n"
     ]
    }
   ],
   "source": [
    "x, fs = librosa.load('simpleLoop.wav', sr=44100)\n",
    "print x.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "source": [
    "Plot the signal:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false,
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PolyCollection at 0x10ab6c150>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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VfVTrLhZKNSyW6tj78hS+u/dE0+b3QmgtVdSlaE/tn8K+o7NhrorueDc9V8G+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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x107a60990>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "librosa.display.waveplot(x, fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "source": [
    "Listen:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Audio\n",
    "Audio(x, rate=fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## `librosa.onset.onset_detect`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "[`librosa.onset.onset_detect`](http://bmcfee.github.io/librosa/generated/librosa.onset.onset_detect.html) returns the frame indices for estimated onsets in a signal:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 44  87 109 130 174]\n"
     ]
    }
   ],
   "source": [
    "onsets = librosa.onset.onset_detect(x, fs)\n",
    "print onsets # frame numbers of estimated onsets"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "Plot the onsets on top of a spectrogram of the audio:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false,
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.LineCollection at 0x10ab7f110>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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hUgWwXCLI8NgNSCE4dyqUOzFOrq7WOD8XhSXrxrvUtMDVtftBR+rWq5U0DrBB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\nrjoL5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0cU2r6HHeh0pKs82l5aZj8fxZKxUPfzaoizfMFDFNUpmbxCjv/wfnyPH/4cnWje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\nbKRELCIiYiMlYhERERspEYuIiNjob2AHn7F0Sz36AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10ab54890>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "S = librosa.stft(x)\n",
    "logS = librosa.logamplitude(S)\n",
    "librosa.display.specshow(logS, fs, alpha=0.75, x_axis='time')\n",
    "plt.vlines(onsets, 0, logS.shape[0], color='r')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## `essentia.standard.OnsetRate`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "The easiest way in Essentia to detect onsets given a time-domain signal is using [`OnsetRate`](http://essentia.upf.edu/documentation/reference/std_OnsetRate.html). It returns a list of onset times and the onset rate, i.e. number of onsets per second."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false,
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 0.01160998  0.48761904  0.98684806  1.24226761  1.48607707]\n",
      "1.66666662693\n"
     ]
    }
   ],
   "source": [
    "from essentia.standard import OnsetRate\n",
    "find_onsets = OnsetRate()\n",
    "onset_times, onset_rate = find_onsets(x)\n",
    "print onset_times\n",
    "print onset_rate"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## `essentia.standard.AudioOnsetsMarker`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "To verify our results, we can use [`AudioOnsetsMarker`](http://essentia.upf.edu/documentation/reference/std_AudioOnsetsMarker.html) to add a sound at the moment of each onset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false,
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from essentia.standard import AudioOnsetsMarker\n",
    "onsets_marker = AudioOnsetsMarker(onsets=onset_times, type='beep')\n",
    "x_beeps = onsets_marker(x)\n",
    "Audio(x_beeps, rate=fs)"
   ]
  },
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    "slideshow": {
     "slide_type": "notes"
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   },
   "source": [
    "Sounds good!\n",
    "\n",
    "For more control over the onset detection algorithm, see [`OnsetDetection`](http://essentia.upf.edu/documentation/reference/std_OnsetDetection.html), [`OnsetDetectionGlobal`](http://essentia.upf.edu/documentation/reference/std_OnsetDetectionGlobal.html), and [`Onsets`](http://essentia.upf.edu/documentation/reference/std_Onsets.html)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "source": [
    "[&larr; Back to Index](index.html)"
   ]
  }
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