transcription_plots.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Transcription Results "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import Audio\n",
    "\n",
    "audio_file = \"./samples/MAPS_MUS-bk_xmas1_ENSTDkCl.wav\"\n",
    "transcripted_midi = \"./results/MAPS_MUS-bk_xmas1_ENSTDkCl.mid\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 588,
       "width": 1190
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pretty_midi\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "pretty_midi.pretty_midi.MAX_TICK = 1e10\n",
    "\n",
    "p_rolls = []\n",
    "\n",
    "def plot_piano_roll(midi_data, ax, file_name):\n",
    "    piano_roll = midi_data.get_piano_roll(fs=4)\n",
    "    p_rolls.append(piano_roll)\n",
    "    ax.imshow(piano_roll, aspect='auto', cmap='inferno')\n",
    "    ax.set_xlabel('Time')\n",
    "    ax.set_ylabel('Note')\n",
    "    ax.set_xticks([0, piano_roll.shape[1]])\n",
    "    ax.set_yticks([21,108])\n",
    "    ax.set_title(file_name)\n",
    "\n",
    "file_path1 = './samples/MAPS_MUS-bk_xmas1_ENSTDkCl.mid'\n",
    "file_path2 = transcripted_midi\n",
    "\n",
    "fig, axs = plt.subplots(2,1, figsize=(12, 6))\n",
    "\n",
    "# Plot first MIDI file\n",
    "midi_data1 = pretty_midi.PrettyMIDI(file_path1)\n",
    "plot_piano_roll(midi_data1, axs[0],'Piano Roll of MAPS_MUS-bk_xmas1_ENSTDkCl Original')\n",
    "\n",
    "# Plot second MIDI file\n",
    "midi_data2 = pretty_midi.PrettyMIDI(file_path2)\n",
    "plot_piano_roll(midi_data2, axs[1],'Piano Roll of MAPS_MUS-bk_xmas1_ENSTDkCl Transcripted')\n",
    "\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 540,
       "width": 812
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from music21 import converter\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Load the MIDI file\n",
    "file_path_midi = './results/L.mid'  # Replace with your MIDI file path\n",
    "midi_stream = converter.parse(file_path_midi)\n",
    "\n",
    "# Create a piano roll\n",
    "def plot_piano_roll(stream):\n",
    "    piano_roll = stream.plot('pianoroll', figsize=(10, 5))\n",
    "    plt.title('Piano Roll of L Theme')\n",
    "    plt.xlabel('Time')\n",
    "    plt.ylabel('Pitch')\n",
    "    plt.show()\n",
    "\n",
    "plot_piano_roll(midi_stream)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Chord: F3 G#3 - Start Time: 1.0 - Duration: 1.75\n",
      "Chord: F#3 B-3 - Start Time: 2.75 - Duration: 2/3\n",
      "Chord: C#2 G#2 C#3 - Start Time: 1.0 - Duration: 2.25\n",
      "Chord: F3 C#2 G#3 C#3 G#2 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: C#3 - Start Time: 2/3 - Duration: 10/3\n",
      "Note: G#2 - Start Time: 2/3 - Duration: 2.25\n",
      "Note: F3 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: F4 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: F5 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: C#2 - Start Time: 2/3 - Duration: 10/3\n",
      "Note: C#4 - Start Time: 1.25 - Duration: 0.25\n",
      "Chord: F4 G#3 C#6 - Start Time: 2.75 - Duration: 1.0\n",
      "Chord: F3 C#2 G#3 C#3 G#2 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: G#3 - Start Time: 0.25 - Duration: 1.75\n",
      "Chord: F#4 B-4 - Start Time: 2.0 - Duration: 2/3\n",
      "Chord: F4 G#3 G#4 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: F4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 0.25 - Duration: 2.0\n",
      "Chord: F4 G#4 C#4 G#3 - Start Time: 2.5 - Duration: 0.75\n",
      "Chord: C#4 G#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 2.5 - Duration: 1.25\n",
      "Note: G#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: C#2 - Start Time: 0.0 - Duration: 17/12\n",
      "Note: C#4 - Start Time: 1/3 - Duration: 1.5\n",
      "Chord: G#4 C#7 - Start Time: 2.0 - Duration: 1.0\n",
      "Note: C3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F5 - Start Time: 2/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: C#6 - Start Time: 1.25 - Duration: 1/3\n",
      "Chord: G#6 F5 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: F#3 G#2 E-4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F6 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: G#1 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: C#4 G#4 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 5.75\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 37/12\n",
      "Chord: F#3 G#2 E-4 - Start Time: 1.75 - Duration: 1.0\n",
      "Chord: F#3 F#2 E-4 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 10/3 - Duration: 1/3\n",
      "Note: F#5 - Start Time: 11/3 - Duration: 0.25\n",
      "Chord: C4 E-3 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: E-3 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: C4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: C3 - Start Time: 0.0 - Duration: 1.25\n",
      "Chord: F#3 G#2 E-4 - Start Time: 0.0 - Duration: 1.75\n",
      "Note: E-5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C5 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.5 - Duration: 1/3\n",
      "Chord: E-4 G#2 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: E-3 C4 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 5/3 - Duration: 1/3\n",
      "Note: G3 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: F#3 - Start Time: 2.25 - Duration: 1/3\n",
      "Note: F#4 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 4/3 - Duration: 1.25\n",
      "Chord: G#2 F3 C#3 C#4 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: C#2 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 1.25\n",
      "Note: C4 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: G#2 - Start Time: 0.75 - Duration: 3.25\n",
      "Chord: C#3 F3 C#4 - Start Time: 0.75 - Duration: 1.25\n",
      "Note: F2 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: F5 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: F4 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 3.5 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 2.0 - Duration: 2.0\n",
      "Note: G#3 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#2 F3 C#3 C#4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: C#2 - Start Time: 0.0 - Duration: 5.0\n",
      "Note: F3 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C#3 - Start Time: 1/3 - Duration: 4/3\n",
      "Chord: B-1 D3 G#3 B-3 B-2 F2 - Start Time: 5/3 - Duration: 5/3\n",
      "Note: B3 - Start Time: 10/3 - Duration: 0.5\n",
      "Note: G#1 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: F2 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: C#2 - Start Time: 1.25 - Duration: 1/3\n",
      "Chord: D3 B-1 G#3 B-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: D2 F3 B-2 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F2 - Start Time: 3.75 - Duration: 0.25\n",
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      "Note: C#3 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: B-2 F#3 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: F#3 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: E-4 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: F#4 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: B-4 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: F#4 E-4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: E-2 - Start Time: 1.0 - Duration: 2.0\n",
      "Note: F#3 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: B-3 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: D3 B-1 G#3 B-3 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: F2 - Start Time: 0.0 - Duration: 1.5\n",
      "Note: B-3 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: B4 - Start Time: 2.25 - Duration: 0.5\n",
      "Chord: E-4 F#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#4 D4 - Start Time: 0.5 - Duration: 2.0\n",
      "Chord: G#4 F3 D4 B-2 B-3 B-4 - Start Time: 8/3 - Duration: 1.25\n",
      "Chord: B-3 B-4 B-2 F3 - Start Time: 0.5 - Duration: 1.5\n",
      "Chord: E-3 B-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: F#4 E-4 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: F#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 2.0\n",
      "Chord: E-4 F#3 B-3 - Start Time: 2.0 - Duration: 1.25\n",
      "Note: G#6 - Start Time: 10/3 - Duration: 1/3\n",
      "Note: F#6 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 1/3 - Duration: 5/3\n",
      "Note: E-6 - Start Time: 2.0 - Duration: 0.75\n",
      "Note: C#6 - Start Time: 2.75 - Duration: 1/3\n",
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      "Note: E-5 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: B-5 - Start Time: 4/3 - Duration: 1/3\n",
      "Note: F#5 - Start Time: 5/3 - Duration: 1/3\n",
      "Chord: G#1 G#2 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: F#5 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: C6 - Start Time: 3.0 - Duration: 1/3\n",
      "Chord: E-3 B-3 - Start Time: 0.0 - Duration: 2.0\n",
      "Note: E-6 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C6 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: C5 F#4 - Start Time: 1.25 - Duration: 0.5\n",
      "Note: F#4 - Start Time: 1.75 - Duration: 0.5\n",
      "Note: C4 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 2.5 - Duration: 0.25\n",
      "Chord: G3 G4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: B-3 - Start Time: 10/3 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: F#5 - Start Time: 2/3 - Duration: 0.25\n",
      "Chord: G#3 C4 - Start Time: 1.25 - Duration: 1.0\n",
      "Note: G#1 - Start Time: 2.25 - Duration: 1.75\n",
      "Note: G#4 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 2.25 - Duration: 1.75\n",
      "Chord: G#1 G#2 - Start Time: 0.0 - Duration: 1.25\n",
      "Note: G3 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.25 - Duration: 1.25\n",
      "Chord: C#2 C#3 - Start Time: 5/3 - Duration: 7/3\n",
      "Note: G4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C3 - Start Time: 0.5 - Duration: 1.25\n",
      "Note: F3 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: F4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: F5 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: G#3 C#4 F4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.5 - Duration: 1.0\n",
      "Note: F3 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 2.25 - Duration: 0.25\n",
      "Chord: G#5 G#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: F#3 E-4 - Start Time: 4/3 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 5/3 - Duration: 0.75\n",
      "Note: G#1 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: G#2 - Start Time: 0.0 - Duration: 47/12\n",
      "Note: C#6 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: F6 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 2/3 - Duration: 1/3\n",
      "Chord: F4 C#7 C#4 G#3 - Start Time: 1.0 - Duration: 4/3\n",
      "Note: G#3 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: G#3 C#4 F4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: F4 - Start Time: 0.5 - Duration: 0.25\n",
      "Chord: F4 E-3 E-2 - Start Time: 0.75 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 1.5 - Duration: 1.0\n",
      "Note: E-3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 3.0 - Duration: 0.75\n",
      "Chord: E-3 B-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: C#4 G3 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: F4 - Start Time: 2.75 - Duration: 1/3\n",
      "Chord: G3 G4 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 17/12\n",
      "Note: C5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 0.25 - Duration: 1.0\n",
      "Chord: C#4 G3 - Start Time: 1.5 - Duration: 2/3\n",
      "Note: E-5 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: G5 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: B-5 - Start Time: 3.5 - Duration: 1/3\n",
      "Note: C#5 - Start Time: 0.25 - Duration: 1.5\n",
      "Chord: E-5 F5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: E-3 - Start Time: 2.0 - Duration: 0.5\n",
      "Chord: C#4 G3 - Start Time: 2.5 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 3.25 - Duration: 2/3\n",
      "Chord: E-3 E-2 - Start Time: 0.25 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 0.75 - Duration: 1.25\n",
      "Note: D5 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: F5 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: C6 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#1 G#2 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: E-3 B-4 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: E-3 - Start Time: 0.5 - Duration: 2/3\n",
      "Note: B-5 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: C4 G#3 - Start Time: 2.25 - Duration: 2/3\n",
      "Note: F5 - Start Time: 3.0 - Duration: 1/3\n",
      "Chord: G#1 G#2 - Start Time: 10/3 - Duration: 0.5\n",
      "Chord: G#3 C4 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 5/3 - Duration: 0.5\n",
      "Note: G5 - Start Time: 2.25 - Duration: 1/3\n",
      "Note: E-3 - Start Time: 2.75 - Duration: 2/3\n",
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      "Note: B-5 - Start Time: 2.5 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 2.75 - Duration: 1/3\n",
