cleaning_dataset_performances.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "# sys.path.append(\"../virtuosoNet\")\n",
    "# sys.path.append(\"C:\\\\Users\\\\fosca\\\\Desktop\\\\CNAM\\\\midi_beat_tracking\\\\FMP_0.1.0\")\n",
    "\n",
    "from pathlib import Path\n",
    "import pandas as pd\n",
    "import music21 as m21\n",
    "import pretty_midi as pm\n",
    "from  matplotlib import pyplot as plt\n",
    "# import LibFMP.B\n",
    "# import LibFMP.C2\n",
    "# import LibFMP.C6\n",
    "%matplotlib inline\n",
    "import numpy as np\n",
    "import math\n",
    "import pandas as pd\n",
    "import librosa\n",
    "import soundfile\n",
    "\n",
    "import IPython.display as ipd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def cleaned_m2m_df(midi2midi_path):\n",
    "    m2mdf = pd.read_csv(midi2midi_path,sep=\"\\t\",skiprows=1,header=None, index_col=False)\n",
    "    m2mdf.columns =[\"alignID\", \"alignOntime\", \"alignSitch\" ,\"alignPitch\", \"alignOnvel\", \"refID\", \"refOntime\", \"refSitch\", \"refPitch\", \"refOnvel\",\"empty\"]\n",
    "    #drop the last column \"empty\"\n",
    "    m2mdf = m2mdf.drop(columns=[\"empty\"])\n",
    "    #drop the rows where the alignOntime is -1 (note not existing in both files midi)\n",
    "    return m2mdf[m2mdf[\"alignOntime\"] != -1]\n",
    "\n",
    "def generate_performance_annotations(m2m_df, cl_quant_ann):\n",
    "    #create the list with the time of all annotations\n",
    "    quant_ann_time_list = cl_quant_ann[\"time\"].tolist()\n",
    "    quant_ann_type_list = cl_quant_ann[\"type\"].tolist()\n",
    "    perf_ann_list = []\n",
    "    for i,at in enumerate(quant_ann_time_list):\n",
    "        p_ons=list(m2m_df[(m2m_df[\"refOntime\"]>at-0.020) & (m2m_df[\"refOntime\"]<at+0.020)][\"alignOntime\"]) #40 ms accepted window\n",
    "        if len(p_ons) == 0: #no note matching the ann position in the performance\n",
    "            perf_ann_list.append(None)\n",
    "            print(\"missing corrispondency at quant time\", at)\n",
    "        else:\n",
    "            perf_ann_list.append(np.mean(p_ons))\n",
    "\n",
    "    # clean the values that are smaller than the value before\n",
    "    for ind,at in enumerate(perf_ann_list[1:]):\n",
    "        if (ind >0) and (at is not None) and (perf_ann_list[ind-1] is not None) and (at < perf_ann_list[ind-1]) :\n",
    "            print(\"Unexpected value\",db,\"smaller than the previous\",perf_ann_list[ind-1])\n",
    "            perf_ann_list[ind] = None\n",
    "    \n",
    "    #save the index for the none values\n",
    "    none_indices = [index for index,value in enumerate(perf_ann_list) if value is None]\n",
    "     \n",
    "    #check if there are no None at the end (there should no, because of the manual corrections)\n",
    "    assert(perf_ann_list[-1] is not None)\n",
    "    #interpolate to fill the None values in the middle\n",
    "    filled_at = pd.Series(perf_ann_list).interpolate().tolist()\n",
    "    #fill the values at the beginning\n",
    "    ind = 0\n",
    "    while math.isnan(filled_at[ind]): #find the number of None at the beginning\n",
    "        ind +=1\n",
    "    for i in range(ind)[::-1]: #fill, starting from the later one\n",
    "        proposed_value = filled_at[i+1] - (filled_at[i+2]-filled_at[i+1])\n",
    "        if proposed_value<0: #cap at 0\n",
    "            proposed_value = 0\n",
    "        filled_at[i] = proposed_value\n",
    "    \n",
    "    #associate the type of annotation\n",
    "    assert(len(quant_ann_type_list) == len(filled_at))\n",
    "    perd_ann_dict = dict(zip(filled_at, quant_ann_type_list))\n",
    "    #add the Warning for the None values\n",
    "    warnings = False\n",
    "    for val in none_indices:\n",
    "        perd_ann_dict[filled_at[val]] += \"W\"\n",
    "        warnings = True\n",
    "    \n",
    "    return perd_ann_dict ,warnings\n",
    "    \n",
    "def beat_downbeat_to_text(annotations,out_path):\n",
    "    path = Path(out_path)\n",
    "    #produce the txt\n",
    "    file_content = \"\"\n",
    "    for a in annotations:\n",
    "        file_content+= str(a) + \"\\t\" + str(a) + \"\\t\" + annotations[a] + \"\\n\"\n",
    "    with open(out_path,\"w\") as f:\n",
    "        f.write(file_content)\n",
    "        \n",
    "def annotations_to_audio(midi_path, annotations, out_path):\n",
    "    midi_data = pm.PrettyMIDI(str(midi_path))\n",
    "    audio_fs = 6000\n",
    "    beat = [a for a in annotations if annotations[a][0] == \"b\"]\n",
    "    downbeat = [a for a in annotations if annotations[a][0] == \"d\"]\n",
    "    midi_audio = midi_data.synthesize(fs=audio_fs)\n",
    "    audio_beat = librosa.clicks(beat, sr=audio_fs, click_freq=900, length=len(midi_audio))\n",
    "    audio_downbeat = librosa.clicks(downbeat, sr=audio_fs, click_freq=1200, length=len(midi_audio))\n",
    "    soundfile.write(out_path,audio_beat + audio_downbeat+ midi_audio,audio_fs)\n",
    "    \n",
    "def perform_row_to_annotations(row):\n",
    "    print(\"Processing opus\", row.folder)\n",
    "    #load the quantized annotations\n",
    "    ann_quant_df = pd.read_csv(Path(row.folder,\"ann_quant_cleaned.txt\"),header=None, names=[\"time\",\"time2\",\"type\"],sep='\\t')\n",
    "    #load the m2m alignment\n",
    "    m2m = cleaned_m2m_df(row[\"midi2midi_alignment_path\"])\n",
    "    #generate the annotations\n",
    "    ann_dict,warnings = generate_performance_annotations(m2m, ann_quant_df)\n",
    "    #write the annotations to txt\n",
    "    beat_downbeat_to_text(ann_dict,Path(row.folder,row.performer + \"_ann.txt\"))\n",
    "    #write the audio\n",
    "    annotations_to_audio(str(Path(row.performed_midi_path)),ann_dict,Path(row.folder,row.performer + \"_click.wav\"))\n",
    "    print(\"done\")\n",
    "    return warnings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>author</th>\n",
       "      <th>folder</th>\n",
       "      <th>midi2midi_alignment_path</th>\n",
       "      <th>performed_midi_path</th>\n",
       "      <th>performer</th>\n",
       "      <th>score2midi_alignment</th>\n",
       "      <th>score_midi_path</th>\n",
       "      <th>score_xml_path</th>\n",
       "      <th>title</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_846</td>\n",
       "      <td>Bach/Fugue/bwv_846/Shi05_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_846/Shi05.mid</td>\n",
       "      <td>Shi05</td>\n",
       "      <td>Bach/Fugue/bwv_846/Shi05_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_846/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_846/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/Denisova06_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/Denisova06.mid</td>\n",
       "      <td>Denisova06</td>\n",
       "      <td>Bach/Fugue/bwv_848/Denisova06_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lee01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lee01.mid</td>\n",
       "      <td>Lee01</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lee01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/LeeSH01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/LeeSH01.mid</td>\n",
       "      <td>LeeSH01</td>\n",
       "      <td>Bach/Fugue/bwv_848/LeeSH01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lin04_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lin04.mid</td>\n",
       "      <td>Lin04</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lin04_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lou01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lou01.mid</td>\n",
       "      <td>Lou01</td>\n",
       "      <td>Bach/Fugue/bwv_848/Lou01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/MiyashitaM01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/MiyashitaM01.mid</td>\n",
       "      <td>MiyashitaM01</td>\n",
       "      <td>Bach/Fugue/bwv_848/MiyashitaM01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/Mizumoto03_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/Mizumoto03.mid</td>\n",
       "      <td>Mizumoto03</td>\n",
       "      <td>Bach/Fugue/bwv_848/Mizumoto03_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/SunY01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/SunY01.mid</td>\n",
       "      <td>SunY01</td>\n",
       "      <td>Bach/Fugue/bwv_848/SunY01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_848</td>\n",
       "      <td>Bach/Fugue/bwv_848/Zhou01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/Zhou01.mid</td>\n",
       "      <td>Zhou01</td>\n",
       "      <td>Bach/Fugue/bwv_848/Zhou01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_848/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_848/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_854</td>\n",
       "      <td>Bach/Fugue/bwv_854/LuA01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/LuA01.mid</td>\n",
       "      <td>LuA01</td>\n",
       "      <td>Bach/Fugue/bwv_854/LuA01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_854/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_854</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_854</td>\n",
       "      <td>Bach/Fugue/bwv_854/MiyashitaM01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/MiyashitaM01.mid</td>\n",
       "      <td>MiyashitaM01</td>\n",
       "      <td>Bach/Fugue/bwv_854/MiyashitaM01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_854/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_854</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_854</td>\n",
