{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from scipy.io import wavfile\n",
    "samplerate, data = wavfile.read(\"wav/D_2.wav\")\n",
    "x = np.linspace(0, len(data)/samplerate, len(data), endpoint=False)\n",
    "\n",
    "si = 68700\n",
    "ei = 80000\n",
    "plt.figure(figsize=(20,10))\n",
    "plt.plot(x[si:ei],data[si:ei])\n",
    "data = data[si:ei]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_fourier_parameter(sample_rate,data,tone,top):\n",
    "    normalized_data = data/max(data)\n",
    "    N = len(data)\n",
    "\n",
    "    yf = rfft(normalized_data)\n",
    "    xf = rfftfreq(len(data), 1 / sample_rate)\n",
    "\n",
    "    plt.figure(figsize=(20,10))\n",
    "    plt.plot(xf, np.abs(yf))\n",
    "    plt.show()\n",
    "    \n",
    "    res = np.array([np.abs(yf),np.abs(xf)])\n",
    "    res = res [:, res[0].argsort()]\n",
    "\n",
    "    for i in range(1,top):\n",
    "        print(\"freq\",i,\":\",res[1][-i])\n",
    "        print(\"Amplitude\",i,\":\",res[0][-i]/sum(res[0][-top:]),'\\n')\n",
    "    \n",
    "    return (res[1][-top:]/tone , res[0][-top:]/sum(res[0][-top:]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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AABg/AqER1GQPIf2KAAAAYPwIhEZYifIdAAAA4OAJhEaQoh0AAABgPQRCAAAAAC0jEBpB+voAAAAA6yEQGkH9JeCtAAYAAACshUCIVVGVBAAAAONDIDSChDMAAADAegiEAAAAAFpGIAQAAADQMgKhEaapNAAAALAWAqERVDURAgAAANZBIAQAAADQMgKhEaRACAAAAFgPgRAAAABAywiERpACIQAAAGA9BEIjzTJjAAAAwMETCI2gce0hVGtNpzOmbw4AAAAOIQIhDhlvuuiaPPYNF2/0ZQAAAMDYEwiNoNpoF6HmxnrvF29ubCwAAABoM4EQAAAAQMsIhEbQRvQQGte+RQAAANBGAqERVhpZZMxKZgAAADBuBEIjqF+so2oHAAAAWAuBEAAAAEDLCIRGUaOlQc2XIVWlTwAAADBUqw6ESimTpZSvllL+svf4nFLKZaWUraWUD5VSNvf2b+k93tp7/uwhXTsbENYAAAAAo+9gKoR+Kcl18x7/TpJ31Fofn2R7klf39r86yfbe/nf0jmOAxEAAAADAeqwqECqlnJHkh5L8ce9xSfJ9ST7SO+S9SX60t/2K3uP0nn9x73gAAAAADgGrrRD670n+Q5JO7/GJSR6otc70Ht+W5PTe9ulJbk2S3vMP9o5nQPotdppstVMbrEvSQggAAACG64CBUCnlh5PcU2v9yiAHLqW8ppRyRSnlim3btg3y1AyU4i4AAAAYN6upEHpekpeXUr6T5IPpThX7vSTHlVKmeseckeT23vbtSc5Mkt7zxya5b/FJa63vqrWeX2s9/+STT17Xm2ibJqt1AAAAgPFzwECo1vr6WusZtdazk/xUks/UWn8myaVJfrx32KuSfKy3fVHvcXrPf6ZaR3womvmu+qcDAACAcXMwq4wt9utJXldK2Zpuj6B39/a/O8mJvf2vS3Lh+i6RxcY9XhvztwcAAAAbburAh+xTa/1sks/2tm9K8pwljtmd5J8M4No4AFPHAAAAgLVYT4UQG0QMBAAAAKyHQIhDjpZTAAAAMFwCoRHUz0uazE1kNAAAADA+BEIAAAAALSMQGkGaSQMAAADrIRAaYeMaC43r+wIAAIBDhUBoFElMAAAAgHUQCAEAAAC0jEBoBPULhMZ15a9xfV8AAABwqBAIsSoyGgAAABgfAqERVJXQAAAAAOsgEBphlp8HAAAA1kIgNILGvUBI0AUAAADDJRAaQU3GJeMePgEAAEAbCYRGmbAGAAAAWAOB0AhqsmpH5gQAAADjRyDEIcc0NQAAABgugdAI6jddbraXkJQGAAAAxoVACAAAAKBlBEIjSLEOAAAAsB4CoRFmGhcAAACwFgIhViR0AgAAgPEjEAIAAABoGYHQCOpX7Yxr7Y6iJAAAABgugRArks0AAADA+BEIjaCNCGkEQwAAADA+BEIjrImpVWX4QwAAAAANEwiNoCZ77GxMNZJ6JAAAABgmgRAAAABAywiERlC/gkYdDQAAALAWAiFWtBFLwFt2HgAAAIZLIDSCBCYAAADAegiERliVDAEAAABrIBAaQRuy8pfsCQAAAMaGQIhDjuwJAAAAhksgNIL61TpNBCempQEAAMD4EQgBAAAAtIxAaCSNd9WOqiQAAAAYLoHQKGsgNxHNAAAAwPgRCI0gBTQAAADAegiEAAAAAFpGIDSC9q0y1mSpUHNjKYACAACA4RIIjTBTxwAAAIC1EAiNoH5lkEAIAAAAWAuB0AhrZMqY0AkAAADGjkBoBM31EBrTsGZc3xcAAAAcKgRCI0xuAgAAAKyFQGgE9YOgJipphE4AAAAwfgRCrEqj07ikUAAAADBUAqERtC+cGX5yUoY+AgAAANA0gdAIM2UMAAAAWAuB0AjqLzcvrAEAAADWQiA0wuqYrs9eRV0AAAAwVAKhUVQXfBnuUGMaOgEAAECbCYRGmKwGAAAAWAuB0Aiqi742MRYAAAAwPgRCI6g/javJ6VxNBkMqnwAAAGC4BEKsqGz0BQAAAAADJxAaQXNTxhqopFGsAwAAAONHIDTCxnV59vF8VwAAAHDoEAiNoH5lkF47AAAAwFoIhEZYI1PGhE4AAAAwdgRCI2jfsvPSGgAAAODgCYQ45FRlSQAAADBUAqER1A9MmsxNZDQAAAAwPgRCI0xGAwAAAKyFQGgE1f02xsuYvi0AAAA4ZAiERlgTTaU1rgYAAIDxIxAaRb2MRl8fAAAAYC0EQiNMHgQAAACshUBoBPWncTWxPPtGVCGpfAIAAIDhEgiNMLkJAAAAsBYCoRFUN6CHUBPVSAAAAEAzBEIjrMmIRhwEAAAA40MgNILminUaqNoppbGh5ljqHgAAAIZLIDTCmohNSkpvLCENAAAAjAuB0Ajat8pYo4MCAAAAY0IgNMKaqNqZmzI29JHmET4BAADAUAmERlCTlUFlA8YEAAAAhksgNMI0egYAAADWQiA0ghpcZCylN2dMhRAAAACMD4HQCGtmlbHmxuqTPQEAAMBwCYRGUL9apzZYttPkWAAAAMBwCYRY2UasMgYAAAAMlUBoJHXjmUZ6CC0cEgAAABgDAqER1uTKX42OJXwCAACAoRIIjaB9PYSGP5ZVxgAAAGD8CIRGWCOrjPV7CAmEAAAAYGwIhEZQP5tpdJWxxkZqdnoaAAAAtJFAaIQ1UiHUH0uJEAAAAIwNgdAImgtnmuwhNPyhAAAAgIYIhEZYp8kpYxIhAAAAGBsCoRHUz2ZmG0hpytyW8AkAAADGhUBohHU6zY0lpAEAAIDxIRAaQf1wZrbTQIVQf9n5oY8EAAAANEUgNIK23rMjSTNTxvqTxpqsEBI+AQAAwHAJhEbMHQ/syu0P7EqSdBqoEOqrYhoAAAAYGwKhEbPt4T1z202sMjY3ZUweBAAAAGPjgIFQKeXMUsqlpZRrSynXlFJ+qbf/hFLKp0spN/a+Ht/bX0opv19K2VpKubqU8qxhv4k2mZnXSbqRHkK9r/IgAAAAGB+rqRCaSfKrtdZzk1yQ5LWllHOTXJjkklrrE5Jc0nucJC9N8oTef69J8s6BX3WLTc/ui2YanDGW2mCJUJNjAQAAQBsdMBCqtd5Za72yt/1wkuuSnJ7kFUne2zvsvUl+tLf9iiTvq11fSnJcKeXUQV94W82vCmpylTEAAABgfBxUD6FSytlJnpnksiSn1Frv7D11V5JTetunJ7l13stu6+1jAKZn500Za6KH0AasMgYAAAAM16oDoVLKUUk+muSXa60PzX+uduf4HFRkUEp5TSnlilLKFdu2bTuYl7bagiljVhkDAAAA1mBVgVApZVO6YdD7a61/1tt9d38qWO/rPb39tyc5c97Lz+jtW6DW+q5a6/m11vNPPvnktV5/68x2Gq4Q2oBVxlQjAQAAwHCtZpWxkuTdSa6rtf63eU9dlORVve1XJfnYvP0/11tt7IIkD86bWsY6za8QqnX4DZjnVhkT0gAAAMDYmFrFMc9L8rNJvl5Kuaq37w1J3prkw6WUVye5OclP9J67OMnLkmxNsjPJzw/ygttu/rLzSbex9NTk8Ds/y4MAAABgfBwwEKq1fj77CkUWe/ESx9ckr13ndbGM+RVCSXfa2GpSvbUqpd9UWiQEAAAA4+KgVhlj480sCoSaymnEQQAAADA+BEIjZnbRlDEAAACAgyUQGjGLp4w1NpNLiRAAAACMDYHQiNk7u7BCqA45qZlbdr7BREi7IgAAABgugdCImZ5ZFAg11UNISAMAAABjQyA0YvavEBqufRVCAAAAwLgQCI2Y/QKhhkp3mqwQanJ6GgAAALSRQGjE7J1pdpWxkm6JkJAGAAAAxodAaMQsDoQamzImDwIAAICxIRAaMdP7TRlrZlx5EAAAAIwPgdCImZldFM0MOakpc+NYdh4AAADGhUBoxHQWpSXD7u1TSr+HEAAAADAuBEIjZnEw09iUMYkQAAAAjA2B0IhZHMwMvan03LgSIQAAABgXAqERs9+UsWEHNf1VxoY7ygKiJwAAABgugdCI6Ycl33328QseD31cKQ0AAACMDYHQqKnJ4x91VF5+3mndhw2tMiYPAgAAgPExtdEXwMH5wrfuzUQpydzqXw2tMtbosvPiJwAAABgmgdAIqbVm+87pJPsqd5TuAAAAAAfLlLERMtvZl/6Uhpo971tlbMgDAQAAAI0RCI2QmfmBUPpTuYY75r7gSSIEAAAA40IgNEJmlqwQaiaoabJCSPQEAAAAwyUQGqK7HtydD19+68DONzPbmdtuairXXCXScIcBAAAAGqSp9BD97Lsvy4337MgPPuXROfaITes+3/TsBvQQ6o8jEQIAAICxoUJoiO5+aPdAzze7ZA+hhqaMqRECAACAsSEQGqJ+VlMG9F2enjdlLA1X7jTaQ0j2BAAAAEMlEBqi2QEnGwtXGQMAAABYG4HQEPWneA0qF5rtzGsqXZpadr7ZqWkAAADA8AmEhqjTD1EGlKVsRIVQU6uZLSR8AgAAgGESCA3RXIXQgAKOeQVCc5pq9iyiAQAAgPEhEBqifkHPoKprOnWJZeeHPmWsmXEAAACA5giEGjCoLGV+KDMX1Azo3MvZN45ECAAAAMaFQKgBnQGV1yyoEEqzzZ4tOw8AAADjQyDUgKFOGRvMqZc1FzwNeRwAAACgOQKhBgysqfQSpxl2Nc2+ldJEQgAAADAuBEJNGFCWUhdUCM0tCD+Yky9j597ZBkZZSPQEAAAAwyUQasCgAo7ZzvweQr1zDzk9eWTPTCPjAAAAAM0RCDVgcD2E9m031UNoLhBStwMAAABjQyDUgEGtMlaXXGVsIKde1u6ZTiPjAAAAAM0