      "Note: C6 - Start Time: 0.0 - Duration: 1.5\n",
      "Chord: G#1 G#2 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 1.25 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 7/3 - Duration: 2/3\n",
      "Chord: F5 C#5 E-3 E-2 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 0.5 - Duration: 0.5\n",
      "Chord: C4 G#3 - Start Time: 1.75 - Duration: 0.5\n",
      "Chord: F5 C#5 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: G4 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: E-5 C5 - Start Time: 1.75 - Duration: 1.0\n",
      "Note: E-5 - Start Time: 0.0 - Duration: 11/6\n",
      "Chord: C#4 G3 - Start Time: 0.0 - Duration: 0.75\n",
      "Chord: F5 E-3 C#5 - Start Time: 0.75 - Duration: 0.5\n",
      "Note: G3 - Start Time: 1.25 - Duration: 0.25\n",
      "Chord: F5 E-3 C#4 C#5 - Start Time: 1.75 - Duration: 0.5\n",
      "Chord: F5 C#5 E-3 E-2 - Start Time: 2.5 - Duration: 0.5\n",
      "Chord: E-3 G4 - Start Time: 3.0 - Duration: 2/3\n",
      "Chord: C#4 G3 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: C#4 G4 - Start Time: 1.25 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: G4 - Start Time: 0.0 - Duration: 0.75\n",
      "Chord: E-3 C#5 F4 - Start Time: 0.25 - Duration: 2/3\n",
      "Chord: E-3 C#4 B-4 - Start Time: 4/3 - Duration: 2/3\n",
      "Chord: G#1 G#2 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 3.25 - Duration: 2/3\n",
      "Chord: E-4 G3 C5 - Start Time: 0.75 - Duration: 2/3\n",
      "Note: C4 - Start Time: 2.0 - Duration: 1.75\n",
      "Note: E-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C5 - Start Time: 2.25 - Duration: 1.5\n",
      "Note: B-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: C#4 G3 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G4 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: B-4 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: F4 - Start Time: 1.25 - Duration: 0.25\n",
      "Chord: G#1 G#2 - Start Time: 1.5 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 3.25 - Duration: 0.5\n",
      "Chord: C4 E-4 G#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.25 - Duration: 2/3\n",
      "Note: E-4 - Start Time: 1.5 - Duration: 7/3\n",
      "Chord: E-4 E-3 G#4 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: E-3 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: F4 - Start Time: 2/3 - Duration: 0.25\n",
      "Chord: F4 E-3 E-2 - Start Time: 1.0 - Duration: 2/3\n",
      "Chord: C#4 G3 - Start Time: 2.0 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 8/3 - Duration: 1.25\n",
      "Chord: E-4 E-3 - Start Time: 1.5 - Duration: 1.0\n",
      "Note: E-4 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: F4 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 3.5 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 3.25 - Duration: 2/3\n",
      "Chord: G3 G4 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: E-3 B-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: C4 E-4 G#3 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: C5 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 0.5 - Duration: 1.25\n",
      "Chord: E-5 F5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: E-3 - Start Time: 2.25 - Duration: 1.25\n",
      "Note: B-5 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: E-3 E-2 - Start Time: 0.5 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 1.0 - Duration: 1.25\n",
      "Note: D5 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 2.5 - Duration: 0.25\n",
      "Chord: C#4 G3 - Start Time: 2.75 - Duration: 2/3\n",
      "Note: C#5 - Start Time: 0.5 - Duration: 1.5\n",
      "Note: F5 - Start Time: 2.75 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 10/3 - Duration: 1/3\n",
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      "Note: G5 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: E-3 - Start Time: 10/3 - Duration: 2/3\n",
      "Chord: G#1 G#2 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 2/3 - Duration: 2/3\n",
      "Note: B-5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.0 - Duration: 1/3\n",
      "Chord: C4 G#3 - Start Time: 7/3 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 3.0 - Duration: 2/3\n",
      "Chord: G#1 G#2 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C6 - Start Time: 0.0 - Duration: 1.75\n",
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      "Note: F5 - Start Time: 3.25 - Duration: 1/3\n",
      "Note: E-5 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: G#3 C4 - Start Time: 1.25 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 0.25 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 4/3 - Duration: 2/3\n",
      "Chord: C4 G#3 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 2.5 - Duration: 0.5\n",
      "Chord: F5 C#5 E-3 E-2 - Start Time: 3.25 - Duration: 0.5\n",
      "Note: G4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#3 C4 - Start Time: 0.75 - Duration: 2/3\n",
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      "Note: E-3 - Start Time: 11/3 - Duration: 1/3\n",
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      "Chord: C#4 G3 - Start Time: 1/3 - Duration: 2/3\n",
      "Chord: F5 E-3 - Start Time: 1.0 - Duration: 1.0\n",
      "Chord: E-3 F5 C#5 - Start Time: 2.0 - Duration: 2/3\n",
      "Chord: F5 C#5 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: E-3 G4 - Start Time: 3.25 - Duration: 0.5\n",
      "Chord: G3 C#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 1.0 - Duration: 2/3\n",
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      "Note: C#4 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: E-2 - Start Time: 8/3 - Duration: 1.0\n",
      "Chord: G3 C#4 G4 - Start Time: 1.5 - Duration: 0.5\n",
      "Note: G4 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 1/3\n",
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      "Note: G3 - Start Time: 1.0 - Duration: 0.5\n",
      "Chord: C#4 B-4 - Start Time: 1.5 - Duration: 1/3\n",
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      "Chord: E-4 C5 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: E-3 - Start Time: 1.5 - Duration: 0.75\n",
      "Chord: G#2 G#3 - Start Time: 2.25 - Duration: 1/3\n",
      "Note: E-3 - Start Time: 2.75 - Duration: 2/3\n",
      "Note: E-4 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: C4 - Start Time: 2.25 - Duration: 1.25\n",
      "Chord: C4 G#3 - Start Time: 10/3 - Duration: 2/3\n",
      "Chord: G3 C#4 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: G#3 C4 - Start Time: 0.5 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 1.25 - Duration: 2/3\n",
      "Note: G#5 - Start Time: 2.0 - Duration: 1/3\n",
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      "Note: G#6 - Start Time: 3.0 - Duration: 0.25\n",
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      "Note: G#5 - Start Time: 3.5 - Duration: 1/3\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: G#5 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: C6 - Start Time: 1.25 - Duration: 1/3\n",
      "Chord: G#3 C4 - Start Time: 1.75 - Duration: 1.25\n",
      "Note: G#6 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C5 - Start Time: 0.25 - Duration: 1/3\n",
      "Note: E-6 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: E-5 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.75 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 2/3 - Duration: 0.25\n",
      "Chord: C#4 F4 - Start Time: 1.0 - Duration: 2.0\n",
      "Note: B-4 - Start Time: 3.0 - Duration: 0.5\n",
      "Chord: F4 G#4 C#4 G#6 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#6 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.25 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: G#5 G#6 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 1.25 - Duration: 1.75\n",
      "Note: G#5 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 0.5 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 2.0 - Duration: 1.0\n",
      "Chord: G#3 C#4 - Start Time: 0.5 - Duration: 10/3\n",
      "Note: G#6 - Start Time: 0.75 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 2.75 - Duration: 1.0\n",
      "Note: F4 - Start Time: 0.75 - Duration: 3.25\n",
      "Chord: F4 G#4 C#4 G#6 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: G#6 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 2/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: B-4 G#5 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 7/3 - Duration: 1/3\n",
      "Chord: F4 G#4 C#4 - Start Time: 8/3 - Duration: 1.0\n",
      "Note: G#6 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: C#4 F4 - Start Time: 0.0 - Duration: 2.0\n",
      "Note: G#6 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: F4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 1/3 - Duration: 1.75\n",
      "Note: G#6 - Start Time: 3.5 - Duration: 1/3\n",
      "Chord: G#3 C#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#5 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 0.75 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.5 - Duration: 1/3\n",
      "Chord: F#4 G#6 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: B-5 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.75 - Duration: 0.25\n",
      "Chord: G#4 C5 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: F#4 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: E-5 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: G#5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.0 - Duration: 3.25\n",
      "Chord: G#3 C#4 - Start Time: 0.0 - Duration: 3.25\n",
      "Note: F#4 - Start Time: 0.25 - Duration: 1.0\n",
      "Chord: F#4 G#5 - Start Time: 1.25 - Duration: 1/3\n",
      "Chord: E-5 F#4 - Start Time: 5/3 - Duration: 1.0\n",
      "Note: G#5 - Start Time: 8/3 - Duration: 0.5\n",
      "Note: B-5 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: B-5 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: G#5 B-5 - Start Time: 0.5 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 1.0 - Duration: 1/3\n",
      "Chord: G#4 C5 - Start Time: 4/3 - Duration: 1.0\n",
      "Chord: B-5 G#5 - Start Time: 7/3 - Duration: 0.25\n",
      "Chord: F#4 G#4 - Start Time: 8/3 - Duration: 4/3\n",
      "Note: G#5 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: G#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: C5 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: G#5 - Start Time: 3.25 - Duration: 2/3\n",
      "Chord: G#4 C5 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: F#4 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: E-5 - Start Time: 0.0 - Duration: 13/12\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: B-5 - Start Time: 1/3 - Duration: 0.5\n",
      "Chord: G#5 B-5 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: F4 G#4 - Start Time: 2.0 - Duration: 2.0\n",
      "Note: E-4 - Start Time: 0.75 - Duration: 4/3\n",
      "Note: G#5 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: B-5 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: B-5 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: G#5 B-5 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 3.0 - Duration: 1/3\n",
      "Chord: F#4 G#4 - Start Time: 0.0 - Duration: 2.0\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: C5 - Start Time: 0.0 - Duration: 1.75\n",
      "Note: B-5 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: F4 G#4 - Start Time: 1/3 - Duration: 1.25\n",
      "Note: B-5 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: B-5 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: F#2 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 0.75 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 2.0 - Duration: 2.0\n",
      "Chord: G#5 B-5 G#5 - Start Time: 1.0 - Duration: 1/3\n",
      "Chord: B-5 G#5 - Start Time: 4/3 - Duration: 1/3\n",
      "Chord: C#4 F4 - Start Time: 5/3 - Duration: 7/3\n",
      "Note: B-5 - Start Time: 2.25 - Duration: 0.25\n",
      "Chord: G#5 B-5 - Start Time: 11/3 - Duration: 0.25\n",
      "Chord: F4 G#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: C#4 F4 - Start Time: 1.0 - Duration: 2.0\n",
      "Note: B-4 - Start Time: 3.0 - Duration: 0.5\n",
      "Chord: F4 G#4 C#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: B-5 - Start Time: 1/3 - Duration: 1/3\n",
      "Chord: G#5 G#6 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 1.25 - Duration: 1.75\n",
      "Note: G#5 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 8/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: C#4 F4 - Start Time: 0.0 - Duration: 11/12\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 0.5 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 4/3 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.25 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 10/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: G#3 C#4 - Start Time: 0.5 - Duration: 10/3\n",
      "Note: G#6 - Start Time: 0.75 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: G#5 G#6 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.75 - Duration: 3.25\n",