       "      <td>Bach/Fugue/bwv_854/Ozaki01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/Ozaki01.mid</td>\n",
       "      <td>Ozaki01</td>\n",
       "      <td>Bach/Fugue/bwv_854/Ozaki01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_854/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_854</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_854</td>\n",
       "      <td>Bach/Fugue/bwv_854/Richardson01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/Richardson01.mid</td>\n",
       "      <td>Richardson01</td>\n",
       "      <td>Bach/Fugue/bwv_854/Richardson01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_854/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_854</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_854</td>\n",
       "      <td>Bach/Fugue/bwv_854/WangA01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/WangA01.mid</td>\n",
       "      <td>WangA01</td>\n",
       "      <td>Bach/Fugue/bwv_854/WangA01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_854/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_854/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_854</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_856</td>\n",
       "      <td>Bach/Fugue/bwv_856/LuoJ01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_856/LuoJ01.mid</td>\n",
       "      <td>LuoJ01</td>\n",
       "      <td>Bach/Fugue/bwv_856/LuoJ01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_856/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_856/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_856</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_857</td>\n",
       "      <td>Bach/Fugue/bwv_857/Bult-ItoS02_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/Bult-ItoS02.mid</td>\n",
       "      <td>Bult-ItoS02</td>\n",
       "      <td>Bach/Fugue/bwv_857/Bult-ItoS02_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_857/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_857</td>\n",
       "      <td>Bach/Fugue/bwv_857/Lan01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/Lan01.mid</td>\n",
       "      <td>Lan01</td>\n",
       "      <td>Bach/Fugue/bwv_857/Lan01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_857/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_857</td>\n",
       "      <td>Bach/Fugue/bwv_857/Lisiecki04_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/Lisiecki04.mid</td>\n",
       "      <td>Lisiecki04</td>\n",
       "      <td>Bach/Fugue/bwv_857/Lisiecki04_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_857/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_857</td>\n",
       "      <td>Bach/Fugue/bwv_857/ToA01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/ToA01.mid</td>\n",
       "      <td>ToA01</td>\n",
       "      <td>Bach/Fugue/bwv_857/ToA01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_857/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_857</td>\n",
       "      <td>Bach/Fugue/bwv_857/WangA01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/WangA01.mid</td>\n",
       "      <td>WangA01</td>\n",
       "      <td>Bach/Fugue/bwv_857/WangA01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_857/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_857</td>\n",
       "      <td>Bach/Fugue/bwv_857/YuP01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/YuP01.mid</td>\n",
       "      <td>YuP01</td>\n",
       "      <td>Bach/Fugue/bwv_857/YuP01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_857/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_857/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_858</td>\n",
       "      <td>Bach/Fugue/bwv_858/VuV01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_858/VuV01.mid</td>\n",
       "      <td>VuV01</td>\n",
       "      <td>Bach/Fugue/bwv_858/VuV01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_858/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_858/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_858</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_858</td>\n",
       "      <td>Bach/Fugue/bwv_858/Zhang01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_858/Zhang01.mid</td>\n",
       "      <td>Zhang01</td>\n",
       "      <td>Bach/Fugue/bwv_858/Zhang01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_858/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_858/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_858</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_860</td>\n",
       "      <td>Bach/Fugue/bwv_860/Ko04_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/Ko04.mid</td>\n",
       "      <td>Ko04</td>\n",
       "      <td>Bach/Fugue/bwv_860/Ko04_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_860/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_860</td>\n",
       "      <td>Bach/Fugue/bwv_860/Nikiforov05_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/Nikiforov05.mid</td>\n",
       "      <td>Nikiforov05</td>\n",
       "      <td>Bach/Fugue/bwv_860/Nikiforov05_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_860/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_860</td>\n",
       "      <td>Bach/Fugue/bwv_860/Tetzloff04_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/Tetzloff04.mid</td>\n",
       "      <td>Tetzloff04</td>\n",
       "      <td>Bach/Fugue/bwv_860/Tetzloff04_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_860/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_860</td>\n",
       "      <td>Bach/Fugue/bwv_860/TuanS01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/TuanS01.mid</td>\n",
       "      <td>TuanS01</td>\n",
       "      <td>Bach/Fugue/bwv_860/TuanS01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_860/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_860</td>\n",
       "      <td>Bach/Fugue/bwv_860/YoungS01_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/YoungS01.mid</td>\n",
       "      <td>YoungS01</td>\n",
       "      <td>Bach/Fugue/bwv_860/YoungS01_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_860/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Fugue/bwv_860</td>\n",
       "      <td>Bach/Fugue/bwv_860/ZhangH04_infer_corresp.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/ZhangH04.mid</td>\n",
       "      <td>ZhangH04</td>\n",
       "      <td>Bach/Fugue/bwv_860/ZhangH04_infer_match.txt</td>\n",
       "      <td>Bach/Fugue/bwv_860/midi_cleaned.mid</td>\n",
       "      <td>Bach/Fugue/bwv_860/musicxml_cleaned.musicxml</td>\n",
       "      <td>Fugue_bwv_860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1074</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/4</td>\n",
       "      <td>Schumann/Kreisleriana/4/ParkJH07_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/4/ParkJH07.MID</td>\n",
       "      <td>ParkJH07</td>\n",
       "      <td>Schumann/Kreisleriana/4/ParkJH07_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/4/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/4/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1075</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/4</td>\n",
       "      <td>Schumann/Kreisleriana/4/Yarden09_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/4/Yarden09.mid</td>\n",
       "      <td>Yarden09</td>\n",
       "      <td>Schumann/Kreisleriana/4/Yarden09_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/4/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/4/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1076</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/5</td>\n",
       "      <td>Schumann/Kreisleriana/5/JohannsonP06_infer_cor...</td>\n",
       "      <td>Schumann/Kreisleriana/5/JohannsonP06.MID</td>\n",
       "      <td>JohannsonP06</td>\n",
       "      <td>Schumann/Kreisleriana/5/JohannsonP06_infer_mat...</td>\n",
       "      <td>Schumann/Kreisleriana/5/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1077</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/5</td>\n",
       "      <td>Schumann/Kreisleriana/5/ParkJH08_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/5/ParkJH08.MID</td>\n",
       "      <td>ParkJH08</td>\n",
       "      <td>Schumann/Kreisleriana/5/ParkJH08_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/5/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1078</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/5</td>\n",
       "      <td>Schumann/Kreisleriana/5/Yarden09_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/5/Yarden09.mid</td>\n",
       "      <td>Yarden09</td>\n",
       "      <td>Schumann/Kreisleriana/5/Yarden09_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/5/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1079</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/6</td>\n",
       "      <td>Schumann/Kreisleriana/6/JohannsonP07_infer_cor...</td>\n",
       "      <td>Schumann/Kreisleriana/6/JohannsonP07.MID</td>\n",
       "      <td>JohannsonP07</td>\n",
       "      <td>Schumann/Kreisleriana/6/JohannsonP07_infer_mat...</td>\n",
       "      <td>Schumann/Kreisleriana/6/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/6/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1080</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/6</td>\n",
       "      <td>Schumann/Kreisleriana/6/ParkJH09_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/6/ParkJH09.MID</td>\n",
       "      <td>ParkJH09</td>\n",