RCDVgUFnK0hVCw01q+mFWoz2EhE8AAAAwVAKhBtQBJRwLlp2fO/dATr2kWmssMgYAAADjRyDUgMH1EJq/ythgz730eMM7NwAAALBxBEIjZGH40+shNMTJXPNXNdNUGgAAAMaHQKgBg6riWbDsfCMVQvNO3mAeNKgm3AAAAMDSBEINWFxds3emkwd3Th/0efpByTt+8ry5HkLDND+Y0VQaAAAAxodAqAGLe/G89k+vzHn/+a/XfJ4nnnJMShn+svPzr3tQjbFXw/Q0AAAAGC6BUAMWhymfvvbudZ1nYmLeKmNN9RBqMKNRIQQAAADDJRBqwKDyjX4+M1FKIz2EqiljAAAAMJYEQg1YLuA42GlY/Z4+E6UbCs3fNwwbViFkyhgAAAAMlUCoEUsHHIt7Cx1IP/wppWRyooFAaEGFUIM9hORBAAAAMFQCoQYsF3DMHmQiVOdNGesHQjOzNR++/NZc9LU71nOJK463eHvYLDsPAAAAwzW10RfQBsvFGwcbfPQDpPlTxmZrzX/46NVJkpefd9qar3Gl8ZomDgIAAIDhUiHUgOWCn4MNhPb1ECqZmuxNGeus79pWM17S8LLzDQy1d6aTr9/24PAHAgAAgEOQQKgBA58yNlHmKoTe/tc3rOfSVjQ/bGp2lbHhj/bmi6/Lj/zB53PTth1DHwsAAAAONQKhBiyXbxxsdc/8Vcamej2Errr1gXVc2erGS5peZWz4rr7tgSTJ9p17GxgNAAAADi0CoQYst0LXclPGPnT5Lfm3H/jqfpUynSWaSg/TOK8yVkp/lbbhjwUAAACHGoFQA5adMrbME2+66Np8/Gt35JG9swv271t2fl9T6WGaP6Wt0QqhBgbr52kWNAMAAKCNBEINePtf35DXvO+K/fZ3lilP2TXdDYIWByN1iabSw7Rnet+ctiZzkyaqdkq6378mm2UDAADAocKy80MyP2j47A3bljxmuQqhvsXByPwpY01UCO2Z2Veh1GwPoUYSod5YAAAA0D4qhIbg09fenUuuu+eAx/3FV+9Y8fnF1Sv9KVzzm0oP0+7p+V2vx6urdP+7t1wfJwAAABhnKoSG4F8tMT2s7++33ju3/YVv3Zt//cLHLXvs/hVCvUBoopmm0runN6ZCqIkpY3MVVvIgAAAAWkiFUMM+fe3dc9tHbJ5c8djF1St1/pSxBgKhPTP7KoSarKRpYspYPw+yyhgAAABtJBBq2MO7Z+a2n/2Y4xc898d/d1POvvATc48XhzBzFUINTRnbO7tBPYQaWXa++3Wm01n5QAAAABhDAqGG3fHArrntk47asuC59192y4LHi4ORAzWVHvSKWdMz+87XZCVNE9VI/VXGZmaVCAEAANA+AqEGXX/XQ/niTffNPZ49QMqyfyDU3VGWqRCaGXBqs3e2Wz2zZWqimZW/epoYSYUQAAAAbaapdIOuuf2hBY/7gc/z3vqZHLZp/2xucaXM2z51Q5LlewhNz3ayaXJwGd90LxDaPDXR6JSxRlYZ6yVC0yqEAAAAaCEVQg16YNf0gsezvZTl9gd25VvbHsniiKcfCN27Y8+C/RNl6VXGBh1u7J3pVwhNDnw62kqamTLWdaAqLQAAABhHAqEGPbhz74LHBwo+ak2+dNN9Of+//E0+dc1dc/uXayq9c+/MfvvWY3relLEmc5Mmm0r33yMAAAC0iUCoQf/vpVsXPO4sTlkWZTydWnPlLduTZO5r0p3utFRT6QcXVSCt195exdHmqYkGOwg100Oo//0bdN8lAAAAGAUCoQYtt2rYcjp137StP/rbmxY8t1SF0IM7BxsITc92snlyIqU0M42rr8kpYzMqhAAAAGghgdAGWty/ZqkeQv1AaLGlmkrvHXC4MT3TyabJXjXSmE4ZUyEEAABAGwmENtDiSpiyaBpYrTU7986u+nyDbpC8d7aTzVMTKWm2QqihheeTJDNWGQMAAKCFBEIb6EAhy/ad07n7od0L9r36+ecse/ygA6H+MvYTpTS67HwTRTv9AqvpjiljAAAAtI9AaAN95Cu3LXi89Z4dCx7/k//5xf2mjC0xUywffM0FSQY//WnvTM2mDegh1OiUMRVCAAAAtJBAaAN98+4dBz5okaV6Bx1/xOYkw6kQ2jw1kVJKw6uMDX+0fujUVA+h27bvzK3372xkLAAAADiQqY2+gLarB1kOM3+5+de/9El59mOOz+TEcJZQn1tlLMmt9+/M7unZHLZpcqBjLKWJjKZf8dTUKmPP/51LkyTfeesPNTIeAAAArESF0AY7UFXPoj7TC6aM/cI/fFzOP/uEuSXoZwfcD2fn3tls2dSdMnb9XQ/n37z/yoGef75tD++Z2z7YkGwt+t93q4wBAADQRgKhDfaz7/7yis8vzkYmFidEyb4KoQH3w7nvkT058cjNcxU7n7n+noGef76PXXX73HYTPYT6QdB0QxVCAAAAcCgRCG2QM44/PEnyxZvuW/G42QMsTZ/sC4RmOzW11oFV2Gx/ZDrHH7m5kYqd+U2r9zYQ0uybMqZCCAAAgPYRCG2QHzj30as6bvGMpqVWGZua10PocW+4OL/4ga+u9/KSdKtntkxN5Pq7Hh7I+VZr9/Ts0MfoB0GmjAEAANBGAqENMjW5RLKzhM6iwOKRPTP7HTO/QqhTk09cfef6LzDdQGjTZDM/IvOLkHbuHX4g1HRT6aY9smdm4KvOAQAAMD4EQhtkcqlSn0Ve9MST9+txc8+85st9UxPdf8ZBBwAzs3Xu3MM2/9J3NRAIzYx5U+mX/t7f5ZX/4+83+jIAAAA4RAmENsjUKgKhmU7dL7BYqufN5OS+CqH59s508vGv3bGqHkBL9R7aO9vJpqnVVTKtV82+sXc1MGWsM+ZNpW+5f2euvu3Bjb4MAAAADlECoQ2ymgqh2U7NvTsWVgTNLLG0fD9cWtyM+a1/dX3+7Qe+mi/ddP8Bx3rDn38j57z+4kVj1WxqqEKoblSFkKbSAAAAtNDURl9AWx2oQqiU5Avf2n8FsqWmhfXDpcXNmK+6dXuSpRtRL/aBL9+SpFspVEpJp1Mz26mN9RCar4kKodm5KWPjWSEEAAAAK1EhtEEmD1B5c/imySX375nZP8CY7C1Fv7iypl/8stRS9cuZ7r1ouheUrLb59XrND7qaqBDqj7dXhRAAAAAtJBBqyLGHb1rx8WLHHLby8/NN9EqAPnnNXQv296Ocg+mTs3umG8a86G2fTZJsaigQmr/aVyMVQmO+yhgAAACsxJSxIXv9S5+UI7ZM5fcvuXHB/lOPO2zF1x17+Kbc9dDu/fb/1x9/+rKvuW37rrnt6dlO+oVBe5eoKlrOx666I6cfd1jueLA7dmPLzs/b3rl3ZujjzY5xU+nVNBEHAACg3QRCA7b4j/F/dsFjcuSWqZx76tH5sXd+cW7/accevuC463/rJXnSb3xy7vHxRy5dIXTqotctZ9f07FyF0OJm04t15k3X+o2/+MaC56YaCoSO2Nz9UXzsyUdm1/TwQ5p9gdD4hSeLV6YDAACAxUwZG7DFTZ/7PXgec+KRC/afcOTmBY8PW9Qz6MmnHrOu6/ifn/3WXO+gA1UIffiKW5d9blcD1TrJvqlbjz3pqOxusIfQOFYIzf8Z7AiHAAAAWIJAaMAWV2dM9ZpHTyxq7Hyg3jyTB9EIeil//637FvQQ+ta2HfnC1nuXPPbb9z6y7Hnu27E3b/yRc7vXtJrlytaoP8VtoiQ33P3w0Kc9zTWVPojpdINw54O7DnzQOs3/GTxQdRgAAADtJBAasMUVJ/0MZXGWcqBwZb2NlR99zJa57Yu+dkde/Lt/m3/6x5cteexSK5f1bZqcyM8/75y87h99V2Y7dWhNmKc7NZsmJrK7dy3bduwZyjh9/UBo2OMs9sie4Vc/zf832tPA9Lsk2TMzm89cf3cjYwEAALB+AqEBm1nUk6Y/bWvx0u8Hatb8vY87aV3XMT1b56pDPnvDtrn9u6dnMzPbyYUfvTpX3fpAkuT9l9287Hn6K5gdtql7vbuHVFEzPdPJpsmSl593WnecvcMLMmqtc5VBD+ycHvpKY/OnbTUxRW1+X6Q9M8MPoJLkLRdfn3/xJ1fkKzdvb2Q8AAAA1kcgNGDTnaX/4N+vt9AKFUK//pInZcvUvn+a3//pZx70dXzm+nty9W0P7rf/oV3TufKWB/LBy2/N2z91Q2Y7dcXGyv2pW/0eR7sHvCT83plO/tPHr8nnbtyWqcmJHLG5O87O6eH1Lrrrod15eM9MTj+u26B72NOqFkzhamCK2q55PZhWqv4apJvv6047fHDX3kbGAwAAYH0EQgM2v0Lo9S990tz2cYdvyo8964y5xytNGfvXL3zcgpCiXzWzkpve/LI87fRjD3jcdXc9nCtv6VZxfH7rvfn41+5Y8fh+kNUPqFYKhG68++G89k+vzPZHVh8KvO+L38n/+vvv5Jt378jhmyZzeD8QGmJj6evvfDhJ8syzjksy/GlVsw339HlkXiPwpgIhAAAARotl5wfs1vt3Lrl/YqLkd3/ivHz0ytuS7D+FLEk+/ovPz+Ze8NKvJOmHQR/+hefmxnseXnbciYmyIAhYzqve8+UFj3/5Q1etePyP9MbvVwjdtn1Xrr/z4Xz/uacsOO69X/hO3vW5m3L7A7vyiavvzHfe+kNzz7354uuyY89M3vzKp+13/nt37AuP7npod47e0v2RfHj3cCuEkuSck7orvw07pJlfNdZET5+dCwKhZqaMAQAAMFpUCA3YH33uprnt2VWulPXbr3xqkuRpZxybJz766CRJTfe1Rx/WDUiec84J+ZnvecyK53n6KiqElvPvf/CJ++37g3/6zDz51GOSJDv2dEOGn3rXl/Iv33dF9szM5oGde3NPL1x540XX5PYH9q2g9Sd//+38+Ve74de7PndT/vSyW5Yc94OXL9x/am8a1/+54tY1v5cDueehbiPp/pSxB3dND22sJJmdnV8hNPyAZn7j6qZXUQMAAGA0CIQG7KnzQpnVrpy+VNDzQ087Lb/wgsfmP7zkSUu8Ymlv+cdPzyf+3fNz1JaDL/x62unH5o9/7vw866zj5qqUntQLp5Lk5KO2LDj+N//imrzo7Z/Nc958Sd72qev3O9+bPn5tfuVDX8u3tu2Y29dv3rxjz0zecvF1uf6uh/LAzoVhzGnHHpYk+cur7xxadcsdD+zKCUduzg13dyuufusvrx3KOH3zewgNs/Kpb+cGThlb7c/8oHz73keaHRAAAGBMDCUQKqW8pJRyQyllaynlwmGMcaja9vC+ZcyP7PXDWckpx2xZcv/mqYm8/mVPzrGHb1r12IdvnsxTTjs2b/nH+6Zm/feffMaqXjs928n3n3tK/uzfPC/99kZbpvZd/4ue9KgFx3/oiluzvRfm/OGl31r2vC/+3b+d2/71j349s52ad3z6m/mjz92Ul/3e38099zPfc1Yu/bUXLphK99kbtuVDl9+yYJWu9br0hntyyfV35wmPOirPf3x3JbeV+jkNQr+6Kknu2zH8pssbUSHU/xf6xu0PNTJeknzi6jvzord/NpfecE9jYwIAAIyLgQdCpZTJJH+Y5KVJzk3y06WUcwc9zqHq5vseyZMefXR+84fPzc9csPIUr0//ygvyyV96wcCv4UfOO20uSHr6Gcfm+xaFOX0//Zwz57bPO/O4ue1+/nL4vEBr0+TqflRWaoD90Stvy+PecHHe/flvLxjnnJOOzG+/8mlzPX365/iF//2V/PpHv57nvPmSfOb6u+fO8/Du6bz9UzfMrab1+RvvzSv+4PO55b59/Zv2znRy2/adqbXmte+/Mmdf+ImcfeEn8vP/6/Lcu2Nvnvjoo/PiJ5+Sk4/eks/esC3P/53PLLjWR/asr5LnwV3T+eUPfjVnX/iJvOjtn53b/5Vbhr8s+x3zpu7dfxANvtej3xvpHX/zzUbGS5Irbr4/SfJrH/7awFe/AwAAGHfDaCr9nCRba603JUkp5YNJXpFkuPNyDgFX3rI9X/jWfXnJUx6df/H8c5Y85h+de0pe+czTkyRPOOXoJY8ZhO993In5q2/clc1TE3nPP//u1FpzzusvTtLtnfPWH+sGMB/48q05+8QjctK8KWGLl5qf7xXPOC1X3rI9t96/a7/nrv3PP5gPX35rLlq0ctm/fP45+fa9j+SS65eu5Lj011644PE/u+AxC85x7449+Rd/csV+r/uDS7fmHzzhpPzdjfcmSV7wtkuXPP9S+lO3jj5sKtse3pPbtu/K2Rd+Imccf3j2zHSy7eE9OWLzZD78C8/NW/7qujyyZzZ/+q++J4dvmsy2HXty2KbJ7Jnu5PLv3J/JiZKzTzwyX/jWvflPH782b/yRc/OfPr70j/snrr4zpx17bW7bvit/9Y278s+/9+yce+ox+QffdVIedfRhuW/Hnpxw5Obc+eDuHL55Ml+/7cH87y/dnCO3TOW//tjTU0q3muvvbrw3V3xne8464fDc98jePOnRx+Rz39yWDy3qvfTLH7oqv/yhq/L9Tz4l/+yCs1JrtwH5+Y85PkdsnswXvnVfvnLz9ty3o/s9+M0fOTePOfHIuZ+BWpNSuk3QZzs1Jd3XJ0mnU9OpNQ/smp4LZ5JuGPbgzumcdeIReWDn3hy5ZWrVgeJq1Vpzd69/1X2P7M07/uabef1LnzzQMZYzPdvJN25/MOedcdzc9wIAAGDUlDrgph+llB9P8pJa67/sPf7ZJN9Ta/3F5V5z/vnn1yuu2P8P/lEy26l53Bu6gcvjTj4yl/zqCzf0enbtnc2XbrpvwVSvN110TZ79mOPnVg7rdGp+++Lr8pPffWa+a1449fI/+Hyuvu3B3PjbL13wh3ynU1NK8tCumfzq/7kqf3PdPfmb170gpxxzWCZKyZFbpnLXg7tzwVsuyZapibzp5U/J7unZvOq5Z2fvbCf/8G2X5u6H9uTow6bysqeemg9dcWsedfSWfPk/fv9+1/7k3/xkkm5PoTse3L3u78d5Zxybb9/7SH7jh8/Nf/yLb+Qj/89z8/QzjssHv3xLLvyzr6/7/KsxNVEW9BM6VB1z2FQeOkCvo2MP33RQzbifenq3OXl/StnURMmTTz0mO/fOZLbTDZUe2Dmdp5x2TKYmJ3LdnQ/l+CM25f5H9ub4IzZnplPz2JOOzHSn5qFd00v2DjrnpCNz7OGbsmVqIodtmsxsp+auh3bnmMOmMjUxkanJkolSUlPT6XQbt3dqkpp0areN+xGbJ9OpNbOdmsmJMnfcpsmJTJSSTq25/q6Hs+3hPZmcKLngsSdkopSUUtLp1ExNlkzOm/ZYSrcSrlO7Y9VaU3uPJ0rJ5ERJTbJlav2B2XqiqZlOzfRsJ4dvmtx3nb1z9vtQ9b9//QysHxb2j+/UzL2m/7Pef59TE2XJlRWXVjM9W7N5aiIl3TGWPXKF22mlO+3AH3srH9D9PpTev2tNKd1/91K6566pva+Zew+dmkyU7mtXdw3QjHqAn3doWlnFJ9pSP7f91y1+rr+/+39wLXGuA9wC859fzf1SUlb87BqmpsZdzb/RRup/Dg/KML6vte772Vp8vRNlY36Gmh7zUP85SpI3v/JpOfaI1bdwOVSVUr5Saz1/yec2KhAqpbwmyWuS5Kyzznr2zTffPNDr2Ahv/Ng38slr7sp7/vl35ymnrX3Fr412/yN7c/2dD+V7ez12BqXWmkf2zmbTZMmWqcl87Krb86yzjs+ZJxyx4mtu274rX731geyens1zzj4hW+/ZkcmJkl/7P1/LbK35g59+Vp5x1nH54rfuy/Mff1JuundHtt6zI089/dgcf8TmfPrau/Ljzz5zxV5BH//aHfn/v3Rz7n5od75z3878yvd/V975t1uze7oz90fec845IV/+9v055ZgtefoZx+WOB3blmju6Acdhmyby+Ecdlbsf2pNtD+/J+Y85Pr/xw+fmyaceky9/+/4893EnZs/MbP79R67OJ66+M1MTJYdtmsyOPTN59DGH5bwzj83u6U7+9pvb5q7pmWcdlxvv3jHXg+i8M4/Ls886Plfesj1X3/ZAOjX5B084KVfevD0/+9yzs+3hPfnolbflf7/6OXnio4/Orffvyq3378zl37k/O/bM5OjDpvLX19yde+b1uXrsSUfmpl648vLzTsv2nXtzzGGbcu2dD+VxJx+Vm+/rPnfjPfuagz/+UUflmWcel8u/c3+2TE3m1OMOy2yn5ozjD88HvnzrXFh0/BGbsn3ndI47YlOeddbx2T09mz0zncx0am7atiNPO/3Y1Jrsne2k1ppv3P5Qnnr6MTlyy1Tu27E3U5MlW+/ZkbNPPDIP7Z7OWSccMXf8SUdtzp6ZTn7rFU/NQ70phLM12f7I3hy+aTJ7ZjuZme3k/kf25nEnH5WZTiczs/sCin7VU0nmPe5WN22ZmkxJsnPvbI7cMpmSkh17ZrJpsmRiovuH/+0P7MppvVXqpmc7Ken2opqerXO/LPY/6CcnuiFKKQu/znRqZnor0K03KBzE/44/uGs6xx6+qRt2THQ/pPthWEk39O7U7tckc/fFxETmQrGk2zx+eraTwzZNppSSWrvvsx+OrEb3e7n+/lcrhVAHupblXtoP9Po/S92QMZntdPZV1C36Y6C/P9n3/ZvYqL8WYAl+HDmUdGpd9g/Fmrog4JnbX5d+bvEf3Mt9Fi0XFPX3z7+eA90vnQ1K/Jsatolhau//bFmPA/2fSqu/ljW8Jqv7naf/O0N/u28jfoaaHnIj7pK1/Fx96DUX5MSjlu75O0qaDoSem+RNtdYf7D1+fZLUWt+y3GvGoUIIAAAA4FCyUiA0jFXGLk/yhFLKOaWUzUl+KslFQxgHAAAAgDUYeFPpWutMKeUXk3wqyWSS99Rarxn0OAAAAACszTBWGUut9eIkFw/j3AAAAACszzCmjAEAAABwCBMIAQAAALSMQAgAAACgZQRCAAAAAC0jEAIAAABoGYEQAAAAQMsIhAAAAABaRiAEAAAA0DICIQAAAICWEQgBAAAAtIxACAAAAKBlBEIAAAAALSMQAgAAAGgZgRAAAABAywiEAAAAAFpGIAQAAADQMgIhAAAAgJYRCAEAAAC0jEAIAAAAoGUEQgAAAAAtU2qtG30NKaVsS3LzRl/HgJyU5N6NvghgAfclHHrcl3DocV/Cocd9yXo9ptZ68lJPHBKB0DgppVxRaz1/o68D2Md9CYce9yUcetyXcOhxXzJMpowBAAAAtIxACAAAAKBlBEKD966NvgBgP+5LOPS4L+HQ476EQ4/7kqHRQwgAAACgZVQIAQAAALSMQGhASikvKaXcUErZWkq5cKOvB8ZdKeU7pZSvl1KuKqVc0dt3Qinl06WUG3tfj+/tL6WU3+/dn1eXUp417zyv6h1/YynlVRv1fmAUlVLeU0q5p5TyjXn7BnYfllKe3bvPt/ZeW5p9hzB6lrkv31RKub33mXlVKeVl8557fe8eu6GU8oPz9i/5u20p5ZxSymW9/R8qpWxu7t3BaCqlnFlKubSUcm0p5ZpSyi/19vvMZEMJhAaglDKZ5A+TvDTJuUl+upRy7sZeFbTCi2qtz5i3FOeFSS6ptT4hySW9x0n33nxC77/XJHln0v0QTvLGJN+T5DlJ3tj/IAZW5U+SvGTRvkHeh+9M8q/mvW7xWMD+/iRL3yvv6H1mPqPWenGS9H5f/akkT+m95n+UUiYP8Lvt7/TO9fgk25O8eqjvBsbDTJJfrbWem+SCJK/t3VM+M9lQAqHBeE6SrbXWm2qte5N8MMkrNviaoI1ekeS9ve33JvnRefvfV7u+lOS4UsqpSX4wyadrrffXWrcn+XR8eMKq1Vo/l+T+RbsHch/2njum1vql2m14+L555wKWscx9uZxXJPlgrXVPrfXbSbam+3vtkr/b9ioOvi/JR3qvn3+PA8uotd5Za72yt/1wkuuSnB6fmWwwgdBgnJ7k1nmPb+vtA4anJvnrUspXSimv6e07pdZ6Z2/7riSn9LaXu0fduzB4g7oPT+9tL94PrM0v9qaevGdeRcHB3pcnJnmg1jqzaD+wSqWUs5M8M8ll8ZnJBhMIAaPq+bXWZ6VbUvvaUsoL5j/Z+39HLKMIG8h9CIeMdyZ5XJJnJLkzye9u6NVAS5VSjkry0SS/XGt9aP5zPjPZCAKhwbg9yZnzHp/R2wcMSa319t7Xe5L8ebrl7Xf3SmbT+3pP7/Dl7lH3LgzeoO7D23vbi/cDB6nWenetdbbW2kny/6X7mZkc/H15X7pTV6YW7QcOoJSyKd0w6P211j/r7faZyYYSCA3G5Ume0Ft1YXO6zfku2uBrgrFVSjmylHJ0fzvJDyT5Rrr3XX+1hVcl+Vhv+6IkP9dbseGCJA/2ynM/leQHSinH98rnf6C3D1i7gdyHveceKqVc0Otb8nPzzgUchP4fnD2vTPczM+nelz9VStlSSjkn3Ua0X84yv9v2KhguTfLjvdfPv8eBZfQ+x96d5Lpa63+b95TPTDbU1IEP4UBqrTOllF9M9wadTPKeWus1G3xZMM5OSfLnvdU0p5L8aa31k6WUy5N8uJTy6iQ3J/mJ3vEXJ3lZus0ydyb5+SSptd5fSvmtdH/xTZL/XGtdbSNOaL1SygeSvDDJSaWU29Jd+eStGdx9+G/SXTHp8CR/1fsPWMEy9+ULSynPSHc6yneS/EKS1FqvKaV8OMm16a6C9Npa62zvPMv9bvvrST5YSvkvSb6a7h+5wMqel+Rnk3y9lHJVb98b4jOTDVa6QT8AAAAAbWHKGAAAAEDLCIQAAAAAWkYgBAAAANAyAiEAAACAlhEIAQAAALSMQAgAAACgZQRCAAAAAC0jEAIAAABomf8LCP/pswyGkNcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "freq 1 : 1162.9911504424779\n",
      "Amplitude 1 : 0.19864611133727558 \n",
      "\n",
      "freq 2 : 581.4955752212389\n",
      "Amplitude 2 : 0.1507172875391273 \n",
      "\n",
      "freq 3 : 585.3982300884956\n",
      "Amplitude 3 : 0.12221875557909298 \n",
      "\n",
      "freq 4 : 577.5929203539822\n",
      "Amplitude 4 : 0.10479317586690683 \n",
      "\n",
      "freq 5 : 1748.3893805309733\n",
      "Amplitude 5 : 0.09062591590108952 \n",
      "\n",
      "freq 6 : 573.6902654867256\n",
      "Amplitude 6 : 0.08309805671369454 \n",
      "\n",
      "freq 7 : 1159.088495575221\n",
      "Amplitude 7 : 0.07993556709067595 \n",
      "\n",
      "freq 8 : 589.3008849557522\n",
      "Amplitude 8 : 0.0673516076194817 \n",
      "\n",
      "freq 9 : 1166.8938053097345\n",
      "Amplitude 9 : 0.05506317903078379 \n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(array([1.02013423, 2.00671141, 1.01342282, 1.99328859, 0.98657718,\n",
       "        3.00671141, 0.99328859, 1.00671141, 1.        , 2.        ]),\n",
       " array([0.04755034, 0.05506318, 0.06735161, 0.07993557, 0.08309806,\n",
       "        0.09062592, 0.10479318, 0.12221876, 0.15071729, 0.19864611]))"
      ]