      "Chord: F4 G#4 C#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: G#6 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 1/3 - Duration: 1.75\n",
      "Note: G#6 - Start Time: 7/3 - Duration: 1/3\n",
      "Chord: G#4 F4 C#4 - Start Time: 8/3 - Duration: 1.0\n",
      "Chord: G#3 C#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: C#4 F4 - Start Time: 0.0 - Duration: 2.0\n",
      "Note: B-4 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: G#6 - Start Time: 8/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 3.0 - Duration: 1/3\n",
      "Chord: G#5 G#6 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 2/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.25 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: F4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 4/3 - Duration: 1/3\n",
      "Note: G#5 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: G#6 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.5 - Duration: 1/3\n",
      "Chord: G#3 C4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: G#6 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: G#5 G#6 - Start Time: 2.75 - Duration: 1/3\n",
      "Chord: E-4 F#4 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: G#3 C#4 - Start Time: 0.0 - Duration: 35/12\n",
      "Note: F4 - Start Time: 0.0 - Duration: 2.75\n",
      "Note: B-5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: B-5 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 2/3 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: G#3 C#4 - Start Time: 1.25 - Duration: 1.0\n",
      "Chord: B-5 G#5 - Start Time: 2.25 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 2.5 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 2.75 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.25 - Duration: 1/3\n",
      "Chord: B-5 G#5 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: F4 - Start Time: 1.5 - Duration: 1.0\n",
      "Chord: G#3 C4 - Start Time: 2.5 - Duration: 1.5\n",
      "Chord: B-5 G#5 - Start Time: 1.5 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 2.75 - Duration: 1.25\n",
      "Chord: G#3 C4 - Start Time: 0.0 - Duration: 1.25\n",
      "Chord: E-4 F#4 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: B-5 G#5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.5 - Duration: 0.25\n",
      "Chord: D4 F4 - Start Time: 0.75 - Duration: 0.75\n",
      "Chord: B-5 G#5 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: B-5 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 2.0 - Duration: 2.0\n",
      "Chord: F3 B3 - Start Time: 0.5 - Duration: 1.0\n",
      "Chord: G#3 C4 - Start Time: 5/3 - Duration: 7/3\n",
      "Note: B-5 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: B-5 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: C6 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: C#6 F#4 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: F#4 - Start Time: 2.0 - Duration: 0.75\n",
      "Note: E-6 - Start Time: 3.25 - Duration: 1/3\n",
      "Note: F#6 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F6 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: G#3 C4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: G#6 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: B-6 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: G#6 - Start Time: 2/3 - Duration: 1/3\n",
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      "Note: F6 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: E-6 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: C#6 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: C6 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: B-5 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: F#5 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: F5 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: E-5 - Start Time: 10/3 - Duration: 1/3\n",
      "Note: C#5 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 1.5\n",
      "Chord: G#3 C4 - Start Time: 0.0 - Duration: 4/3\n",
      "Note: F#4 - Start Time: 0.0 - Duration: 7/12\n",
      "Note: C5 - Start Time: 0.0 - Duration: 0.25\n",
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      "Note: F#4 - Start Time: 0.75 - Duration: 0.25\n",
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      "Note: C#4 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: C4 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: F#3 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: C#3 C3 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: B-2 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: F3 E-3 - Start Time: 2.75 - Duration: 0.25\n",
      "Chord: G#1 G#2 - Start Time: 0.0 - Duration: 8/3\n",
      "Note: G#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 17/12\n",
      "Note: B-4 - Start Time: 1.5 - Duration: 2/3\n",
      "Chord: G#2 E-3 F#3 C4 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 2.0 - Duration: 2.0\n",
      "Chord: G#2 E-3 F#3 C4 - Start Time: 0.0 - Duration: 17/6\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 2.75\n",
      "Note: G#4 - Start Time: 2.75 - Duration: 1.25\n",
      "Note: B-4 - Start Time: 2/3 - Duration: 2/3\n",
      "Chord: C#4 F3 G#2 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: G#4 - Start Time: 1.25 - Duration: 2.75\n",
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      "Note: G#4 - Start Time: 1.75 - Duration: 2.0\n",
      "Note: B-4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: C#4 F3 G#2 - Start Time: 0.0 - Duration: 2.0\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 23/12\n",
      "Note: G#4 - Start Time: 0.25 - Duration: 3.75\n",
      "Chord: G#3 F3 B2 D4 - Start Time: 1.5 - Duration: 2.5\n",
      "Note: G#2 - Start Time: 1.5 - Duration: 2.0\n",
      "Note: B-4 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: F#3 E-4 - Start Time: 0.0 - Duration: 1.5\n",
      "Chord: E-3 G#3 C4 G#2 - Start Time: 1.5 - Duration: 2.5\n",
      "Chord: C3 G#2 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: G#2 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 8.25\n",
      "Chord: E-3 G#3 C4 G#2 - Start Time: 0.0 - Duration: 4.0\n",
      "Note: G#1 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: F4 G#4 G#3 C#3 - Start Time: 1.5 - Duration: 2.0\n",
      "Chord: G#4 F4 G#3 C#3 C#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 0.25 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 1.5 - Duration: 7/3\n",
      "Chord: F#4 B-4 - Start Time: 10/3 - Duration: 2/3\n",
      "Chord: E-3 G#3 C4 G#2 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.75 - Duration: 3.25\n",
      "Note: G#3 - Start Time: 0.75 - Duration: 0.25\n",
      "Chord: F4 C#4 G#3 C#3 - Start Time: 1.25 - Duration: 2.75\n",
      "Chord: G#4 F4 G#3 C#3 C#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: G#2 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: F4 G#3 G#4 C#3 - Start Time: 2/3 - Duration: 2.0\n",
      "Chord: F4 C#4 G#4 G#3 C#3 - Start Time: 3.0 - Duration: 0.75\n",
      "Chord: G#4 F4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 2/3 - Duration: 7/3\n",
      "Chord: F#4 B-4 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: F4 C#4 G#3 C#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: F4 C#4 G#3 - Start Time: 1/3 - Duration: 3.25\n",
      "Note: C#3 - Start Time: 1/3 - Duration: 11/3\n",
      "Note: G#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: F#4 C4 G#3 E-5 - Start Time: 0.0 - Duration: 2.0\n",
      "Chord: F#3 G#2 F#2 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: F#4 C4 G#3 E-5 - Start Time: 2.25 - Duration: 0.75\n",
      "Chord: G#2 E-4 C5 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: G#4 E-4 C5 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: E-4 C5 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: E-4 C5 - Start Time: 0.0 - Duration: 2.75\n",
      "Chord: C#3 F4 C#5 C#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: F#2 G#2 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: F4 C#3 C#4 - Start Time: 4/3 - Duration: 0.75\n",
      "Chord: G2 B-2 G#4 - Start Time: 2.25 - Duration: 0.25\n",
      "Chord: F4 C#4 G#4 - Start Time: 8/3 - Duration: 4/3\n",
      "Note: C#3 - Start Time: 8/3 - Duration: 4/3\n",
      "Chord: C#3 F4 C#5 C#4 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: F4 C#4 G#4 - Start Time: 0.0 - Duration: 13/6\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 23/12\n",
      "Note: C#3 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: F#4 F#3 - Start Time: 2.25 - Duration: 1.75\n",
      "Note: F#3 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: F#4 F#3 B-4 C#4 F#5 - Start Time: 0.5 - Duration: 1.0\n",
      "Chord: F#4 F#3 - Start Time: 1.5 - Duration: 1/3\n",
      "Chord: C5 G#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 1.75 - Duration: 2.25\n",
      "Chord: F#3 B-4 - Start Time: 1.75 - Duration: 1.75\n",
      "Chord: F#4 F#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: F#4 F#3 B-4 - Start Time: 0.0 - Duration: 1.25\n",
      "Chord: C#3 G#4 C#4 F4 - Start Time: 4/3 - Duration: 2.0\n",
      "Chord: F4 C#4 C#3 G#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 1.0 - Duration: 1/3\n",
      "Chord: F#4 B-4 - Start Time: 3.0 - Duration: 0.75\n",
      "Chord: F4 C#4 G#3 - Start Time: 1.0 - Duration: 3.0\n",
      "Note: C#3 - Start Time: 1.0 - Duration: 3.0\n",
      "Chord: F4 C#4 C#3 G#4 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: F#4 C#4 F#3 B-4 - Start Time: 0.5 - Duration: 2.0\n",
      "Chord: F#4 C#4 B-4 - Start Time: 2.75 - Duration: 1.0\n",
      "Note: F#3 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: F#3 - Start Time: 2.75 - Duration: 1.25\n",
      "Note: F#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: F4 C#4 G#3 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 2.25\n",
      "Note: F#4 - Start Time: 7/3 - Duration: 0.75\n",
      "Chord: G#4 C#3 F4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: F#3 B-4 - Start Time: 0.0 - Duration: 1.75\n",
      "Chord: C5 G#4 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: C#4 F#3 B-4 - Start Time: 7/3 - Duration: 4/3\n",
      "Chord: F#4 B-4 - Start Time: 4/3 - Duration: 2/3\n",
      "Chord: C#3 G#3 G#2 F3 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: F4 C#3 C#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: F4 C#4 C#3 G#4 - Start Time: 1.75 - Duration: 1.0\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: G#4 C#3 F4 - Start Time: 0.0 - Duration: 17/12\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 23/12\n",
      "Note: G#3 - Start Time: 2.25 - Duration: 1.75\n",
      "Chord: C4 E-5 - Start Time: 8/3 - Duration: 4/3\n",
      "Chord: F4 C#3 C#4 - Start Time: 0.0 - Duration: 2.5\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 2.25\n",
      "Chord: F#3 F#2 E-3 G#2 - Start Time: 2/3 - Duration: 0.25\n",
      "Chord: F#4 C4 G#3 E-5 - Start Time: 1.0 - Duration: 1.0\n",
      "Chord: F#5 G#3 - Start Time: 2.0 - Duration: 1/3\n",
      "Chord: F#4 F#5 - Start Time: 2.25 - Duration: 1.75\n",
      "Chord: C4 G#3 - Start Time: 2.25 - Duration: 1.75\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 7/12\n",
      "Chord: C4 E-5 - Start Time: 0.0 - Duration: 2/3\n",
      "Chord: E-5 F#4 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: F#4 E-4 G#3 - Start Time: 2/3 - Duration: 0.75\n",
      "Chord: G#3 C#3 - Start Time: 1.75 - Duration: 2.25\n",
      "Note: C5 - Start Time: 2/3 - Duration: 1.25\n",
      "Note: C#5 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 2.0 - Duration: 2.0\n",
      "Chord: C4 G#3 - Start Time: 0.0 - Duration: 7/12\n",
      "Chord: G#3 C#3 - Start Time: 0.0 - Duration: 4.0\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 1.75\n",
      "Chord: C#4 F5 G#4 - Start Time: 1.75 - Duration: 2.25\n",
      "Chord: G#4 G#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: F4 C#3 G#3 - Start Time: 1.25 - Duration: 1.75\n",
      "Note: G#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: C#4 - Start Time: 1.25 - Duration: 2.25\n",
      "Chord: F4 G#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: C#4 F5 G#4 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: G#3 - Start Time: 1/3 - Duration: 10/3\n",
      "Note: C4 - Start Time: 0.75 - Duration: 2.0\n",
      "Chord: G#2 E-4 C4 F#3 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: E-4 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: F#4 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: F4 G#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 1.75\n",
      "Chord: F4 C#4 G#3 G#4 F5 - Start Time: 0.5 - Duration: 5/3\n",
      "Note: G#4 - Start Time: 7/3 - Duration: 0.25\n",
      "Chord: G#4 F4 G#3 C#4 - Start Time: 2.75 - Duration: 0.75\n",
      "Chord: F4 G#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 0.5 - Duration: 2.25\n",
      "Note: C#3 - Start Time: 2.75 - Duration: 1.25\n",
      "Note: C#5 - Start Time: 7/3 - Duration: 2/3\n",
      "Chord: G#2 E-4 C4 F#3 - Start Time: 0.0 - Duration: 7/12\n",
      "Note: F#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: G#3 E-3 C4 - Start Time: 0.0 - Duration: 2.25\n",