       "      <td>Schumann/Kreisleriana/6/ParkJH09_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/6/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/6/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1081</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/6</td>\n",
       "      <td>Schumann/Kreisleriana/6/Yarden09_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/6/Yarden09.mid</td>\n",
       "      <td>Yarden09</td>\n",
       "      <td>Schumann/Kreisleriana/6/Yarden09_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/6/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/6/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1082</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/7</td>\n",
       "      <td>Schumann/Kreisleriana/7/JohannsonP08_infer_cor...</td>\n",
       "      <td>Schumann/Kreisleriana/7/JohannsonP08.MID</td>\n",
       "      <td>JohannsonP08</td>\n",
       "      <td>Schumann/Kreisleriana/7/JohannsonP08_infer_mat...</td>\n",
       "      <td>Schumann/Kreisleriana/7/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/7/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1083</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/7</td>\n",
       "      <td>Schumann/Kreisleriana/7/ParkJH10_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/7/ParkJH10.MID</td>\n",
       "      <td>ParkJH10</td>\n",
       "      <td>Schumann/Kreisleriana/7/ParkJH10_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/7/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/7/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1084</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Kreisleriana/7</td>\n",
       "      <td>Schumann/Kreisleriana/7/Yarden09_infer_corresp...</td>\n",
       "      <td>Schumann/Kreisleriana/7/Yarden09.mid</td>\n",
       "      <td>Yarden09</td>\n",
       "      <td>Schumann/Kreisleriana/7/Yarden09_infer_match.txt</td>\n",
       "      <td>Schumann/Kreisleriana/7/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Kreisleriana/7/musicxml_cleaned.musicxml</td>\n",
       "      <td>Kreisleriana_7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1085</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Toccata</td>\n",
       "      <td>Schumann/Toccata/BENABD04_infer_corresp.txt</td>\n",
       "      <td>Schumann/Toccata/BENABD04.mid</td>\n",
       "      <td>BENABD04</td>\n",
       "      <td>Schumann/Toccata/BENABD04_infer_match.txt</td>\n",
       "      <td>Schumann/Toccata/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Toccata/musicxml_cleaned.musicxml</td>\n",
       "      <td>Toccata</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1086</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Toccata</td>\n",
       "      <td>Schumann/Toccata/BENABD10_infer_corresp.txt</td>\n",
       "      <td>Schumann/Toccata/BENABD10.mid</td>\n",
       "      <td>BENABD10</td>\n",
       "      <td>Schumann/Toccata/BENABD10_infer_match.txt</td>\n",
       "      <td>Schumann/Toccata/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Toccata/musicxml_cleaned.musicxml</td>\n",
       "      <td>Toccata</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1087</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Toccata</td>\n",
       "      <td>Schumann/Toccata/Dulu03_infer_corresp.txt</td>\n",
       "      <td>Schumann/Toccata/Dulu03.mid</td>\n",
       "      <td>Dulu03</td>\n",
       "      <td>Schumann/Toccata/Dulu03_infer_match.txt</td>\n",
       "      <td>Schumann/Toccata/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Toccata/musicxml_cleaned.musicxml</td>\n",
       "      <td>Toccata</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1088</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Toccata</td>\n",
       "      <td>Schumann/Toccata/DupreeF13_infer_corresp.txt</td>\n",
       "      <td>Schumann/Toccata/DupreeF13.MID</td>\n",
       "      <td>DupreeF13</td>\n",
       "      <td>Schumann/Toccata/DupreeF13_infer_match.txt</td>\n",
       "      <td>Schumann/Toccata/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Toccata/musicxml_cleaned.musicxml</td>\n",
       "      <td>Toccata</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1089</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Toccata_repeat</td>\n",
       "      <td>Schumann/Toccata_repeat/WangY07_infer_corresp.txt</td>\n",
       "      <td>Schumann/Toccata_repeat/WangY07.MID</td>\n",
       "      <td>WangY07</td>\n",
       "      <td>Schumann/Toccata_repeat/WangY07_infer_match.txt</td>\n",
       "      <td>Schumann/Toccata_repeat/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Toccata_repeat/musicxml_cleaned.musicxml</td>\n",
       "      <td>Toccata_repeat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1090</th>\n",
       "      <td>Schumann</td>\n",
       "      <td>Schumann/Toccata_repeat</td>\n",
       "      <td>Schumann/Toccata_repeat/Zhdanov06_infer_corres...</td>\n",
       "      <td>Schumann/Toccata_repeat/Zhdanov06.MID</td>\n",
       "      <td>Zhdanov06</td>\n",
       "      <td>Schumann/Toccata_repeat/Zhdanov06_infer_match.txt</td>\n",
       "      <td>Schumann/Toccata_repeat/midi_cleaned.mid</td>\n",
       "      <td>Schumann/Toccata_repeat/musicxml_cleaned.musicxml</td>\n",
       "      <td>Toccata_repeat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1091</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Etudes_op_8/11</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/Shi03_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/Shi03.mid</td>\n",
       "      <td>Shi03</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/Shi03_infer_match.txt</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/musicxml_cleaned.musicxml</td>\n",
       "      <td>Etudes_op_8_11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1092</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Etudes_op_8/11</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/Shi08_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/Shi08.mid</td>\n",
       "      <td>Shi08</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/Shi08_infer_match.txt</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/musicxml_cleaned.musicxml</td>\n",
       "      <td>Etudes_op_8_11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1093</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Etudes_op_8/11</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/YeF09_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/YeF09.MID</td>\n",
       "      <td>YeF09</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/YeF09_infer_match.txt</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Etudes_op_8/11/musicxml_cleaned.musicxml</td>\n",
       "      <td>Etudes_op_8_11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1094</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/ChernovA06_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/ChernovA06.MID</td>\n",
       "      <td>ChernovA06</td>\n",
       "      <td>Scriabin/Sonatas/5/ChernovA06_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1095</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/FaB05_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/FaB05.MID</td>\n",
       "      <td>FaB05</td>\n",
       "      <td>Scriabin/Sonatas/5/FaB05_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1096</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/FALIKS06_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/FALIKS06.mid</td>\n",
       "      <td>FALIKS06</td>\n",
       "      <td>Scriabin/Sonatas/5/FALIKS06_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1097</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/GarritsonL06_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/GarritsonL06.MID</td>\n",
       "      <td>GarritsonL06</td>\n",
       "      <td>Scriabin/Sonatas/5/GarritsonL06_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1098</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/Ko07_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/Ko07.MID</td>\n",
       "      <td>Ko07</td>\n",
       "      <td>Scriabin/Sonatas/5/Ko07_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1099</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/Na03_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/Na03.MID</td>\n",
       "      <td>Na03</td>\n",
       "      <td>Scriabin/Sonatas/5/Na03_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1100</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/Na07_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/Na07.MID</td>\n",
       "      <td>Na07</td>\n",
       "      <td>Scriabin/Sonatas/5/Na07_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1101</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/TET02_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/TET02.mid</td>\n",
       "      <td>TET02</td>\n",
       "      <td>Scriabin/Sonatas/5/TET02_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1102</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/Yeletskiy02_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/Yeletskiy02.MID</td>\n",
       "      <td>Yeletskiy02</td>\n",
       "      <td>Scriabin/Sonatas/5/Yeletskiy02_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1103</th>\n",
       "      <td>Scriabin</td>\n",
       "      <td>Scriabin/Sonatas/5</td>\n",
       "      <td>Scriabin/Sonatas/5/Yeletskiy07_infer_corresp.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/Yeletskiy07.MID</td>\n",
       "      <td>Yeletskiy07</td>\n",
       "      <td>Scriabin/Sonatas/5/Yeletskiy07_infer_match.txt</td>\n",
       "      <td>Scriabin/Sonatas/5/midi_cleaned.mid</td>\n",