     },
     "execution_count": 113,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_fourier_parameter(samplerate,data,581.4955752212389,10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "samplerate2, data2 = wavfile.read(\"wav/A_violin.wav\")\n",
    "x2 = np.linspace(0, len(data2)/samplerate2, len(data2), endpoint=False)\n",
    "\n",
    "si = 70000\n",
    "ei = 90000\n",
    "plt.figure(figsize=(20,10))\n",
    "plt.plot(x2[si:ei],data2[si:ei])\n",
    "data2 = data2[si:ei]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "freq 1 : 886.4100000000001\n",
      "Amplitude 1 : 0.15083715918853194 \n",
      "\n",
      "freq 2 : 1772.8200000000002\n",
      "Amplitude 2 : 0.14501455853989015 \n",
      "\n",
      "freq 3 : 2216.025\n",
      "Amplitude 3 : 0.11484647045747058 \n",
      "\n",
      "freq 4 : 443.20500000000004\n",
      "Amplitude 4 : 0.086443512988714 \n",
      "\n",
      "freq 5 : 3102.435\n",
      "Amplitude 5 : 0.08072445502640792 \n",
      "\n",
      "freq 6 : 2659.23\n",
      "Amplitude 6 : 0.07111440327588898 \n",
      "\n",
      "freq 7 : 3545.6400000000003\n",
      "Amplitude 7 : 0.04927101655884025 \n",
      "\n",
      "freq 8 : 1329.615\n",
      "Amplitude 8 : 0.04657574075282709 \n",
      "\n",
      "freq 9 : 2220.435\n",
      "Amplitude 9 : 0.030885818487222366 \n",
      "\n",
      "freq 10 : 3106.8450000000003\n",
      "Amplitude 10 : 0.028288306298782432 \n",
      "\n",
      "freq 11 : 888.615\n",
      "Amplitude 11 : 0.02429567879685876 \n",
      "\n",
      "freq 12 : 1777.23\n",
      "Amplitude 12 : 0.024061997402821837 \n",
      "\n",
      "freq 13 : 3550.05\n",
      "Amplitude 13 : 0.02158895281432739 \n",
      "\n",
      "freq 14 : 3547.8450000000003\n",
      "Amplitude 14 : 0.020850491624375574 \n",
      "\n",
      "freq 15 : 1770.615\n",
      "Amplitude 15 : 0.019428093000099022 \n",
      "\n",
      "freq 16 : 2224.8450000000003\n",
      "Amplitude 16 : 0.018592911226450022 \n",
      "\n",
      "freq 17 : 2657.025\n",
      "Amplitude 17 : 0.018140167082727993 \n",
      "\n",
      "freq 18 : 884.205\n",
      "Amplitude 18 : 0.018040619791567073 \n",
      "\n",
      "freq 19 : 2663.64\n",
      "Amplitude 19 : 0.015539781488534202 \n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(array([7.01492537, 6.00995025, 1.99502488, 5.99502488, 5.0199005 ,\n",
       "        3.99502488, 8.00497512, 8.00995025, 4.00995025, 2.00497512,\n",
       "        7.00995025, 5.00995025, 3.        , 8.        , 6.        ,\n",
       "        7.        , 1.        , 5.        , 4.        , 2.        ]),\n",
       " array([0.01545987, 0.01553978, 0.01804062, 0.01814017, 0.01859291,\n",
       "        0.01942809, 0.02085049, 0.02158895, 0.024062  , 0.02429568,\n",
       "        0.02828831, 0.03088582, 0.04657574, 0.04927102, 0.0711144 ,\n",
       "        0.08072446, 0.08644351, 0.11484647, 0.14501456, 0.15083716]))"