      "Chord: G#2 F#3 C4 - Start Time: 2.5 - Duration: 1.25\n",
      "Chord: F#4 B-4 - Start Time: 0.0 - Duration: 1.75\n",
      "Note: G#4 - Start Time: 1.75 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: F4 - Start Time: 3.0 - Duration: 2/3\n",
      "Note: F3 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C#3 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: F4 G#4 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: F3 - Start Time: 1/3 - Duration: 0.5\n",
      "Chord: C#3 C#2 G#2 F3 - Start Time: 2.0 - Duration: 1.25\n",
      "Chord: C#2 C#3 G#2 F3 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: G#2 - Start Time: 1/3 - Duration: 0.25\n",
      "Chord: F3 C#3 G#2 - Start Time: 0.75 - Duration: 1.0\n",
      "Note: G#2 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: F3 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 71/12\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: C#2 - Start Time: 1.75 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: F4 C#4 G#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: C#2 C#3 G#2 F3 - Start Time: 0.0 - Duration: 23/12\n",
      "Note: G#4 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 1.5 - Duration: 1.25\n",
      "Chord: G#4 F4 C#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: C#4 F4 - Start Time: 0.75 - Duration: 1.25\n",
      "Note: F3 - Start Time: 8/3 - Duration: 4/3\n",
      "Chord: G#3 B-3 - Start Time: 0.75 - Duration: 0.5\n",
      "Chord: G#4 F4 C#4 - Start Time: 1.75 - Duration: 2/3\n",
      "Chord: C#2 C#3 - Start Time: 8/3 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 2/3\n",
      "Chord: F4 C#4 G#4 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: C#2 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: G#4 C#4 F4 - Start Time: 1.5 - Duration: 0.75\n",
      "Chord: C#2 C#3 G#3 - Start Time: 2.25 - Duration: 1/3\n",
      "Chord: F4 G#4 - Start Time: 8/3 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: G#4 F4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#4 C#4 F4 - Start Time: 1/3 - Duration: 1.25\n",
      "Note: C#4 - Start Time: 8/3 - Duration: 1.25\n",
      "Chord: G#4 F4 C#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: F3 - Start Time: 0.0 - Duration: 13/6\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 1.25\n",
      "Note: F3 - Start Time: 1.75 - Duration: 2.25\n",
      "Note: B-3 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 2/3 - Duration: 1.25\n",
      "Note: C#4 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: C#2 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: G#4 F4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 1.75 - Duration: 0.5\n",
      "Chord: C#4 F4 G#4 - Start Time: 7/3 - Duration: 1.0\n",
      "Note: C#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: F4 C#4 - Start Time: 1.0 - Duration: 0.75\n",
      "Note: C#2 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: G#1 - Start Time: 4/3 - Duration: 8/3\n",
      "Chord: G#4 F4 C#4 - Start Time: 2/3 - Duration: 0.75\n",
      "Note: E-4 - Start Time: 1.5 - Duration: 2.25\n",
      "Note: E-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 1.5 - Duration: 2.5\n",
      "Note: G#4 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 2.0 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 3.0 - Duration: 0.75\n",
      "Note: F#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: F3 - Start Time: 0.0 - Duration: 17/12\n",
      "Chord: G#4 F4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 0.75\n",
      "Chord: G#4 F#4 - Start Time: 0.25 - Duration: 0.75\n",
      "Note: C4 - Start Time: 1.0 - Duration: 3.0\n",
      "Note: C4 - Start Time: 2/3 - Duration: 1/3\n",
      "Chord: G#4 F#4 - Start Time: 4/3 - Duration: 1.25\n",
      "Chord: G#4 F#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#4 F#4 - Start Time: 2.5 - Duration: 1.25\n",
      "Note: G#1 - Start Time: 0.0 - Duration: 55/12\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: G#2 - Start Time: 0.0 - Duration: 1.5\n",
      "Note: F#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#2 - Start Time: 0.5 - Duration: 0.75\n",
      "Note: F4 - Start Time: 2.25 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: C#3 - Start Time: 0.5 - Duration: 1.25\n",
      "Note: G#4 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 0.5 - Duration: 7/3\n",
      "Note: F4 - Start Time: 10/3 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 1.0 - Duration: 2.0\n",
      "Note: G#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F4 - Start Time: 1.0 - Duration: 1.0\n",
      "Note: C4 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: G#4 F#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: F4 G#4 - Start Time: 0.5 - Duration: 1.25\n",
      "Chord: G#4 F4 - Start Time: 1.75 - Duration: 1.25\n",
      "Chord: G#4 F4 - Start Time: 3.0 - Duration: 0.75\n",
      "Note: F#2 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.25 - Duration: 3.5\n",
      "Note: F#1 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: F#4 - Start Time: 0.25 - Duration: 1.0\n",
      "Chord: F#4 B-4 - Start Time: 4/3 - Duration: 1.25\n",
      "Note: A1 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: F#4 B-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 2.0 - Duration: 1.25\n",
      "Note: F#1 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: C#4 F#4 B-4 - Start Time: 2.5 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: F#2 - Start Time: 0.0 - Duration: 17/12\n",
      "Note: F#1 - Start Time: 0.0 - Duration: 3.25\n",
      "Note: B-3 - Start Time: 0.0 - Duration: 25/12\n",
      "Chord: F#4 B-4 - Start Time: 1.0 - Duration: 1.25\n",
      "Note: G#3 - Start Time: 2.75 - Duration: 1.25\n",
      "Note: C4 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: B-3 - Start Time: 5/3 - Duration: 1.25\n",
      "Chord: G#4 F4 C#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: B-4 F#4 - Start Time: 2.0 - Duration: 0.75\n",
      "Note: C#3 - Start Time: 2.75 - Duration: 0.5\n",
      "Chord: F#4 B-4 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: F#1 - Start Time: 0.0 - Duration: 11/12\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 1.25\n",
      "Chord: G#4 F4 C#4 - Start Time: 0.5 - Duration: 1.0\n",
      "Chord: G#4 C#4 F4 - Start Time: 5/3 - Duration: 0.75\n",
      "Chord: C#2 C#3 - Start Time: 2.5 - Duration: 1/3\n",
      "Note: B-3 - Start Time: 2/3 - Duration: 1.75\n",
      "Note: F3 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: G#3 - Start Time: 1.25 - Duration: 1.25\n",
      "Chord: G#4 C#4 F4 - Start Time: 2.75 - Duration: 1.25\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: G#4 F4 C#4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: G#4 C#4 F4 - Start Time: 1.25 - Duration: 0.75\n",
      "Note: F#2 - Start Time: 2.0 - Duration: 1.75\n",
      "Chord: G#4 C#4 F4 - Start Time: 0.0 - Duration: 1.25\n",
      "Note: F#1 - Start Time: 2.0 - Duration: 2.0\n",
      "Note: B-3 - Start Time: 2.0 - Duration: 2.0\n",
      "Chord: F#4 C#4 - Start Time: 2.5 - Duration: 1.0\n",
      "Chord: F#4 B-4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: F3 - Start Time: 0.0 - Duration: 2.0\n",
      "Note: B-3 - Start Time: 1/3 - Duration: 1.25\n",
      "Chord: F#4 B-4 - Start Time: 2.0 - Duration: 1.25\n",
      "Chord: F#4 B-4 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: F#4 B-4 - Start Time: 0.75 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 1.5 - Duration: 1.75\n",
      "Note: C4 - Start Time: 10/3 - Duration: 0.5\n",
      "Chord: F#2 F#1 - Start Time: 1.5 - Duration: 2.5\n",
      "Note: F#3 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: F#1 - Start Time: 0.0 - Duration: 1.5\n",
      "Note: B-3 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: F#4 B-4 - Start Time: 0.0 - Duration: 11/12\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: B-3 - Start Time: 0.0 - Duration: 1.25\n",
      "Chord: C#2 C#3 - Start Time: 1.25 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: B-4 F#4 - Start Time: 0.5 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 1.25 - Duration: 1.5\n",
      "Chord: F4 C#4 - Start Time: 2.75 - Duration: 1.25\n",
      "Chord: G#4 F4 C#4 - Start Time: 5/3 - Duration: 1.0\n",
      "Note: G#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: F#4 B-4 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: F#2 F#1 - Start Time: 0.0 - Duration: 1/6\n",
      "Chord: G#4 C#4 F4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: G#4 - Start Time: 1.25 - Duration: 0.75\n",
      "Note: G#4 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: F3 - Start Time: 2/3 - Duration: 10/3\n",
      "Note: C#3 - Start Time: 2/3 - Duration: 0.5\n",
      "Chord: C#4 F4 - Start Time: 1.25 - Duration: 1.25\n",
      "Chord: G#4 C#4 F4 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: G#4 F4 C#4 - Start Time: 7/3 - Duration: 1.25\n",
      "Note: B-3 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: G#1 - Start Time: 0.25 - Duration: 1.5\n",
      "Chord: G#4 F#4 - Start Time: 2.0 - Duration: 1.25\n",
      "Chord: F#4 G#1 G#2 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 0.25 - Duration: 2.75\n",
      "Chord: G#4 F#4 - Start Time: 3.0 - Duration: 0.75\n",
      "Note: E-4 - Start Time: 0.25 - Duration: 7/3\n",
      "Note: E-4 - Start Time: 8/3 - Duration: 1.25\n",
      "Chord: G#4 F#4 - Start Time: 0.75 - Duration: 1.0\n",
      "Note: F3 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: G#4 C#4 F4 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: G#4 F#4 - Start Time: 1/3 - Duration: 1.25\n",
      "Note: E-4 - Start Time: 5/3 - Duration: 2/3\n",
      "Chord: G#4 F#4 - Start Time: 8/3 - Duration: 0.75\n",
      "Chord: C#2 C#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: C4 - Start Time: 2.25 - Duration: 1.25\n",
      "Note: C#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: F#4 G#1 G#2 - Start Time: 0.0 - Duration: 5/12\n",
      "Chord: G#4 F4 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: C#5 G#4 F4 - Start Time: 1.0 - Duration: 1.25\n",
      "Chord: C#5 G#4 F4 - Start Time: 2.25 - Duration: 0.75\n",
      "Chord: C#2 C#3 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 3.0\n",
      "Note: F4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F5 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: C#2 C#3 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 2/3 - Duration: 2.0\n",
      "Chord: C#2 C#3 - Start Time: 8/3 - Duration: 0.5\n",
      "Chord: G#4 F4 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: F5 - Start Time: 2/3 - Duration: 1.25\n",
      "Note: F5 - Start Time: 2.0 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 8/3 - Duration: 4/3\n",
      "Chord: C#2 C#3 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: F4 - Start Time: 0.0 - Duration: 1.5\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: F5 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 1/3 - Duration: 0.25\n",
      "Note: F3 - Start Time: 1.0 - Duration: 1.25\n",
      "Note: G#1 - Start Time: 2.25 - Duration: 1.75\n",
      "Note: F4 - Start Time: 1/3 - Duration: 1.25\n",
      "Note: G#3 - Start Time: 2.25 - Duration: 1.75\n",
      "Note: G#3 - Start Time: 0.5 - Duration: 0.5\n",
      "Chord: G#4 F4 - Start Time: 1.5 - Duration: 0.75\n",
      "Note: G#2 - Start Time: 2.25 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#4 F4 - Start Time: 8/3 - Duration: 4/3\n",
      "Note: C4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: G#4 F4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 7/3\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 1.25\n",
      "Chord: C4 F#4 G#3 - Start Time: 1.25 - Duration: 0.75\n",
      "Note: C#3 - Start Time: 2.0 - Duration: 2.0\n",
      "Note: F#3 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 2/3 - Duration: 1.25\n",
      "Chord: F4 G#3 C#4 - Start Time: 2.5 - Duration: 1.0\n",
      "Chord: F4 G#3 C#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: G#1 - Start Time: 0.0 - Duration: 7/12\n",
      "Chord: F4 G#3 - Start Time: 1.0 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 1.0 - Duration: 7/3\n",
      "Note: C#2 - Start Time: 5/3 - Duration: 7/3\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 3.0\n",
      "Chord: F4 G#3 C#4 - Start Time: 0.0 - Duration: 11/12\n",
      "Note: F4 - Start Time: 0.25 - Duration: 0.75\n",
      "Chord: F4 C#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: B-2 B-1 - Start Time: 4/3 - Duration: 0.5\n",
      "Note: F3 - Start Time: 2.0 - Duration: 2/3\n",
      "Note: B-3 - Start Time: 8/3 - Duration: 0.5\n",
      "Chord: F#4 C#4 - Start Time: 3.25 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F4 - Start Time: 4/3 - Duration: 1.75\n",
      "Note: F4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#2 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: F3 - Start Time: 0.25 - Duration: 0.75\n",
      "Chord: B-3 C#4 B-2 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: F4 - Start Time: 1.5 - Duration: 0.5\n",
      "Chord: A3 E-4 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: F4 - Start Time: 2.5 - Duration: 0.5\n",