       "      <td>Scriabin/Sonatas/5/musicxml_cleaned.musicxml</td>\n",
       "      <td>Sonatas_5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1104 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        author                   folder  \\\n",
       "0         Bach       Bach/Fugue/bwv_846   \n",
       "1         Bach       Bach/Fugue/bwv_848   \n",
       "2         Bach       Bach/Fugue/bwv_848   \n",
       "3         Bach       Bach/Fugue/bwv_848   \n",
       "4         Bach       Bach/Fugue/bwv_848   \n",
       "5         Bach       Bach/Fugue/bwv_848   \n",
       "6         Bach       Bach/Fugue/bwv_848   \n",
       "7         Bach       Bach/Fugue/bwv_848   \n",
       "8         Bach       Bach/Fugue/bwv_848   \n",
       "9         Bach       Bach/Fugue/bwv_848   \n",
       "10        Bach       Bach/Fugue/bwv_854   \n",
       "11        Bach       Bach/Fugue/bwv_854   \n",
       "12        Bach       Bach/Fugue/bwv_854   \n",
       "13        Bach       Bach/Fugue/bwv_854   \n",
       "14        Bach       Bach/Fugue/bwv_854   \n",
       "15        Bach       Bach/Fugue/bwv_856   \n",
       "16        Bach       Bach/Fugue/bwv_857   \n",
       "17        Bach       Bach/Fugue/bwv_857   \n",
       "18        Bach       Bach/Fugue/bwv_857   \n",
       "19        Bach       Bach/Fugue/bwv_857   \n",
       "20        Bach       Bach/Fugue/bwv_857   \n",
       "21        Bach       Bach/Fugue/bwv_857   \n",
       "22        Bach       Bach/Fugue/bwv_858   \n",
       "23        Bach       Bach/Fugue/bwv_858   \n",
       "24        Bach       Bach/Fugue/bwv_860   \n",
       "25        Bach       Bach/Fugue/bwv_860   \n",
       "26        Bach       Bach/Fugue/bwv_860   \n",
       "27        Bach       Bach/Fugue/bwv_860   \n",
       "28        Bach       Bach/Fugue/bwv_860   \n",
       "29        Bach       Bach/Fugue/bwv_860   \n",
       "...        ...                      ...   \n",
       "1074  Schumann  Schumann/Kreisleriana/4   \n",
       "1075  Schumann  Schumann/Kreisleriana/4   \n",
       "1076  Schumann  Schumann/Kreisleriana/5   \n",
       "1077  Schumann  Schumann/Kreisleriana/5   \n",
       "1078  Schumann  Schumann/Kreisleriana/5   \n",
       "1079  Schumann  Schumann/Kreisleriana/6   \n",
       "1080  Schumann  Schumann/Kreisleriana/6   \n",
       "1081  Schumann  Schumann/Kreisleriana/6   \n",
       "1082  Schumann  Schumann/Kreisleriana/7   \n",
       "1083  Schumann  Schumann/Kreisleriana/7   \n",
       "1084  Schumann  Schumann/Kreisleriana/7   \n",
       "1085  Schumann         Schumann/Toccata   \n",
       "1086  Schumann         Schumann/Toccata   \n",
       "1087  Schumann         Schumann/Toccata   \n",
       "1088  Schumann         Schumann/Toccata   \n",
       "1089  Schumann  Schumann/Toccata_repeat   \n",
       "1090  Schumann  Schumann/Toccata_repeat   \n",
       "1091  Scriabin  Scriabin/Etudes_op_8/11   \n",
       "1092  Scriabin  Scriabin/Etudes_op_8/11   \n",
       "1093  Scriabin  Scriabin/Etudes_op_8/11   \n",
       "1094  Scriabin       Scriabin/Sonatas/5   \n",
       "1095  Scriabin       Scriabin/Sonatas/5   \n",
       "1096  Scriabin       Scriabin/Sonatas/5   \n",
       "1097  Scriabin       Scriabin/Sonatas/5   \n",
       "1098  Scriabin       Scriabin/Sonatas/5   \n",
       "1099  Scriabin       Scriabin/Sonatas/5   \n",
       "1100  Scriabin       Scriabin/Sonatas/5   \n",
       "1101  Scriabin       Scriabin/Sonatas/5   \n",
       "1102  Scriabin       Scriabin/Sonatas/5   \n",
       "1103  Scriabin       Scriabin/Sonatas/5   \n",
       "\n",
       "                               midi2midi_alignment_path  \\\n",
       "0            Bach/Fugue/bwv_846/Shi05_infer_corresp.txt   \n",
       "1       Bach/Fugue/bwv_848/Denisova06_infer_corresp.txt   \n",
       "2            Bach/Fugue/bwv_848/Lee01_infer_corresp.txt   \n",
       "3          Bach/Fugue/bwv_848/LeeSH01_infer_corresp.txt   \n",
       "4            Bach/Fugue/bwv_848/Lin04_infer_corresp.txt   \n",
       "5            Bach/Fugue/bwv_848/Lou01_infer_corresp.txt   \n",
       "6     Bach/Fugue/bwv_848/MiyashitaM01_infer_corresp.txt   \n",
       "7       Bach/Fugue/bwv_848/Mizumoto03_infer_corresp.txt   \n",
       "8           Bach/Fugue/bwv_848/SunY01_infer_corresp.txt   \n",
       "9           Bach/Fugue/bwv_848/Zhou01_infer_corresp.txt   \n",
       "10           Bach/Fugue/bwv_854/LuA01_infer_corresp.txt   \n",
       "11    Bach/Fugue/bwv_854/MiyashitaM01_infer_corresp.txt   \n",
       "12         Bach/Fugue/bwv_854/Ozaki01_infer_corresp.txt   \n",
       "13    Bach/Fugue/bwv_854/Richardson01_infer_corresp.txt   \n",
       "14         Bach/Fugue/bwv_854/WangA01_infer_corresp.txt   \n",
       "15          Bach/Fugue/bwv_856/LuoJ01_infer_corresp.txt   \n",
       "16     Bach/Fugue/bwv_857/Bult-ItoS02_infer_corresp.txt   \n",
       "17           Bach/Fugue/bwv_857/Lan01_infer_corresp.txt   \n",
       "18      Bach/Fugue/bwv_857/Lisiecki04_infer_corresp.txt   \n",
       "19           Bach/Fugue/bwv_857/ToA01_infer_corresp.txt   \n",
       "20         Bach/Fugue/bwv_857/WangA01_infer_corresp.txt   \n",
       "21           Bach/Fugue/bwv_857/YuP01_infer_corresp.txt   \n",
       "22           Bach/Fugue/bwv_858/VuV01_infer_corresp.txt   \n",
       "23         Bach/Fugue/bwv_858/Zhang01_infer_corresp.txt   \n",
       "24            Bach/Fugue/bwv_860/Ko04_infer_corresp.txt   \n",
       "25     Bach/Fugue/bwv_860/Nikiforov05_infer_corresp.txt   \n",
       "26      Bach/Fugue/bwv_860/Tetzloff04_infer_corresp.txt   \n",
       "27         Bach/Fugue/bwv_860/TuanS01_infer_corresp.txt   \n",
       "28        Bach/Fugue/bwv_860/YoungS01_infer_corresp.txt   \n",
       "29        Bach/Fugue/bwv_860/ZhangH04_infer_corresp.txt   \n",
       "...                                                 ...   \n",
       "1074  Schumann/Kreisleriana/4/ParkJH07_infer_corresp...   \n",
       "1075  Schumann/Kreisleriana/4/Yarden09_infer_corresp...   \n",
       "1076  Schumann/Kreisleriana/5/JohannsonP06_infer_cor...   \n",
       "1077  Schumann/Kreisleriana/5/ParkJH08_infer_corresp...   \n",
       "1078  Schumann/Kreisleriana/5/Yarden09_infer_corresp...   \n",
       "1079  Schumann/Kreisleriana/6/JohannsonP07_infer_cor...   \n",
       "1080  Schumann/Kreisleriana/6/ParkJH09_infer_corresp...   \n",
       "1081  Schumann/Kreisleriana/6/Yarden09_infer_corresp...   \n",
       "1082  Schumann/Kreisleriana/7/JohannsonP08_infer_cor...   \n",
       "1083  Schumann/Kreisleriana/7/ParkJH10_infer_corresp...   \n",
       "1084  Schumann/Kreisleriana/7/Yarden09_infer_corresp...   \n",
       "1085        Schumann/Toccata/BENABD04_infer_corresp.txt   \n",
       "1086        Schumann/Toccata/BENABD10_infer_corresp.txt   \n",
       "1087          Schumann/Toccata/Dulu03_infer_corresp.txt   \n",
       "1088       Schumann/Toccata/DupreeF13_infer_corresp.txt   \n",
       "1089  Schumann/Toccata_repeat/WangY07_infer_corresp.txt   \n",
       "1090  Schumann/Toccata_repeat/Zhdanov06_infer_corres...   \n",
       "1091    Scriabin/Etudes_op_8/11/Shi03_infer_corresp.txt   \n",
       "1092    Scriabin/Etudes_op_8/11/Shi08_infer_corresp.txt   \n",
       "1093    Scriabin/Etudes_op_8/11/YeF09_infer_corresp.txt   \n",
       "1094    Scriabin/Sonatas/5/ChernovA06_infer_corresp.txt   \n",
       "1095         Scriabin/Sonatas/5/FaB05_infer_corresp.txt   \n",
       "1096      Scriabin/Sonatas/5/FALIKS06_infer_corresp.txt   \n",
       "1097  Scriabin/Sonatas/5/GarritsonL06_infer_corresp.txt   \n",
       "1098          Scriabin/Sonatas/5/Ko07_infer_corresp.txt   \n",
       "1099          Scriabin/Sonatas/5/Na03_infer_corresp.txt   \n",
       "1100          Scriabin/Sonatas/5/Na07_infer_corresp.txt   \n",
       "1101         Scriabin/Sonatas/5/TET02_infer_corresp.txt   \n",
       "1102   Scriabin/Sonatas/5/Yeletskiy02_infer_corresp.txt   \n",
       "1103   Scriabin/Sonatas/5/Yeletskiy07_infer_corresp.txt   \n",
       "\n",
       "                           performed_midi_path     performer  \\\n",
       "0                 Bach/Fugue/bwv_846/Shi05.mid         Shi05   \n",
       "1            Bach/Fugue/bwv_848/Denisova06.mid    Denisova06   \n",
       "2                 Bach/Fugue/bwv_848/Lee01.mid         Lee01   \n",
       "3               Bach/Fugue/bwv_848/LeeSH01.mid       LeeSH01   \n",
       "4                 Bach/Fugue/bwv_848/Lin04.mid         Lin04   \n",
       "5                 Bach/Fugue/bwv_848/Lou01.mid         Lou01   \n",
       "6          Bach/Fugue/bwv_848/MiyashitaM01.mid  MiyashitaM01   \n",
       "7            Bach/Fugue/bwv_848/Mizumoto03.mid    Mizumoto03   \n",
       "8                Bach/Fugue/bwv_848/SunY01.mid        SunY01   \n",
       "9                Bach/Fugue/bwv_848/Zhou01.mid        Zhou01   \n",
       "10                Bach/Fugue/bwv_854/LuA01.mid         LuA01   \n",
       "11         Bach/Fugue/bwv_854/MiyashitaM01.mid  MiyashitaM01   \n",
       "12              Bach/Fugue/bwv_854/Ozaki01.mid       Ozaki01   \n",
       "13         Bach/Fugue/bwv_854/Richardson01.mid  Richardson01   \n",
       "14              Bach/Fugue/bwv_854/WangA01.mid       WangA01   \n",
       "15               Bach/Fugue/bwv_856/LuoJ01.mid        LuoJ01   \n",
       "16          Bach/Fugue/bwv_857/Bult-ItoS02.mid   Bult-ItoS02   \n",
       "17                Bach/Fugue/bwv_857/Lan01.mid         Lan01   \n",
       "18           Bach/Fugue/bwv_857/Lisiecki04.mid    Lisiecki04   \n",
       "19                Bach/Fugue/bwv_857/ToA01.mid         ToA01   \n",