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_fourier_parameter(samplerate2,data2,443.20500000000004,20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "samplerate3, data3 = wavfile.read(\"wav/voice_D.wav\")\n",
    "x3 = np.linspace(0, len(data3)/samplerate3, len(data3), endpoint=False)\n",
    "\n",
    "si = 60000\n",
    "ei = 100000\n",
    "plt.figure(figsize=(20,10))\n",
    "plt.plot(x3[si:ei],data3[si:ei])\n",
    "data3 = data3[si:ei]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "freq 1 : 446.5125\n",
      "Amplitude 1 : 0.12444475175622285 \n",
      "\n",
      "freq 2 : 439.89750000000004\n",
      "Amplitude 2 : 0.08677299727917999 \n",
      "\n",
      "freq 3 : 441.0\n",
      "Amplitude 3 : 0.08217581621598771 \n",
      "\n",
      "freq 4 : 445.41\n",
      "Amplitude 4 : 0.06783950480560226 \n",
      "\n",
      "freq 5 : 449.82\n",
      "Amplitude 5 : 0.06241929510558638 \n",
      "\n",
      "freq 6 : 442.1025\n",
      "Amplitude 6 : 0.05966779126165173 \n",
      "\n",
      "freq 7 : 437.6925\n",
      "Amplitude 7 : 0.058898401903337685 \n",
      "\n",
      "freq 8 : 436.59000000000003\n",
      "Amplitude 8 : 0.054746665143940276 \n",
      "\n",
      "freq 9 : 448.71750000000003\n",
      "Amplitude 9 : 0.04056360886198009 \n",
      "\n",
      "freq 10 : 297.675\n",
      "Amplitude 10 : 0.040074577742013985 \n",
      "\n",
      "freq 11 : 293.265\n",
      "Amplitude 11 : 0.03730590553302849 \n",
      "\n",
      "freq 12 : 887.5125\n",
      "Amplitude 12 : 0.03577437993626865 \n",
      "\n",
      "freq 13 : 444.3075\n",
      "Amplitude 13 : 0.03518498887546046 \n",
      "\n",
      "freq 14 : 877.59\n",
      "Amplitude 14 : 0.03307577528863425 \n",
      "\n",
      "freq 15 : 876.4875000000001\n",
      "Amplitude 15 : 0.03245047165368253 \n",
      "\n",
      "freq 16 : 896.3325\n",
      "Amplitude 16 : 0.03224508030335668 \n",
      "\n",
      "freq 17 : 296.5725\n",
      "Amplitude 17 : 0.031179286017018776 \n",
      "\n",
      "freq 18 : 438.795\n",
      "Amplitude 18 : 0.029654727543086054 \n",
      "\n",
      "freq 19 : 886.4100000000001\n",
      "Amplitude 19 : 0.02822290923235331 \n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(array([3.01879699, 3.02255639, 1.4962406 , 1.0112782 , 3.05639098,\n",
       "        2.9887218 , 2.9924812 , 1.51503759, 3.02631579, 1.        ,\n",
       "        1.01503759, 1.53007519, 1.4887218 , 1.4924812 , 1.5075188 ,\n",
       "        1.53383459, 1.51879699, 1.5037594 , 1.5       , 1.52255639]),\n",
       " array([0.02730307, 0.02822291, 0.02965473, 0.03117929, 0.03224508,\n",
       "        0.03245047, 0.03307578, 0.03518499, 0.03577438, 0.03730591,\n",
       "        0.04007458, 0.04056361, 0.05474667, 0.0588984 , 0.05966779,\n",
       "        0.0624193 , 0.0678395 , 0.08217582, 0.086773  , 0.12444475]))"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_fourier_parameter(samplerate3,data3,293.265,20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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