      "Chord: C#3 B-3 C#4 - Start Time: 3.25 - Duration: 0.5\n",
      "Note: C#5 - Start Time: 1.0 - Duration: 1.0\n",
      "Note: C5 - Start Time: 2.0 - Duration: 1.0\n",
      "Note: B-4 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: F4 - Start Time: 11/3 - Duration: 1/3\n",
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      "Note: F4 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 0.25 - Duration: 5/3\n",
      "Chord: E-4 A4 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: F3 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 10/3 - Duration: 1/3\n",
      "Chord: F1 F2 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: F3 F2 - Start Time: 0.25 - Duration: 0.5\n",
      "Note: F3 - Start Time: 0.75 - Duration: 2/3\n",
      "Chord: A3 A4 - Start Time: 7/3 - Duration: 0.5\n",
      "Note: C5 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: F4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: A3 - Start Time: 4/3 - Duration: 2/3\n",
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      "Note: F4 - Start Time: 0.0 - Duration: 1/6\n",
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      "Note: A3 - Start Time: 2/3 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 1.25 - Duration: 2/3\n",
      "Note: F4 - Start Time: 2.0 - Duration: 0.75\n",
      "Chord: F4 C#4 - Start Time: 2.75 - Duration: 0.25\n",
      "Chord: B-1 B-2 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: F3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F3 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: F3 - Start Time: 2.5 - Duration: 0.5\n",
      "Chord: F2 F3 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: A3 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: F4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: F1 F2 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: F4 - Start Time: 0.0 - Duration: 23/12\n",
      "Note: B-3 - Start Time: 0.25 - Duration: 0.5\n",
      "Chord: F#4 C#4 - Start Time: 0.75 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 1.25 - Duration: 2/3\n",
      "Chord: C#4 B-2 B-3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: F4 - Start Time: 3.0 - Duration: 2/3\n",
      "Chord: A3 C5 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: F4 - Start Time: 4/3 - Duration: 1.25\n",
      "Note: E-4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: F3 - Start Time: 1.75 - Duration: 0.75\n",
      "Note: C#5 - Start Time: 2.5 - Duration: 1.0\n",
      "Note: F3 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.0 - Duration: 2/3\n",
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      "Note: F4 - Start Time: 1.25 - Duration: 0.5\n",
      "Note: B-4 - Start Time: 1.75 - Duration: 5/3\n",
      "Chord: E-4 A4 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: C#3 C#4 B-3 - Start Time: 2/3 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: F3 - Start Time: 7/3 - Duration: 2/3\n",
      "Note: A3 - Start Time: 3.0 - Duration: 2/3\n",
      "Note: B-4 - Start Time: 2/3 - Duration: 1.25\n",
      "Chord: F2 F3 - Start Time: 1.75 - Duration: 1/3\n",
      "Chord: A3 C5 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 1/6\n",
      "Chord: A3 A4 - Start Time: 0.0 - Duration: 2/3\n",
      "Chord: F3 C5 - Start Time: 2/3 - Duration: 0.5\n",
      "Chord: F2 F3 - Start Time: 1.25 - Duration: 0.5\n",
      "Note: A3 - Start Time: 2.25 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 2.75 - Duration: 2/3\n",
      "Note: A3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: F4 - Start Time: 1.25 - Duration: 2.25\n",
      "Note: F4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F3 - Start Time: 5/3 - Duration: 2/3\n",
      "Note: A3 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: F3 - Start Time: 0.0 - Duration: 2/3\n",
      "Chord: B-1 B-2 - Start Time: 2/3 - Duration: 0.5\n",
      "Note: F3 - Start Time: 1.25 - Duration: 2/3\n",
      "Chord: F#4 C#4 - Start Time: 7/3 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: F3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: F4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: F4 - Start Time: 2/3 - Duration: 5/3\n",
      "Note: F4 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: C#2 C#3 - Start Time: 0.0 - Duration: 5/3\n",
      "Chord: C5 A4 - Start Time: 1.75 - Duration: 0.5\n",
      "Chord: B-1 C#5 C#4 - Start Time: 2.25 - Duration: 1.25\n",
      "Chord: E-2 E-3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F5 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: C#5 B-4 - Start Time: 2/3 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 1.25 - Duration: 1.0\n",
      "Note: B-2 - Start Time: 2.25 - Duration: 0.25\n",
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      "Note: E-5 - Start Time: 1.25 - Duration: 0.5\n",
      "Chord: F4 B-4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: C5 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F3 - Start Time: 0.0 - Duration: 1/6\n",
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      "Note: C#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: F#3 - Start Time: 5/3 - Duration: 2/3\n",
      "Chord: C2 E-5 C3 E-4 - Start Time: 2.75 - Duration: 1.25\n",
      "Note: F#3 - Start Time: 0.5 - Duration: 2/3\n",
      "Note: C5 - Start Time: 5/3 - Duration: 1.25\n",
      "Chord: C5 F#4 - Start Time: 10/3 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 1.0 - Duration: 1.75\n",
      "Note: C#5 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 2.25 - Duration: 0.5\n",
      "Note: E-2 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: F#4 - Start Time: 0.0 - Duration: 35/12\n",
      "Note: C5 - Start Time: 0.0 - Duration: 7/6\n",
      "Chord: C#5 C#2 C#3 C#4 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: C4 C5 E-3 E-2 - Start Time: 1.0 - Duration: 1.25\n",
      "Note: F2 - Start Time: 2.25 - Duration: 1/3\n",
      "Note: F3 - Start Time: 8/3 - Duration: 0.75\n",
      "Chord: B-4 F4 - Start Time: 0.5 - Duration: 0.5\n",
      "Chord: E-4 F#4 B-3 - Start Time: 5/3 - Duration: 0.25\n",
      "Chord: C#4 F4 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 7/3 - Duration: 5/3\n",
      "Note: F3 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 10/3 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: F3 - Start Time: 1.0 - Duration: 2/3\n",
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      "Note: C4 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: E4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 0.5 - Duration: 0.5\n",
      "Chord: B-3 E4 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: F#2 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: E4 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 11/3 - Duration: 1/3\n",
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      "Note: C5 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 0.0 - Duration: 7/12\n",
      "Chord: B-3 A4 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: F#3 B-4 - Start Time: 0.5 - Duration: 0.5\n",
      "Note: F2 - Start Time: 1.25 - Duration: 0.5\n",
      "Note: F4 - Start Time: 2.25 - Duration: 1.0\n",
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      "Note: C5 - Start Time: 1.25 - Duration: 2.75\n",
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      "Note: C4 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: A3 - Start Time: 3.5 - Duration: 0.5\n",
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      "Chord: E-4 C4 - Start Time: 1.75 - Duration: 1.25\n",
      "Chord: C4 A3 F4 - Start Time: 3.0 - Duration: 0.5\n",
      "Note: F3 - Start Time: 3.5 - Duration: 0.5\n",
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      "Note: B-3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: F3 - Start Time: 3.0 - Duration: 2/3\n",
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      "Note: B-1 - Start Time: 0.25 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 4/3 - Duration: 0.5\n",
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      "Chord: E-4 A3 - Start Time: 0.75 - Duration: 0.5\n",
      "Note: F4 - Start Time: 4/3 - Duration: 0.5\n",
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      "Note: F3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: B-3 C#4 C#3 - Start Time: 1.75 - Duration: 0.5\n",
      "Chord: E-4 F3 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 1.75 - Duration: 0.25\n",
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      "Chord: F3 C5 - Start Time: 1.75 - Duration: 0.5\n",
      "Chord: C#4 F3 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: F3 - Start Time: 2.75 - Duration: 0.75\n",
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      "Chord: F1 F2 - Start Time: 7/3 - Duration: 0.5\n",
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      "Note: B-3 - Start Time: 3.0 - Duration: 0.5\n",
      "Chord: F#4 C#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F3 - Start Time: 1.25 - Duration: 2/3\n",
      "Chord: B-1 B-2 - Start Time: 1.75 - Duration: 0.5\n",
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      "Chord: C#4 B-3 B-2 - Start Time: 1.25 - Duration: 0.5\n",
      "Note: F4 - Start Time: 1.75 - Duration: 2/3\n",
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      "Chord: E-4 A3 - Start Time: 7/3 - Duration: 0.5\n",
      "Chord: E-4 C#5 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: C#4 C#3 B-3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: F3 - Start Time: 0.5 - Duration: 0.75\n",
      "Note: C5 - Start Time: 7/3 - Duration: 1.0\n",
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      "Chord: C#4 E-3 - Start Time: 0.5 - Duration: 0.25\n",
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      "Chord: E-3 B-4 - Start Time: 10/3 - Duration: 0.5\n",
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      "Note: C#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: E-2 - Start Time: 2/3 - Duration: 0.5\n",
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      "Note: B-4 - Start Time: 0.0 - Duration: 0.75\n",
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      "Note: E-4 - Start Time: 0.0 - Duration: 7/3\n",
      "Note: E-3 - Start Time: 2.75 - Duration: 2/3\n",
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      "Note: G3 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 10/3 - Duration: 0.5\n",
      "Chord: G4 E-5 C#5 - Start Time: 2.25 - Duration: 1.25\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 2/3\n",
      "Chord: F5 C4 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: E-4 - Start Time: 1.5 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 2.25 - Duration: 2/3\n",
      "Note: E-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.5 - Duration: 0.5\n",
      "Note: E-5 - Start Time: 5/3 - Duration: 1.0\n",
      "Note: E-5 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: C5 G#5 - Start Time: 2.75 - Duration: 1.25\n",
      "Chord: E-5 C5 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: G5 - Start Time: 1.0 - Duration: 1.25\n",
      "Note: F3 - Start Time: 8/3 - Duration: 2/3\n",
      "Chord: C#4 G5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 3.25 - Duration: 0.5\n",
      "Chord: C#5 F5 - Start Time: 2.0 - Duration: 5/3\n",
      "Chord: C5 G#5 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: F5 - Start Time: 1/3 - Duration: 1.0\n",
      "Note: F5 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: F4 - Start Time: 1/3 - Duration: 2/3\n",
      "Note: B-4 - Start Time: 1.0 - Duration: 2/3\n",
      "Chord: B-5 G5 - Start Time: 1.5 - Duration: 2.25\n",
      "Chord: C#4 G5 - Start Time: 0.0 - Duration: 5/12\n",
      "Chord: B-4 C#5 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: G5 - Start Time: 0.75 - Duration: 5/3\n",
      "Chord: C#4 F5 - Start Time: 2.5 - Duration: 2/3\n",
      "Note: E-5 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: E-2 E-3 - Start Time: 0.75 - Duration: 1/3\n",
      "Note: E-3 - Start Time: 4/3 - Duration: 2/3\n",
      "Note: G3 - Start Time: 2.0 - Duration: 2/3\n",
      "Note: G3 - Start Time: 3.0 - Duration: 0.75\n",
      "Chord: E-3 E-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 11/12\n",
      "Note: G4 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: E-3 E-2 - Start Time: 0.25 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 0.75 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 2.0 - Duration: 1.0\n",
      "Note: E-3 - Start Time: 3.25 - Duration: 2/3\n",
      "Note: C#5 - Start Time: 0.25 - Duration: 5/3\n",
      "Note: C5 - Start Time: 2.0 - Duration: 0.5\n",
      "Chord: G#4 B4 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: F5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G3 - Start Time: 4/3 - Duration: 2/3\n",
      "Chord: G3 B-4 - Start Time: 7/3 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: B3 - Start Time: 0.25 - Duration: 2/3\n",
      "Note: F4 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: B3 - Start Time: 2.5 - Duration: 0.75\n",
      "Note: E-5 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: D4 - Start Time: 0.75 - Duration: 0.75\n",