       "20              Bach/Fugue/bwv_857/WangA01.mid       WangA01   \n",
       "21                Bach/Fugue/bwv_857/YuP01.mid         YuP01   \n",
       "22                Bach/Fugue/bwv_858/VuV01.mid         VuV01   \n",
       "23              Bach/Fugue/bwv_858/Zhang01.mid       Zhang01   \n",
       "24                 Bach/Fugue/bwv_860/Ko04.mid          Ko04   \n",
       "25          Bach/Fugue/bwv_860/Nikiforov05.mid   Nikiforov05   \n",
       "26           Bach/Fugue/bwv_860/Tetzloff04.mid    Tetzloff04   \n",
       "27              Bach/Fugue/bwv_860/TuanS01.mid       TuanS01   \n",
       "28             Bach/Fugue/bwv_860/YoungS01.mid      YoungS01   \n",
       "29             Bach/Fugue/bwv_860/ZhangH04.mid      ZhangH04   \n",
       "...                                        ...           ...   \n",
       "1074      Schumann/Kreisleriana/4/ParkJH07.MID      ParkJH07   \n",
       "1075      Schumann/Kreisleriana/4/Yarden09.mid      Yarden09   \n",
       "1076  Schumann/Kreisleriana/5/JohannsonP06.MID  JohannsonP06   \n",
       "1077      Schumann/Kreisleriana/5/ParkJH08.MID      ParkJH08   \n",
       "1078      Schumann/Kreisleriana/5/Yarden09.mid      Yarden09   \n",
       "1079  Schumann/Kreisleriana/6/JohannsonP07.MID  JohannsonP07   \n",
       "1080      Schumann/Kreisleriana/6/ParkJH09.MID      ParkJH09   \n",
       "1081      Schumann/Kreisleriana/6/Yarden09.mid      Yarden09   \n",
       "1082  Schumann/Kreisleriana/7/JohannsonP08.MID  JohannsonP08   \n",
       "1083      Schumann/Kreisleriana/7/ParkJH10.MID      ParkJH10   \n",
       "1084      Schumann/Kreisleriana/7/Yarden09.mid      Yarden09   \n",
       "1085             Schumann/Toccata/BENABD04.mid      BENABD04   \n",
       "1086             Schumann/Toccata/BENABD10.mid      BENABD10   \n",
       "1087               Schumann/Toccata/Dulu03.mid        Dulu03   \n",
       "1088            Schumann/Toccata/DupreeF13.MID     DupreeF13   \n",
       "1089       Schumann/Toccata_repeat/WangY07.MID       WangY07   \n",
       "1090     Schumann/Toccata_repeat/Zhdanov06.MID     Zhdanov06   \n",
       "1091         Scriabin/Etudes_op_8/11/Shi03.mid         Shi03   \n",
       "1092         Scriabin/Etudes_op_8/11/Shi08.mid         Shi08   \n",
       "1093         Scriabin/Etudes_op_8/11/YeF09.MID         YeF09   \n",
       "1094         Scriabin/Sonatas/5/ChernovA06.MID    ChernovA06   \n",
       "1095              Scriabin/Sonatas/5/FaB05.MID         FaB05   \n",
       "1096           Scriabin/Sonatas/5/FALIKS06.mid      FALIKS06   \n",
       "1097       Scriabin/Sonatas/5/GarritsonL06.MID  GarritsonL06   \n",
       "1098               Scriabin/Sonatas/5/Ko07.MID          Ko07   \n",
       "1099               Scriabin/Sonatas/5/Na03.MID          Na03   \n",
       "1100               Scriabin/Sonatas/5/Na07.MID          Na07   \n",
       "1101              Scriabin/Sonatas/5/TET02.mid         TET02   \n",
       "1102        Scriabin/Sonatas/5/Yeletskiy02.MID   Yeletskiy02   \n",
       "1103        Scriabin/Sonatas/5/Yeletskiy07.MID   Yeletskiy07   \n",
       "\n",
       "                                   score2midi_alignment  \\\n",
       "0              Bach/Fugue/bwv_846/Shi05_infer_match.txt   \n",
       "1         Bach/Fugue/bwv_848/Denisova06_infer_match.txt   \n",
       "2              Bach/Fugue/bwv_848/Lee01_infer_match.txt   \n",
       "3            Bach/Fugue/bwv_848/LeeSH01_infer_match.txt   \n",
       "4              Bach/Fugue/bwv_848/Lin04_infer_match.txt   \n",
       "5              Bach/Fugue/bwv_848/Lou01_infer_match.txt   \n",
       "6       Bach/Fugue/bwv_848/MiyashitaM01_infer_match.txt   \n",
       "7         Bach/Fugue/bwv_848/Mizumoto03_infer_match.txt   \n",
       "8             Bach/Fugue/bwv_848/SunY01_infer_match.txt   \n",
       "9             Bach/Fugue/bwv_848/Zhou01_infer_match.txt   \n",
       "10             Bach/Fugue/bwv_854/LuA01_infer_match.txt   \n",
       "11      Bach/Fugue/bwv_854/MiyashitaM01_infer_match.txt   \n",
       "12           Bach/Fugue/bwv_854/Ozaki01_infer_match.txt   \n",
       "13      Bach/Fugue/bwv_854/Richardson01_infer_match.txt   \n",
       "14           Bach/Fugue/bwv_854/WangA01_infer_match.txt   \n",
       "15            Bach/Fugue/bwv_856/LuoJ01_infer_match.txt   \n",
       "16       Bach/Fugue/bwv_857/Bult-ItoS02_infer_match.txt   \n",
       "17             Bach/Fugue/bwv_857/Lan01_infer_match.txt   \n",
       "18        Bach/Fugue/bwv_857/Lisiecki04_infer_match.txt   \n",
       "19             Bach/Fugue/bwv_857/ToA01_infer_match.txt   \n",
       "20           Bach/Fugue/bwv_857/WangA01_infer_match.txt   \n",
       "21             Bach/Fugue/bwv_857/YuP01_infer_match.txt   \n",
       "22             Bach/Fugue/bwv_858/VuV01_infer_match.txt   \n",
       "23           Bach/Fugue/bwv_858/Zhang01_infer_match.txt   \n",
       "24              Bach/Fugue/bwv_860/Ko04_infer_match.txt   \n",
       "25       Bach/Fugue/bwv_860/Nikiforov05_infer_match.txt   \n",
       "26        Bach/Fugue/bwv_860/Tetzloff04_infer_match.txt   \n",
       "27           Bach/Fugue/bwv_860/TuanS01_infer_match.txt   \n",
       "28          Bach/Fugue/bwv_860/YoungS01_infer_match.txt   \n",
       "29          Bach/Fugue/bwv_860/ZhangH04_infer_match.txt   \n",
       "...                                                 ...   \n",
       "1074   Schumann/Kreisleriana/4/ParkJH07_infer_match.txt   \n",
       "1075   Schumann/Kreisleriana/4/Yarden09_infer_match.txt   \n",
       "1076  Schumann/Kreisleriana/5/JohannsonP06_infer_mat...   \n",
       "1077   Schumann/Kreisleriana/5/ParkJH08_infer_match.txt   \n",
       "1078   Schumann/Kreisleriana/5/Yarden09_infer_match.txt   \n",
       "1079  Schumann/Kreisleriana/6/JohannsonP07_infer_mat...   \n",
       "1080   Schumann/Kreisleriana/6/ParkJH09_infer_match.txt   \n",
       "1081   Schumann/Kreisleriana/6/Yarden09_infer_match.txt   \n",
       "1082  Schumann/Kreisleriana/7/JohannsonP08_infer_mat...   \n",
       "1083   Schumann/Kreisleriana/7/ParkJH10_infer_match.txt   \n",
       "1084   Schumann/Kreisleriana/7/Yarden09_infer_match.txt   \n",
       "1085          Schumann/Toccata/BENABD04_infer_match.txt   \n",
       "1086          Schumann/Toccata/BENABD10_infer_match.txt   \n",
       "1087            Schumann/Toccata/Dulu03_infer_match.txt   \n",
       "1088         Schumann/Toccata/DupreeF13_infer_match.txt   \n",
       "1089    Schumann/Toccata_repeat/WangY07_infer_match.txt   \n",
       "1090  Schumann/Toccata_repeat/Zhdanov06_infer_match.txt   \n",
       "1091      Scriabin/Etudes_op_8/11/Shi03_infer_match.txt   \n",
       "1092      Scriabin/Etudes_op_8/11/Shi08_infer_match.txt   \n",
       "1093      Scriabin/Etudes_op_8/11/YeF09_infer_match.txt   \n",
       "1094      Scriabin/Sonatas/5/ChernovA06_infer_match.txt   \n",
       "1095           Scriabin/Sonatas/5/FaB05_infer_match.txt   \n",
       "1096        Scriabin/Sonatas/5/FALIKS06_infer_match.txt   \n",
       "1097    Scriabin/Sonatas/5/GarritsonL06_infer_match.txt   \n",
       "1098            Scriabin/Sonatas/5/Ko07_infer_match.txt   \n",
       "1099            Scriabin/Sonatas/5/Na03_infer_match.txt   \n",
       "1100            Scriabin/Sonatas/5/Na07_infer_match.txt   \n",
       "1101           Scriabin/Sonatas/5/TET02_infer_match.txt   \n",
       "1102     Scriabin/Sonatas/5/Yeletskiy02_infer_match.txt   \n",
       "1103     Scriabin/Sonatas/5/Yeletskiy07_infer_match.txt   \n",
       "\n",
       "                               score_midi_path  \\\n",
       "0          Bach/Fugue/bwv_846/midi_cleaned.mid   \n",
       "1          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "2          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "3          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "4          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "5          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "6          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "7          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "8          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "9          Bach/Fugue/bwv_848/midi_cleaned.mid   \n",
       "10         Bach/Fugue/bwv_854/midi_cleaned.mid   \n",
       "11         Bach/Fugue/bwv_854/midi_cleaned.mid   \n",
       "12         Bach/Fugue/bwv_854/midi_cleaned.mid   \n",
       "13         Bach/Fugue/bwv_854/midi_cleaned.mid   \n",
       "14         Bach/Fugue/bwv_854/midi_cleaned.mid   \n",
       "15         Bach/Fugue/bwv_856/midi_cleaned.mid   \n",
       "16         Bach/Fugue/bwv_857/midi_cleaned.mid   \n",
       "17         Bach/Fugue/bwv_857/midi_cleaned.mid   \n",
       "18         Bach/Fugue/bwv_857/midi_cleaned.mid   \n",
       "19         Bach/Fugue/bwv_857/midi_cleaned.mid   \n",
       "20         Bach/Fugue/bwv_857/midi_cleaned.mid   \n",
       "21         Bach/Fugue/bwv_857/midi_cleaned.mid   \n",
       "22         Bach/Fugue/bwv_858/midi_cleaned.mid   \n",
       "23         Bach/Fugue/bwv_858/midi_cleaned.mid   \n",
       "24         Bach/Fugue/bwv_860/midi_cleaned.mid   \n",
       "25         Bach/Fugue/bwv_860/midi_cleaned.mid   \n",
       "26         Bach/Fugue/bwv_860/midi_cleaned.mid   \n",
       "27         Bach/Fugue/bwv_860/midi_cleaned.mid   \n",
       "28         Bach/Fugue/bwv_860/midi_cleaned.mid   \n",
       "29         Bach/Fugue/bwv_860/midi_cleaned.mid   \n",
       "...                                        ...   \n",
       "1074  Schumann/Kreisleriana/4/midi_cleaned.mid   \n",
       "1075  Schumann/Kreisleriana/4/midi_cleaned.mid   \n",
