Created
January 29, 2015 00:41
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Peaks in Songs
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<body> | |
<h1>Music</h1> | |
<button id="play" disabled>Play</button> | |
<section> | |
<canvas id="theCanvas" width="400px" height="400px" style="border: 1px solid black"></canvas> | |
</section> | |
<script> | |
var ctx = document.getElementById("theCanvas").getContext('2d'); | |
var btn = document.getElementById("play"); | |
var songBuffer = null; | |
window.AudioContext = window.AudioContext || window.webkitAudioContext; | |
var context = new AudioContext(); | |
function loadSong(url) { | |
var request = new XMLHttpRequest(); | |
request.open('GET', url, true); | |
request.responseType = 'arraybuffer'; | |
request.onload = function() { | |
context.decodeAudioData(request.response, function(buffer) { | |
btn.disabled = false; | |
songBuffer = buffer; | |
analyzeSong(buffer); | |
}); | |
} | |
request.send(); | |
} | |
function playSong(buffer) { | |
var source = context.createBufferSource(); | |
source.buffer = buffer; | |
source.connect(context.destination); | |
source.start(0); // may have to use noteOn(time) on older systems | |
} | |
// sampleRate = number of values(volumes?) per second | |
function analyzeSong(buffer) { | |
var channels = buffer.numberOfChannels; | |
// how often we check for a peak in the song | |
var checkRate = buffer.sampleRate / 3; | |
for(var channel = 0; channel < channels; channel++) { | |
var peaksArray = []; | |
var data = buffer.getChannelData(channel); | |
var len = data.length; | |
//var stats = findSongStats(data); | |
var threshold = 0.5;//stats.mean + stats.stddev; | |
for(var i = 0, x=0; i < len; i += checkRate, x++) { | |
if(data[i] > threshold) { | |
peaksArray.push(i); | |
} | |
// y = scale -1.0 to 1.0 to fit in 0 to 400 | |
ctx.fillRect(x, ((data[i] + 1)/2)* 400 , 1, 1); | |
} | |
console.log(peaksArray.length, x); | |
} | |
} | |
// returns mean, high, low, and std dev. | |
function findSongStats(data) { | |
var len = data.length; | |
if(!len) | |
{ | |
return { | |
"mean" : 0, | |
"high": 0, | |
"low": 0, | |
"stddev": 0 | |
}; | |
} | |
var sum = 0.0, high = -10.0, low = 10.0, mean = 0.0; | |
for(var i = 0; i < len; i++) { | |
sum += data[i]; | |
if(data[i] > high) { | |
high = data[i]; | |
} | |
if(data[i] < low) { | |
low = data[i]; | |
} | |
} | |
mean = sum / len; | |
// now work on std dev | |
// difference between number and mean squared | |
var squares = []; | |
for(var i = 0; i < len; i++) { | |
squares.push(Math.pow(data[i] - mean, 2)); | |
} | |
// the average of the squares | |
var squares_sum = 0.0; | |
for(var i = 0; i < len; i++) { | |
squares_sum += squares[i]; | |
} | |
// square root of the average to find the std_dev | |
var stddev = Math.sqrt(squares_sum / len); | |
return { | |
"mean" : mean, | |
"high": high, | |
"low": low, | |
"stddev": stddev | |
}; | |
} | |
loadSong("music/Santogold - L.E.S. Artistes.mp3"); | |
btn.onclick = function() { | |
if(songBuffer) | |
playSong(songBuffer); | |
} | |
</script> | |
</body> |
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