      "Note: D4 - Start Time: 1.75 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 3.25 - Duration: 0.5\n",
      "Note: C4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F5 - Start Time: 0.0 - Duration: 37/12\n",
      "Note: G#2 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 1/3 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 1.0 - Duration: 0.5\n",
      "Chord: G4 C#5 - Start Time: 1.5 - Duration: 1.25\n",
      "Note: E-3 - Start Time: 3.25 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 2.0 - Duration: 2/3\n",
      "Chord: C5 E-5 - Start Time: 8/3 - Duration: 4/3\n",
      "Note: G#2 - Start Time: 8/3 - Duration: 2/3\n",
      "Note: E-5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C4 - Start Time: 0.0 - Duration: 5/12\n",
      "Chord: F5 C4 - Start Time: 1/3 - Duration: 0.5\n",
      "Note: E-5 - Start Time: 1.0 - Duration: 1.0\n",
      "Note: E-5 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 0.75 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 1.5 - Duration: 2/3\n",
      "Chord: G#5 C5 - Start Time: 2.0 - Duration: 2.0\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 5/12\n",
      "Chord: C5 E-5 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: G5 - Start Time: 0.25 - Duration: 1.25\n",
      "Note: F3 - Start Time: 2.0 - Duration: 2/3\n",
      "Chord: C#4 G5 - Start Time: 3.0 - Duration: 2/3\n",
      "Note: F5 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C#3 - Start Time: 4/3 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: F4 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: F5 C#5 - Start Time: 4/3 - Duration: 1.75\n",
      "Chord: G#5 C5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 0.25 - Duration: 0.5\n",
      "Note: B-5 - Start Time: 0.75 - Duration: 2.25\n",
      "Note: G#5 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: F5 C#4 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: F5 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: B-4 C#5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G5 - Start Time: 0.75 - Duration: 1.0\n",
      "Note: F5 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: F4 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G5 - Start Time: 0.25 - Duration: 5/3\n",
      "Chord: G3 E-5 - Start Time: 2.25 - Duration: 0.75\n",
      "Chord: E-3 E-4 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: G4 - Start Time: 10/3 - Duration: 0.25\n",
      "Chord: E-3 E-2 - Start Time: 0.25 - Duration: 0.5\n",
      "Note: G3 - Start Time: 1.25 - Duration: 2/3\n",
      "Chord: E-3 E-2 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: E-3 - Start Time: 2/3 - Duration: 2/3\n",
      "Chord: F5 C#4 - Start Time: 1.75 - Duration: 0.5\n",
      "Note: C#5 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: E-3 - Start Time: 0.0 - Duration: 2/3\n",
      "Chord: G3 G4 - Start Time: 2/3 - Duration: 2/3\n",
      "Note: G3 - Start Time: 5/3 - Duration: 0.75\n",
      "Note: E-3 - Start Time: 2.5 - Duration: 0.5\n",
      "Chord: G#4 G#3 C4 - Start Time: 3.0 - Duration: 0.5\n",
      "Chord: E-4 C5 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 1.25 - Duration: 5/3\n",
      "Note: C5 - Start Time: 1.25 - Duration: 2/3\n",
      "Note: B-4 - Start Time: 1.75 - Duration: 1.25\n",
      "Note: C#5 - Start Time: 0.0 - Duration: 7/6\n",
      "Chord: G#4 E-5 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: C5 - Start Time: 2/3 - Duration: 0.25\n",
      "Chord: E-5 C6 - Start Time: 4/3 - Duration: 0.5\n",
      "Chord: C6 G#6 - Start Time: 2.5 - Duration: 1.0\n",
      "Note: G#5 - Start Time: 0.75 - Duration: 2/3\n",
      "Chord: G#5 E-6 - Start Time: 1.75 - Duration: 0.5\n",
      "Chord: E-4 C5 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: G#4 - Start Time: 7/3 - Duration: 5/3\n",
      "Note: B-4 - Start Time: 0.0 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: G#4 - Start Time: 2/3 - Duration: 10/3\n",
      "Chord: G#2 F#3 - Start Time: 2.0 - Duration: 2.0\n",
      "Chord: E-3 C4 - Start Time: 2.0 - Duration: 2.0\n",
      "Chord: G#4 F#3 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 4/3 - Duration: 2.0\n",
      "Note: G#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 3.25 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: G#2 F#3 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: E-3 C4 - Start Time: 0.0 - Duration: 1.5\n",
      "Note: G#3 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: F3 G#2 C#4 - Start Time: 1.0 - Duration: 3.0\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 53/12\n",
      "Note: G#4 - Start Time: 0.5 - Duration: 5/3\n",
      "Note: B-4 - Start Time: 7/3 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 2.75 - Duration: 1.25\n",
      "Chord: F3 G#2 C#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: B2 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 2.25 - Duration: 0.5\n",
      "Note: G#2 - Start Time: 11/3 - Duration: 1/3\n",
      "Chord: F3 G#3 G#2 - Start Time: 0.0 - Duration: 2.0\n",
      "Note: G#2 - Start Time: 8/3 - Duration: 1.0\n",
      "Note: D4 - Start Time: 0.0 - Duration: 2.5\n",
      "Chord: C3 E-4 F#3 - Start Time: 8/3 - Duration: 4/3\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 49/12\n",
      "Chord: G#4 C4 - Start Time: 0.0 - Duration: 4.0\n",
      "Note: G#2 - Start Time: 0.0 - Duration: 4.0\n",
      "Chord: C3 E-4 F#3 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: G#1 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: G#4 C4 - Start Time: 0.0 - Duration: 3.0\n",
      "Note: G#2 - Start Time: 0.0 - Duration: 19/6\n",
      "Note: F4 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: F3 - Start Time: 1.0 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.25 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.5 - Duration: 1.75\n",
      "Note: G4 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 2.75 - Duration: 2/3\n",
      "Note: F3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: C#3 C#2 - Start Time: 0.5 - Duration: 0.5\n",
      "Chord: C#4 G#4 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: G4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 0.25 - Duration: 0.5\n",
      "Chord: F4 G#3 - Start Time: 4/3 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 2.0 - Duration: 0.75\n",
      "Chord: F3 C5 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 3.25 - Duration: 1/3\n",
      "Chord: F4 B-4 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.25 - Duration: 1.0\n",
      "Chord: E-6 C#6 - Start Time: 1.5 - Duration: 0.25\n",
      "Chord: C6 B-5 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: G#3 G#5 F#5 - Start Time: 7/3 - Duration: 0.25\n",
      "Chord: F5 E-5 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F3 - Start Time: 2/3 - Duration: 2/3\n",
      "Chord: G#4 G#5 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: F3 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: F3 - Start Time: 0.25 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 1.75 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: F3 - Start Time: 8/3 - Duration: 2/3\n",
      "Note: C#3 - Start Time: 10/3 - Duration: 0.5\n",
      "Chord: G4 C#4 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 2.0 - Duration: 0.75\n",
      "Note: B-4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: F4 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: G4 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: F3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1.5\n",
      "Chord: F6 E-6 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: C#6 - Start Time: 1.0 - Duration: 2/3\n",
      "Chord: F5 E-5 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: F3 - Start Time: 2.25 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 0.5 - Duration: 2/3\n",
      "Chord: C#4 C6 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 1.5 - Duration: 0.75\n",
      "Chord: C#5 C5 - Start Time: 7/3 - Duration: 0.25\n",
      "Chord: C#5 C#5 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: G#5 F#5 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.0 - Duration: 3.0\n",
      "Note: F3 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: C4 - Start Time: 0.25 - Duration: 0.5\n",
      "Note: D5 - Start Time: 0.75 - Duration: 0.25\n",
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      "Note: F5 - Start Time: 5/3 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 2.0 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 0.75\n",
      "Chord: F#6 F6 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 0.75 - Duration: 2.0\n",
      "Note: C4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C4 - Start Time: 1.25 - Duration: 0.75\n",
      "Note: E-5 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 2.25 - Duration: 1/3\n",
      "Note: F#5 - Start Time: 4/3 - Duration: 1/3\n",
      "Note: C5 - Start Time: 2.5 - Duration: 1.25\n",
      "Note: G#3 - Start Time: 2.5 - Duration: 0.5\n",
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      "Note: E-6 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: C6 B-5 - Start Time: 2/3 - Duration: 0.25\n",
      "Chord: F#5 F5 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 1.5 - Duration: 1/3\n",
      "Chord: C#2 C#3 - Start Time: 2.25 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: F#4 - Start Time: 0.25 - Duration: 4/3\n",
      "Chord: C#5 F4 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 2.25 - Duration: 1.75\n",
      "Chord: C#6 G#5 - Start Time: 1/3 - Duration: 0.25\n",
      "Chord: G#3 G#5 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 1.5 - Duration: 2/3\n",
      "Note: F3 - Start Time: 8/3 - Duration: 2/3\n",
      "Note: C4 - Start Time: 0.0 - Duration: 1.5\n",
      "Note: C5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 1/3 - Duration: 0.75\n",
      "Note: C#5 - Start Time: 4/3 - Duration: 0.5\n",
      "Note: F3 - Start Time: 2.25 - Duration: 0.75\n",
      "Chord: F6 E-6 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: C#6 - Start Time: 10/3 - Duration: 0.25\n",
      "Chord: C#4 C#5 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C5 - Start Time: 0.5 - Duration: 1/3\n",
      "Note: F3 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: C#3 - Start Time: 1.75 - Duration: 0.5\n",
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      "Note: C#5 - Start Time: 0.75 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 1.75 - Duration: 2.25\n",
      "Note: F5 - Start Time: 1.0 - Duration: 1/3\n",
      "Chord: C#4 C6 B-5 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: C5 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: F#3 - Start Time: 4/3 - Duration: 2/3\n",
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      "Note: C4 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: F#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: G#5 F#5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: F5 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: E-5 C#5 - Start Time: 0.5 - Duration: 0.25\n",
      "Chord: C#5 F#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 1.5 - Duration: 5/3\n",
      "Note: B-4 - Start Time: 10/3 - Duration: 1/3\n",
      "Note: C5 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: F3 - Start Time: 2/3 - Duration: 2/3\n",
      "Note: A4 - Start Time: 3.0 - Duration: 1/3\n",
      "Chord: C#4 B-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 1/3 - Duration: 2/3\n",
      "Chord: F#3 F#2 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 1.5 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 2.25 - Duration: 1.0\n",
      "Chord: C#4 F#5 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: C#4 F5 E-5 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: A4 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: B-4 - Start Time: 2/3 - Duration: 1/3\n",
      "Note: B-6 - Start Time: 1.5 - Duration: 1/3\n",
      "Chord: E-6 C#6 - Start Time: 7/3 - Duration: 1/3\n",
      "Chord: F#4 C6 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: G#6 F#3 F#6 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 0.0 - Duration: 0.75\n",
      "Chord: C#4 B-4 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: C#5 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: B-4 F4 - Start Time: 1/3 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 2/3 - Duration: 5/3\n",
      "Note: F4 - Start Time: 7/3 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 3.25 - Duration: 1/3\n",
      "Chord: B-3 C5 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C#3 - Start Time: 0.5 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 1.25 - Duration: 2/3\n",
      "Note: G4 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 2.75 - Duration: 2/3\n",
      "Note: B-4 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 1.75 - Duration: 2/3\n",
      "Chord: G#4 C#4 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: G4 - Start Time: 2.75 - Duration: 0.25\n",
      "Chord: G#3 G#4 - Start Time: 3.5 - Duration: 1/3\n",
      "Chord: C#3 C#2 - Start Time: 0.25 - Duration: 0.5\n",