       "1076  Schumann/Kreisleriana/5/midi_cleaned.mid   \n",
       "1077  Schumann/Kreisleriana/5/midi_cleaned.mid   \n",
       "1078  Schumann/Kreisleriana/5/midi_cleaned.mid   \n",
       "1079  Schumann/Kreisleriana/6/midi_cleaned.mid   \n",
       "1080  Schumann/Kreisleriana/6/midi_cleaned.mid   \n",
       "1081  Schumann/Kreisleriana/6/midi_cleaned.mid   \n",
       "1082  Schumann/Kreisleriana/7/midi_cleaned.mid   \n",
       "1083  Schumann/Kreisleriana/7/midi_cleaned.mid   \n",
       "1084  Schumann/Kreisleriana/7/midi_cleaned.mid   \n",
       "1085         Schumann/Toccata/midi_cleaned.mid   \n",
       "1086         Schumann/Toccata/midi_cleaned.mid   \n",
       "1087         Schumann/Toccata/midi_cleaned.mid   \n",
       "1088         Schumann/Toccata/midi_cleaned.mid   \n",
       "1089  Schumann/Toccata_repeat/midi_cleaned.mid   \n",
       "1090  Schumann/Toccata_repeat/midi_cleaned.mid   \n",
       "1091  Scriabin/Etudes_op_8/11/midi_cleaned.mid   \n",
       "1092  Scriabin/Etudes_op_8/11/midi_cleaned.mid   \n",
       "1093  Scriabin/Etudes_op_8/11/midi_cleaned.mid   \n",
       "1094       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1095       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1096       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1097       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1098       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1099       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1100       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1101       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1102       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "1103       Scriabin/Sonatas/5/midi_cleaned.mid   \n",
       "\n",
       "                                         score_xml_path           title  \n",
       "0          Bach/Fugue/bwv_846/musicxml_cleaned.musicxml   Fugue_bwv_846  \n",
       "1          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "2          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "3          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "4          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "5          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "6          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "7          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "8          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "9          Bach/Fugue/bwv_848/musicxml_cleaned.musicxml   Fugue_bwv_848  \n",
       "10         Bach/Fugue/bwv_854/musicxml_cleaned.musicxml   Fugue_bwv_854  \n",
       "11         Bach/Fugue/bwv_854/musicxml_cleaned.musicxml   Fugue_bwv_854  \n",
       "12         Bach/Fugue/bwv_854/musicxml_cleaned.musicxml   Fugue_bwv_854  \n",
       "13         Bach/Fugue/bwv_854/musicxml_cleaned.musicxml   Fugue_bwv_854  \n",
       "14         Bach/Fugue/bwv_854/musicxml_cleaned.musicxml   Fugue_bwv_854  \n",
       "15         Bach/Fugue/bwv_856/musicxml_cleaned.musicxml   Fugue_bwv_856  \n",
       "16         Bach/Fugue/bwv_857/musicxml_cleaned.musicxml   Fugue_bwv_857  \n",
       "17         Bach/Fugue/bwv_857/musicxml_cleaned.musicxml   Fugue_bwv_857  \n",
       "18         Bach/Fugue/bwv_857/musicxml_cleaned.musicxml   Fugue_bwv_857  \n",
       "19         Bach/Fugue/bwv_857/musicxml_cleaned.musicxml   Fugue_bwv_857  \n",
       "20         Bach/Fugue/bwv_857/musicxml_cleaned.musicxml   Fugue_bwv_857  \n",
       "21         Bach/Fugue/bwv_857/musicxml_cleaned.musicxml   Fugue_bwv_857  \n",
       "22         Bach/Fugue/bwv_858/musicxml_cleaned.musicxml   Fugue_bwv_858  \n",
       "23         Bach/Fugue/bwv_858/musicxml_cleaned.musicxml   Fugue_bwv_858  \n",
       "24         Bach/Fugue/bwv_860/musicxml_cleaned.musicxml   Fugue_bwv_860  \n",
       "25         Bach/Fugue/bwv_860/musicxml_cleaned.musicxml   Fugue_bwv_860  \n",
       "26         Bach/Fugue/bwv_860/musicxml_cleaned.musicxml   Fugue_bwv_860  \n",
       "27         Bach/Fugue/bwv_860/musicxml_cleaned.musicxml   Fugue_bwv_860  \n",
       "28         Bach/Fugue/bwv_860/musicxml_cleaned.musicxml   Fugue_bwv_860  \n",
       "29         Bach/Fugue/bwv_860/musicxml_cleaned.musicxml   Fugue_bwv_860  \n",
       "...                                                 ...             ...  \n",
       "1074  Schumann/Kreisleriana/4/musicxml_cleaned.musicxml  Kreisleriana_4  \n",
       "1075  Schumann/Kreisleriana/4/musicxml_cleaned.musicxml  Kreisleriana_4  \n",
       "1076  Schumann/Kreisleriana/5/musicxml_cleaned.musicxml  Kreisleriana_5  \n",
       "1077  Schumann/Kreisleriana/5/musicxml_cleaned.musicxml  Kreisleriana_5  \n",
       "1078  Schumann/Kreisleriana/5/musicxml_cleaned.musicxml  Kreisleriana_5  \n",
       "1079  Schumann/Kreisleriana/6/musicxml_cleaned.musicxml  Kreisleriana_6  \n",
       "1080  Schumann/Kreisleriana/6/musicxml_cleaned.musicxml  Kreisleriana_6  \n",
       "1081  Schumann/Kreisleriana/6/musicxml_cleaned.musicxml  Kreisleriana_6  \n",
       "1082  Schumann/Kreisleriana/7/musicxml_cleaned.musicxml  Kreisleriana_7  \n",
       "1083  Schumann/Kreisleriana/7/musicxml_cleaned.musicxml  Kreisleriana_7  \n",
       "1084  Schumann/Kreisleriana/7/musicxml_cleaned.musicxml  Kreisleriana_7  \n",
       "1085         Schumann/Toccata/musicxml_cleaned.musicxml         Toccata  \n",
       "1086         Schumann/Toccata/musicxml_cleaned.musicxml         Toccata  \n",
       "1087         Schumann/Toccata/musicxml_cleaned.musicxml         Toccata  \n",
       "1088         Schumann/Toccata/musicxml_cleaned.musicxml         Toccata  \n",
       "1089  Schumann/Toccata_repeat/musicxml_cleaned.musicxml  Toccata_repeat  \n",
       "1090  Schumann/Toccata_repeat/musicxml_cleaned.musicxml  Toccata_repeat  \n",
       "1091  Scriabin/Etudes_op_8/11/musicxml_cleaned.musicxml  Etudes_op_8_11  \n",
       "1092  Scriabin/Etudes_op_8/11/musicxml_cleaned.musicxml  Etudes_op_8_11  \n",
       "1093  Scriabin/Etudes_op_8/11/musicxml_cleaned.musicxml  Etudes_op_8_11  \n",
       "1094       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1095       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1096       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1097       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1098       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1099       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1100       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1101       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1102       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "1103       Scriabin/Sonatas/5/musicxml_cleaned.musicxml       Sonatas_5  \n",
       "\n",
       "[1104 rows x 9 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_pickle(\"performance_dataframe.pkl\")\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bach"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing opus Bach/Fugue/bwv_846\n",
      "missing corrispondency at quant time 2.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_848\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_854\n",
      "missing corrispondency at quant time 1.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_854\n",
      "missing corrispondency at quant time 1.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_854\n",
      "missing corrispondency at quant time 1.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_854\n",
      "missing corrispondency at quant time 1.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_854\n",
      "missing corrispondency at quant time 1.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_856\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_857\n",
      "missing corrispondency at quant time 5.5\n",
      "missing corrispondency at quant time 12.0\n",
      "missing corrispondency at quant time 17.5\n",
      "missing corrispondency at quant time 113.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_857\n",
      "missing corrispondency at quant time 5.5\n",
      "missing corrispondency at quant time 12.0\n",
      "missing corrispondency at quant time 113.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_857\n",
      "missing corrispondency at quant time 5.5\n",
      "missing corrispondency at quant time 11.5\n",
      "missing corrispondency at quant time 113.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_857\n",
      "missing corrispondency at quant time 5.5\n",
      "missing corrispondency at quant time 12.0\n",
      "missing corrispondency at quant time 113.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_857\n",
      "missing corrispondency at quant time 5.5\n",
      "missing corrispondency at quant time 113.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_857\n",
      "missing corrispondency at quant time 5.5\n",
      "missing corrispondency at quant time 12.0\n",
      "missing corrispondency at quant time 113.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_858\n",
      "missing corrispondency at quant time 2.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_858\n",
      "missing corrispondency at quant time 2.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_860\n",
      "missing corrispondency at quant time 94.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_860\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_860\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_860\n",