      "Chord: C#4 E-6 - Start Time: 0.75 - Duration: 0.25\n",
      "Note: C#6 - Start Time: 1.25 - Duration: 0.25\n",
      "Chord: G#4 F4 G#5 F#5 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: F5 E-5 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 7/3 - Duration: 0.75\n",
      "Chord: G#3 F#4 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: F4 F#4 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: F#3 F#2 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.25 - Duration: 1.25\n",
      "Chord: C#5 C5 - Start Time: 2.5 - Duration: 0.25\n",
      "Chord: B-4 G#4 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: G#3 F6 - Start Time: 0.5 - Duration: 0.25\n",
      "Chord: C#4 C6 B-5 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 1/3 - Duration: 0.5\n",
      "Note: C4 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: F#4 - Start Time: 1.5 - Duration: 2/3\n",
      "Chord: C#4 B-4 - Start Time: 2.25 - Duration: 0.25\n",
      "Chord: B-3 B-4 - Start Time: 2.75 - Duration: 1/3\n",
      "Chord: C#4 F#3 F#2 - Start Time: 10/3 - Duration: 0.5\n",
      "Note: A4 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: B-4 - Start Time: 1.75 - Duration: 1/3\n",
      "Note: A4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: B-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C5 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: F#3 F#2 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: B-4 - Start Time: 0.0 - Duration: 1.5\n",
      "Chord: B-6 G#6 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: F#6 F6 C#6 - Start Time: 1/3 - Duration: 0.25\n",
      "Chord: E-6 C#6 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 1.0 - Duration: 4/3\n",
      "Chord: B-3 C5 - Start Time: 7/3 - Duration: 0.25\n",
      "Chord: B-4 F4 C#2 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 3.0 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 0.5 - Duration: 1.0\n",
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      "Chord: B-3 C#5 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: C6 B-5 - Start Time: 1.25 - Duration: 0.25\n",
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      "Note: C#5 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: F4 - Start Time: 2/3 - Duration: 2/3\n",
      "Chord: G#3 G#4 - Start Time: 2.0 - Duration: 0.5\n",
      "Chord: C#2 C#3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 1/3\n",
      "Chord: C#4 F6 E-6 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G4 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 1.25 - Duration: 2/3\n",
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      "Chord: C5 E-5 - Start Time: 2.25 - Duration: 1.75\n",
      "Note: C#6 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C6 - Start Time: 1/3 - Duration: 1/3\n",
      "Chord: B-5 G#5 - Start Time: 2/3 - Duration: 0.25\n",
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      "Chord: E-5 C#5 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: C5 - Start Time: 5/3 - Duration: 0.25\n",
      "Chord: G#2 G#1 - Start Time: 2.25 - Duration: 0.5\n",
      "Note: C4 - Start Time: 10/3 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 0.75 - Duration: 0.75\n",
      "Chord: G#3 C#4 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 8/3 - Duration: 0.75\n",
      "Chord: C#5 F#4 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: F#4 D5 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: E-5 C4 - Start Time: 0.25 - Duration: 1/3\n",
      "Note: E-5 - Start Time: 0.75 - Duration: 0.25\n",
      "Chord: D5 G#3 - Start Time: 1.25 - Duration: 0.5\n",
      "Chord: G#1 F#5 - Start Time: 1.75 - Duration: 0.75\n",
      "Chord: F6 E-6 - Start Time: 2.5 - Duration: 0.25\n",
      "Chord: C#6 C4 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: C6 B-5 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: G#5 F#5 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: F5 E-5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F5 - Start Time: 0.5 - Duration: 0.25\n",
      "Chord: E-5 F#4 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: G#3 G#3 F#6 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: C4 - Start Time: 0.0 - Duration: 0.75\n",
      "Chord: G#3 B-4 G#4 - Start Time: 0.75 - Duration: 0.25\n",
      "Chord: F#4 G#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: F4 - Start Time: 4/3 - Duration: 5/3\n",
      "Chord: F4 C5 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: C#4 C#5 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: C5 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: E-5 - Start Time: 3.75 - Duration: 0.25\n",
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      "Note: C#4 - Start Time: 8/3 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C5 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: F#4 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C#5 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: C5 C#5 - Start Time: 1/3 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 0.75 - Duration: 0.25\n",
      "Chord: F5 F4 C#2 - Start Time: 1.0 - Duration: 0.5\n",
      "Chord: F#6 F6 - Start Time: 1.5 - Duration: 0.25\n",
      "Chord: E-6 C#6 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: B-5 G#5 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: F5 E-5 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 1/3 - Duration: 2/3\n",
      "Note: C#3 - Start Time: 1.0 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 4/3 - Duration: 0.75\n",
      "Chord: F4 G#5 F#5 - Start Time: 2.75 - Duration: 0.25\n",
      "Chord: C#5 G2 C5 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: C#4 C6 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 5/12\n",
      "Chord: G#3 G#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: F#4 F4 - Start Time: 1/3 - Duration: 0.25\n",
      "Note: F3 - Start Time: 1.0 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 1.75 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: F4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: B-4 G#4 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: C#2 C#3 - Start Time: 0.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: C#5 - Start Time: 0.5 - Duration: 2.0\n",
      "Note: G#3 - Start Time: 2.75 - Duration: 0.75\n",
      "Note: F3 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C4 - Start Time: 1/3 - Duration: 1.25\n",
      "Chord: E-3 F#4 - Start Time: 2.25 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: G#1 G#2 - Start Time: 1/3 - Duration: 2/3\n",
      "Note: G#2 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: C3 - Start Time: 1.5 - Duration: 0.5\n",
      "Note: F#3 - Start Time: 2.75 - Duration: 0.75\n",
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      "Note: E-4 - Start Time: 2.75 - Duration: 1.25\n",
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      "Note: C4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: F3 - Start Time: 0.0 - Duration: 1/3\n",
      "Chord: E-4 F5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.5 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 4/3 - Duration: 0.5\n",
      "Chord: F4 G#5 G#4 - Start Time: 2.0 - Duration: 1/3\n",
      "Chord: C#4 C#5 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: F4 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: G#5 C#2 C#3 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: C#5 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: C#6 - Start Time: 5/3 - Duration: 1/3\n",
      "Chord: F5 C#5 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 10/3 - Duration: 1/3\n",
      "Chord: F#4 G#2 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: F6 - Start Time: 0.0 - Duration: 1.75\n",
      "Note: G#1 - Start Time: 3.75 - Duration: 0.25\n",
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      "Note: G#2 - Start Time: 0.5 - Duration: 1.25\n",
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      "Chord: F3 C#3 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: C3 - Start Time: 1.0 - Duration: 2/3\n",
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      "Note: C#4 - Start Time: 3.5 - Duration: 0.25\n",
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      "Chord: F4 G#3 - Start Time: 2.75 - Duration: 1/3\n",
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      "Chord: G#3 F3 F4 - Start Time: 0.5 - Duration: 1/3\n",
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      "Chord: C#5 F4 - Start Time: 1.25 - Duration: 1/3\n",
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      "Note: G#6 - Start Time: 2.75 - Duration: 1/3\n",
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      "Chord: G#3 C#4 F4 C#7 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: F5 - Start Time: 1.5 - Duration: 1/3\n",
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      "Chord: F3 C#3 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: F4 - Start Time: 0.0 - Duration: 1/3\n",
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      "Note: G#4 - Start Time: 1.75 - Duration: 1.0\n",
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      "Chord: C4 E-4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: E-4 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: G#1 G#2 - Start Time: 3.25 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: G#3 C#4 F4 C#7 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C4 - Start Time: 1/3 - Duration: 0.5\n",
      "Note: F#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: C4 - Start Time: 1.5 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 2.25 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: F#4 B-4 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 5/3 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: G#1 G#2 - Start Time: 2.75 - Duration: 2/3\n",
      "Note: F#5 - Start Time: 2.75 - Duration: 1.25\n",
      "Chord: C4 E-4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: C4 - Start Time: 0.0 - Duration: 1/3\n",
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      "Chord: G#4 C4 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: C#4 B-4 G#4 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: G4 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: G#4 G#4 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: F4 C#2 C#3 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 11/3 - Duration: 1/3\n",
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      "Note: C#4 - Start Time: 0.75 - Duration: 0.75\n",
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      "Note: G#3 - Start Time: 8/3 - Duration: 2/3\n",
      "Chord: C#4 F5 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: F4 - Start Time: 3.75 - Duration: 0.25\n",
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      "Chord: F4 G#4 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: F5 - Start Time: 2.0 - Duration: 1.5\n",
      "Chord: C#2 C#3 - Start Time: 2.0 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 1/3\n",
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      "Note: C#5 - Start Time: 1.5 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 2.0 - Duration: 2/3\n",
      "Note: F5 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: F#4 G#5 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: E-5 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: C#4 C#5 - Start Time: 0.75 - Duration: 1/3\n",
      "Chord: G#1 F#5 G#2 - Start Time: 5/3 - Duration: 0.5\n",
      "Chord: G#5 F#5 - Start Time: 2.25 - Duration: 1/3\n",
      "Chord: C4 F#5 - Start Time: 2.75 - Duration: 2/3\n",
      "Chord: C4 B-5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 0.25 - Duration: 0.25\n",
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      "Chord: C#4 C5 - Start Time: 1/3 - Duration: 0.25\n",
      "Chord: G#3 C#5 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: F#5 G#3 - Start Time: 0.5 - Duration: 2/3\n",
      "Chord: G#1 E-5 G#2 - Start Time: 1.25 - Duration: 0.5\n",
      "Chord: G#3 F5 E-5 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: G#3 D5 - Start Time: 2.25 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 2.75 - Duration: 1/3\n",
      "Note: C4 - Start Time: 10/3 - Duration: 0.25\n",
      "Note: F#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: E-5 C4 - Start Time: 7/3 - Duration: 2/3\n",
      "Note: F5 - Start Time: 3.0 - Duration: 2/3\n",
      "Chord: C4 F#5 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: C4 B-5 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: C5 G#3 - Start Time: 0.0 - Duration: 2/3\n",
      "Chord: F4 G#4 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 4/3 - Duration: 2/3\n",
      "Chord: C#4 C#5 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: C5 F4 - Start Time: 2.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 3.0 - Duration: 2/3\n",
      "Note: F5 - Start Time: 11/3 - Duration: 0.25\n",
      "Note: C4 - Start Time: 1/3 - Duration: 0.25\n",
      "Chord: C#2 C#3 - Start Time: 0.75 - Duration: 0.5\n",
      "Chord: C#5 C5 - Start Time: 2.75 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 10/3 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: E-5 - Start Time: 0.75 - Duration: 5/3\n",
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      "Chord: G#4 F4 - Start Time: 2.0 - Duration: 0.5\n",
      "Chord: C#4 C#5 - Start Time: 2.5 - Duration: 1.25\n",
      "Chord: F4 B4 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: C#2 C#3 - Start Time: 0.25 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.25 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 0.25 - Duration: 1.75\n",
      "Note: C#5 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: C#3 C#2 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 1/3 - Duration: 2/3\n",
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      "Chord: F4 E-5 - Start Time: 5/3 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 3.0 - Duration: 2/3\n",
      "Chord: C#4 C#5 - Start Time: 2.25 - Duration: 1.25\n",
      "Note: G#5 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: B4 - Start Time: 10/3 - Duration: 0.25\n",
      "Chord: C#2 C#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#5 - Start Time: 0.0 - Duration: 1.5\n",
      "Chord: C#3 C#2 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: G#3 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 0.75 - Duration: 0.5\n",
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      "Note: C#4 - Start Time: 1.75 - Duration: 0.75\n",
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      "Note: B-3 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 1.75 - Duration: 1.0\n",
      "Note: F#4 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: C#5 B-4 - Start Time: 3.0 - Duration: 1.0\n",
      "Chord: C#2 C#3 - Start Time: 3.0 - Duration: 0.75\n",
      "Note: G#5 - Start Time: 0.0 - Duration: 11/6\n",
      "Chord: C#2 C#3 - Start Time: 0.0 - Duration: 1/6\n",
      "Note: C#4 - Start Time: 0.25 - Duration: 1.0\n",
      "Note: C#4 - Start Time: 4/3 - Duration: 0.75\n",
      "Note: B-3 - Start Time: 2.25 - Duration: 0.5\n",
      "Note: A3 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: F#4 E-5 - Start Time: 0.75 - Duration: 1/3\n",
      "Note: C#5 - Start Time: 4/3 - Duration: 0.25\n",
      "Chord: C#5 A4 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: C#5 - Start Time: 1.5 - Duration: 1.0\n",
      "Chord: C#2 C#3 - Start Time: 8/3 - Duration: 0.5\n",
      "Note: F#5 - Start Time: 8/3 - Duration: 4/3\n",
      "Note: B-3 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: C#5 B-4 - Start Time: 0.0 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: F#4 - Start Time: 0.5 - Duration: 2/3\n",
      "Note: G#3 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: F#5 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: A5 - Start Time: 3.0 - Duration: 1/3\n",
      "Chord: A3 F#4 E-4 C4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 1.0 - Duration: 0.75\n",
      "Chord: C#3 C#2 - Start Time: 7/3 - Duration: 1.25\n",
      "Note: F#6 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F5 - Start Time: 1.0 - Duration: 1.25\n",
      "Note: E-5 - Start Time: 7/3 - Duration: 0.25\n",
      "Note: C6 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: E-6 - Start Time: 3.5 - Duration: 1/3\n",
      "Note: F#5 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: A6 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C7 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: E-7 - Start Time: 2/3 - Duration: 0.25\n",
      "Note: F#7 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: E-7 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: C7 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: F#6 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: E-6 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: C6 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: A5 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: F#5 - Start Time: 3.25 - Duration: 1/3\n",
      "Note: C5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: A6 - Start Time: 1.75 - Duration: 0.25\n",
      "Chord: F#3 E-3 C#3 - Start Time: 2.75 - Duration: 1.25\n",
      "Note: A1 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: E-5 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: A3 F#4 E-4 C4 - Start Time: 0.0 - Duration: 11/6\n",
      "Note: A4 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: F#4 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: E-4 - Start Time: 2/3 - Duration: 1/3\n",
      "Note: C4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 1.25 - Duration: 0.25\n",
      "Note: F4 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 2.0 - Duration: 1/3\n",
      "Note: F3 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 3.0 - Duration: 1/3\n",
      "Note: G#2 - Start Time: 3.5 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: F3 - Start Time: 3.25 - Duration: 1/3\n",
      "Note: C#3 - Start Time: 3.75 - Duration: 0.25\n",
      "Chord: F#3 E-3 C#3 - Start Time: 0.0 - Duration: 1.0\n",
      "Note: F2 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: G#2 - Start Time: 1/3 - Duration: 0.25\n",
      "Note: C#2 - Start Time: 0.75 - Duration: 4/3\n",
      "Note: G#4 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 10/3 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 2.0 - Duration: 2/3\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 1/12\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: F4 G#4 C#4 G#3 - Start Time: 2/3 - Duration: 2.0\n",
      "Chord: G#4 F4 C#3 G#3 C#4 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: C#3 - Start Time: 2/3 - Duration: 2.25\n",
      "Chord: C#4 B-4 - Start Time: 7/3 - Duration: 0.5\n",
      "Chord: G#4 F4 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: F4 - Start Time: 0.25 - Duration: 3.0\n",
      "Chord: F4 G#4 - Start Time: 3.25 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 0.25 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 1.0 - Duration: 0.25\n",
      "Note: G#5 - Start Time: 1.5 - Duration: 2/3\n",
      "Note: C#4 - Start Time: 2.25 - Duration: 1.5\n",
      "Note: C#4 - Start Time: 0.25 - Duration: 1.75\n",
      "Chord: F5 G#5 C#5 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: F5 F5 C#5 G#4 - Start Time: 8/3 - Duration: 0.25\n",
      "Chord: C#3 G#3 - Start Time: 0.25 - Duration: 3.5\n",
      "Chord: C#6 F5 - Start Time: 1.5 - Duration: 0.25\n",
      "Chord: F4 C#4 G#4 G#3 C#3 - Start Time: 0.0 - Duration: 2.0\n",
      "Chord: G#4 F4 C#3 C#4 G#3 - Start Time: 7/3 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: C#4 - Start Time: 1.75 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.25 - Duration: 1/3\n",
      "Note: B-4 - Start Time: 1.75 - Duration: 2/3\n",
      "Note: F4 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: F4 G#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: C#4 C#3 - Start Time: 3.5 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 0.25 - Duration: 0.25\n",
      "Chord: C#6 G#5 F5 - Start Time: 0.75 - Duration: 1/3\n",
      "Chord: G#5 G#4 C#5 - Start Time: 4/3 - Duration: 1/3\n",
      "Chord: F5 C#5 G#4 - Start Time: 2.0 - Duration: 0.25\n",
      "Chord: F4 G#4 - Start Time: 2.5 - Duration: 1/3\n",
      "Chord: F4 G#4 G#3 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: C#4 C#3 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: G#4 - Start Time: 0.0 - Duration: 1/6\n",
      "Chord: F4 G#3 - Start Time: 0.0 - Duration: 2.5\n",
      "Chord: C#4 C#3 - Start Time: 0.0 - Duration: 2.75\n",
      "Note: F5 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: F4 G#4 C#3 C#4 G#3 - Start Time: 1.5 - Duration: 1.0\n",
      "Note: G#4 - Start Time: 2.5 - Duration: 1/3\n",
      "Note: B-4 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 2.75 - Duration: 0.25\n",
      "Chord: F4 C#4 C#3 G#3 - Start Time: 2.75 - Duration: 1.25\n",
      "Chord: F4 G#4 G#3 - Start Time: 0.0 - Duration: 1.25\n",
      "Chord: C#4 C#3 - Start Time: 0.0 - Duration: 1.5\n",
      "Note: F#4 - Start Time: 2/3 - Duration: 2/3\n",
      "Chord: G#3 F4 - Start Time: 2.0 - Duration: 0.25\n",
      "Note: F4 - Start Time: 2.5 - Duration: 1.0\n",
      "Note: F1 - Start Time: 3.5 - Duration: 0.25\n",
      "Chord: F4 C#4 G#3 C#3 - Start Time: 1.25 - Duration: 1.0\n",
      "Note: C#3 - Start Time: 2.5 - Duration: 2/3\n",
      "Note: F2 - Start Time: 3.5 - Duration: 0.5\n",
      "Chord: C#4 G#3 - Start Time: 2.5 - Duration: 1.5\n",
      "Note: F1 - Start Time: 3.0 - Duration: 0.25\n",
      "Chord: F4 C#4 C#3 G#3 - Start Time: 0.0 - Duration: 5/12\n",
      "Note: F2 - Start Time: 0.0 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 0.25 - Duration: 0.5\n",
      "Chord: F3 G#2 - Start Time: 0.75 - Duration: 0.25\n",
      "Chord: F3 G#2 - Start Time: 4/3 - Duration: 2/3\n",
      "Chord: G#3 F3 - Start Time: 2.0 - Duration: 0.5\n",
      "Chord: F3 C#3 - Start Time: 2.5 - Duration: 0.25\n",
      "Note: C#3 - Start Time: 3.0 - Duration: 1.0\n",
      "Note: C#3 - Start Time: 0.75 - Duration: 2/3\n",
      "Chord: C#4 F3 - Start Time: 2.0 - Duration: 0.5\n",
      "Note: F3 - Start Time: 3.25 - Duration: 1/3\n",
      "Note: F3 - Start Time: 11/3 - Duration: 1/3\n",
      "Note: C#3 - Start Time: 4/3 - Duration: 1.0\n",
      "Chord: C#4 G#3 - Start Time: 0.0 - Duration: 5/6\n",
      "Note: G#3 - Start Time: 1/3 - Duration: 1/3\n",
      "Note: C#4 - Start Time: 1.0 - Duration: 0.5\n",
      "Note: G#4 - Start Time: 1.5 - Duration: 1/3\n",
      "Note: G#3 - Start Time: 7/3 - Duration: 1/3\n",
      "Note: G#4 - Start Time: 8/3 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: G#4 C#4 F5 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 2.75 - Duration: 0.5\n",
      "Note: F4 - Start Time: 10/3 - Duration: 0.5\n",
      "Note: C#3 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: F3 - Start Time: 0.0 - Duration: 1/3\n",
      "Note: C#5 - Start Time: 1/3 - Duration: 0.25\n",
      "Chord: F5 C#6 G#5 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: F5 - Start Time: 5/3 - Duration: 1/3\n",
      "Chord: F5 C#5 - Start Time: 7/3 - Duration: 1/3\n",
      "Chord: G#5 F5 C#6 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#2 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: G#5 C#6 - Start Time: 3.5 - Duration: 0.25\n",
      "Note: F6 - Start Time: 3.75 - Duration: 0.25\n",
      "Note: F5 - Start Time: 0.5 - Duration: 2/3\n",
      "Note: G#4 - Start Time: 5/3 - Duration: 0.25\n",
      "Note: F5 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#4 - Start Time: 1.75 - Duration: 1/3\n",
      "Chord: G#4 C#4 F5 - Start Time: 0.0 - Duration: 1/12\n",
      "Chord: C#6 F6 - Start Time: 1/3 - Duration: 0.25\n",
      "Chord: G#6 C#7 - Start Time: 1.25 - Duration: 2.75\n",
      "Note: G#6 - Start Time: 0.5 - Duration: 0.5\n",
      "Note: F6 - Start Time: 4/3 - Duration: 0.25\n",
      "Note: F6 - Start Time: 0.0 - Duration: 5/12\n",
      "Chord: G#6 C#7 - Start Time: 0.0 - Duration: 3.0\n",
      "Chord: F1 G#1 - Start Time: 3.25 - Duration: 0.25\n",
      "Chord: G#1 F4 G#2 C#4 - Start Time: 0.5 - Duration: 2.0\n",
      "Chord: B-1 B-2 - Start Time: 2.5 - Duration: 0.5\n",
      "Chord: F4 G#1 G#3 C#4 - Start Time: 3.0 - Duration: 0.75\n",
      "Note: G#3 - Start Time: 0.5 - Duration: 2.25\n",
      "Note: G#2 - Start Time: 3.0 - Duration: 0.25\n",
      "Note: G#1 - Start Time: 0.0 - Duration: 0.5\n",
      "Note: B-3 - Start Time: 2.5 - Duration: 0.25\n",
      "Chord: F4 C#4 - Start Time: 3.25 - Duration: 0.75\n",
      "Note: G#2 - Start Time: 0.0 - Duration: 0.25\n",
      "Chord: F4 G#3 F1 F2 - Start Time: 1/3 - Duration: 2.0\n",
      "Chord: F#2 F#1 - Start Time: 2.5 - Duration: 0.75\n",
      "Note: C#4 - Start Time: 3.25 - Duration: 0.25\n",
      "Note: C#4 - Start Time: 1/3 - Duration: 2.75\n",
      "Chord: G#3 F1 F2 - Start Time: 3.25 - Duration: 0.75\n",
      "Chord: F1 F2 G#1 - Start Time: 0.5 - Duration: 0.25\n",
      "Note: F4 - Start Time: 1.0 - Duration: 2/3\n",
      "Note: F1 - Start Time: 1.0 - Duration: 0.25\n",
      "Chord: C#4 G#3 - Start Time: 1.0 - Duration: 3.0\n",
      "Chord: F4 C#4 - Start Time: 0.0 - Duration: 11/12\n",
      "Chord: G#3 F1 F2 - Start Time: 0.0 - Duration: 0.5\n",
      "Chord: C#4 G#3 - Start Time: 0.0 - Duration: 4.0\n",
      "Chord: C#4 G#3 - Start Time: 0.0 - Duration: 1.0\n",
      "Chord: G#1 G#2 - Start Time: 3.75 - Duration: 0.25\n"
     ]
    }
   ],
   "source": [
    "from music21 import converter\n",
    "\n",
    "midi_stream = converter.parse(transcripted_midi)\n",
    "\n",
    "# Iterate through notes and chords in the MIDI file\n",
    "for element in midi_stream.recurse():\n",
    "    if 'Note' in element.classes:       # Check if it's a Note\n",
    "        print(f\"Note: {element.nameWithOctave} - Start Time: {element.offset} - Duration: {element.duration.quarterLength}\")\n",
    "    elif 'Chord' in element.classes:    # Check if it's a Chord\n",
    "        notes_in_chord = ' '.join(n.nameWithOctave for n in element.pitches)\n",
    "        print(f\"Chord: {notes_in_chord} - Start Time: {element.offset} - Duration: {element.duration.quarterLength}\")"
   ]
  }
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