      "missing corrispondency at quant time 96.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_860\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_860\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_862\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_863\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_863\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_863\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_864\n",
      "missing corrispondency at quant time 0.75\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_865\n",
      "missing corrispondency at quant time 3.5\n",
      "missing corrispondency at quant time 158.5\n",
      "missing corrispondency at quant time 163.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_865\n",
      "missing corrispondency at quant time 3.5\n",
      "missing corrispondency at quant time 158.5\n",
      "missing corrispondency at quant time 163.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_865\n",
      "missing corrispondency at quant time 3.5\n",
      "missing corrispondency at quant time 158.5\n",
      "missing corrispondency at quant time 163.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_866\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_867\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_867\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_868\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 3.5\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_870\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_870\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_870\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_873\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_873\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_874\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_874\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_874\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_875\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_875\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_876\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 5.0\n",
      "missing corrispondency at quant time 9.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_876\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 5.0\n",
      "missing corrispondency at quant time 9.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_880\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_880\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_880\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_883\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 5.0\n",
      "missing corrispondency at quant time 12.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_883\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 12.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_883\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 5.0\n",
      "missing corrispondency at quant time 11.5\n",
      "missing corrispondency at quant time 12.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_883\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 11.5\n",
      "missing corrispondency at quant time 12.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_883\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 5.5\n",
      "missing corrispondency at quant time 12.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_883\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 3.0\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 5.0\n",
      "missing corrispondency at quant time 11.5\n",
      "missing corrispondency at quant time 12.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_884\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_885\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 108.5\n",
      "missing corrispondency at quant time 109.5\n",
      "missing corrispondency at quant time 116.0\n",
      "missing corrispondency at quant time 117.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_885\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 108.5\n",
      "missing corrispondency at quant time 109.5\n",
      "missing corrispondency at quant time 116.0\n",
      "missing corrispondency at quant time 117.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_885\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 108.5\n",
      "missing corrispondency at quant time 109.5\n",
      "missing corrispondency at quant time 116.0\n",
      "missing corrispondency at quant time 117.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_885\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 108.5\n",
      "missing corrispondency at quant time 109.5\n",
      "missing corrispondency at quant time 116.0\n",
      "missing corrispondency at quant time 117.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_885\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 108.5\n",
      "missing corrispondency at quant time 109.5\n",
      "missing corrispondency at quant time 116.0\n",
      "missing corrispondency at quant time 117.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_885\n",
      "missing corrispondency at quant time 1.0\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 4.0\n",
      "missing corrispondency at quant time 108.5\n",
      "missing corrispondency at quant time 109.5\n",
      "missing corrispondency at quant time 116.0\n",
      "missing corrispondency at quant time 117.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "done\n",
      "Processing opus Bach/Fugue/bwv_887\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_888\n",
      "missing corrispondency at quant time 1.5\n",
      "missing corrispondency at quant time 2.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_889\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_889\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_889\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_889\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_889\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_889\n",
      "missing corrispondency at quant time 2.5\n",
      "missing corrispondency at quant time 3.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_891\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 5.0\n",
      "missing corrispondency at quant time 10.0\n",
      "missing corrispondency at quant time 271.0\n",
      "missing corrispondency at quant time 272.0\n",
      "missing corrispondency at quant time 273.0\n",
      "missing corrispondency at quant time 276.0\n",
      "missing corrispondency at quant time 278.0\n",
      "missing corrispondency at quant time 280.0\n",
      "missing corrispondency at quant time 281.0\n",
      "missing corrispondency at quant time 282.0\n",
      "missing corrispondency at quant time 283.0\n",
      "missing corrispondency at quant time 284.0\n",
      "missing corrispondency at quant time 294.0\n",
      "missing corrispondency at quant time 295.0\n",
      "missing corrispondency at quant time 296.0\n",
      "missing corrispondency at quant time 297.0\n",
      "missing corrispondency at quant time 298.0\n",
      "missing corrispondency at quant time 299.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_891\n",
      "missing corrispondency at quant time 2.0\n",
      "missing corrispondency at quant time 5.0\n",
      "missing corrispondency at quant time 10.0\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_892\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_892\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_893\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_893\n",
      "done\n",
      "Processing opus Bach/Fugue/bwv_893\n",
      "done\n",
      "Processing opus Bach/Italian_concerto\n",
      "done\n",
      "Processing opus Bach/Italian_concerto\n",
      "missing corrispondency at quant time 96.25\n",
      "done\n",
      "Processing opus Bach/Italian_concerto\n",
      "missing corrispondency at quant time 178.75\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_846\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_848\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_854\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_854\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_854\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_854\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_854\n",
      "missing corrispondency at quant time 68.25\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_856\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_857\n",
      "missing corrispondency at quant time 4.0\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_857\n",
      "missing corrispondency at quant time 20.0\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_857\n",
      "missing corrispondency at quant time 19.0\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_857\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_857\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_857\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_858\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_858\n",
      "missing corrispondency at quant time 18.75\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_860\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_860\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_860\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_860\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_860\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_860\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_862\n",
      "missing corrispondency at quant time 60.5\n",
      "missing corrispondency at quant time 62.0\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_863\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_863\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_863\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_864\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_865\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_865\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_865\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_866\n",
      "missing corrispondency at quant time 21.5\n",
      "missing corrispondency at quant time 25.5\n",
      "missing corrispondency at quant time 30.5\n",
      "missing corrispondency at quant time 34.5\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_867\n",
      "missing corrispondency at quant time 43.5\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_867\n",
      "missing corrispondency at quant time 43.5\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_868\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_870\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_870\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_870\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_873\n",
      "missing corrispondency at quant time 31.5\n",
      "missing corrispondency at quant time 42.0\n",
      "missing corrispondency at quant time 58.5\n",
      "missing corrispondency at quant time 89.25\n",
      "missing corrispondency at quant time 111.75\n",
      "missing corrispondency at quant time 123.0\n",
      "missing corrispondency at quant time 132.75\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_873\n",
      "missing corrispondency at quant time 31.5\n",
      "missing corrispondency at quant time 42.0\n",
      "missing corrispondency at quant time 89.25\n",
      "missing corrispondency at quant time 111.75\n",
      "missing corrispondency at quant time 123.0\n",
      "missing corrispondency at quant time 132.75\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_874\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_874\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_874\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_875\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_875\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_875\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_876\n",
      "missing corrispondency at quant time 149.25\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_876\n",
      "missing corrispondency at quant time 149.25\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_880\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_880\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_880\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_883\n",
      "missing corrispondency at quant time 42.5\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_883\n",
      "missing corrispondency at quant time 0.0\n",
      "missing corrispondency at quant time 42.5\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_883\n",
      "missing corrispondency at quant time 42.5\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_883\n",
      "missing corrispondency at quant time 42.5\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_884\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_885\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_885\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_885\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_885\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_885\n",
      "missing corrispondency at quant time 49.999984999999995\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_885\n",
      "missing corrispondency at quant time 49.999984999999995\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_887\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_888\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_889\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_889\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_889\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_889\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_889\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_889\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_891\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_891\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_892\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_892\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_893\n",
      "missing corrispondency at quant time 55.00004400000004\n",
      "missing corrispondency at quant time 58.33338000000004\n",
      "missing corrispondency at quant time 94.16674199999979\n",
      "missing corrispondency at quant time 102.50008199999976\n",
      "missing corrispondency at quant time 104.16674999999974\n",
      "missing corrispondency at quant time 105.83341799999971\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_893\n",
      "missing corrispondency at quant time 94.16674199999979\n",
      "missing corrispondency at quant time 102.50008199999976\n",
      "missing corrispondency at quant time 104.16674999999974\n",
      "missing corrispondency at quant time 105.83341799999971\n",
      "done\n",
      "Processing opus Bach/Prelude/bwv_893\n",
      "missing corrispondency at quant time 51.666708000000035\n",
      "missing corrispondency at quant time 94.16674199999979\n",
      "missing corrispondency at quant time 102.50008199999976\n",
      "missing corrispondency at quant time 104.16674999999974\n",
      "missing corrispondency at quant time 105.83341799999971\n",
      "done\n"
     ]
    }
   ],
   "source": [
    "bach_df = df[df[\"author\"]== \"Bach\"]\n",
    "warnings = bach_df.apply(perform_row_to_annotations, axis = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0      True\n",
       "10     True\n",
       "11     True\n",
       "12     True\n",
       "13     True\n",
       "14     True\n",
       "16     True\n",
       "17     True\n",
       "18     True\n",
       "19     True\n",
       "20     True\n",
       "21     True\n",
       "22     True\n",
       "23     True\n",
       "24     True\n",
       "27     True\n",
       "34     True\n",
       "35     True\n",
       "36     True\n",
       "37     True\n",
       "39     True\n",
       "40     True\n",
       "41     True\n",
       "42     True\n",
       "43     True\n",
       "44     True\n",
       "47     True\n",
       "48     True\n",
       "49     True\n",
       "50     True\n",
       "       ... \n",
       "74     True\n",
       "75     True\n",
       "76     True\n",
       "77     True\n",
       "78     True\n",
       "79     True\n",
       "86     True\n",
       "87     True\n",
       "102    True\n",
       "104    True\n",
       "105    True\n",
       "106    True\n",
       "111    True\n",
       "118    True\n",
       "126    True\n",
       "127    True\n",
       "128    True\n",
       "133    True\n",
       "134    True\n",
       "141    True\n",
       "142    True\n",
       "146    True\n",
       "147    True\n",
       "148    True\n",
       "149    True\n",
       "155    True\n",
       "156    True\n",
       "169    True\n",
       "170    True\n",
       "171    True\n",
       "Length: 78, dtype: bool"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "warnings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# create and save as excel for collaboration\n",
    "bach_df_excel = bach_df[[\"author\",\"folder\",\"performer\"]].copy()\n",
    "bach_df_excel[\"done\"] = [not e for e in list(warnings)]\n",
    "bach_df_excel\n",
    "\n",
    "# uncomment the following to write the file\n",
    "bach_df_excel.to_excel(\"performance_bach.xlsx\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create for a single song"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>author</th>\n",
       "      <th>folder</th>\n",
       "      <th>midi2midi_alignment_path</th>\n",
       "      <th>performed_midi_path</th>\n",
       "      <th>performer</th>\n",
       "      <th>score2midi_alignment</th>\n",
       "      <th>score_midi_path</th>\n",
       "      <th>score_xml_path</th>\n",
       "      <th>title</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Prelude/bwv_883</td>\n",
       "      <td>Bach/Prelude/bwv_883/GuoE01_infer_corresp.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/GuoE01.mid</td>\n",
       "      <td>GuoE01</td>\n",
       "      <td>Bach/Prelude/bwv_883/GuoE01_infer_match.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/midi_cleaned.mid</td>\n",
       "      <td>Bach/Prelude/bwv_883/musicxml_cleaned.musicxml</td>\n",
       "      <td>Prelude_bwv_883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Prelude/bwv_883</td>\n",
       "      <td>Bach/Prelude/bwv_883/Herbert02_infer_corresp.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/Herbert02.mid</td>\n",
       "      <td>Herbert02</td>\n",
       "      <td>Bach/Prelude/bwv_883/Herbert02_infer_match.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/midi_cleaned.mid</td>\n",
       "      <td>Bach/Prelude/bwv_883/musicxml_cleaned.musicxml</td>\n",
       "      <td>Prelude_bwv_883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Prelude/bwv_883</td>\n",
       "      <td>Bach/Prelude/bwv_883/Lim01_infer_corresp.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/Lim01.mid</td>\n",
       "      <td>Lim01</td>\n",
       "      <td>Bach/Prelude/bwv_883/Lim01_infer_match.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/midi_cleaned.mid</td>\n",
       "      <td>Bach/Prelude/bwv_883/musicxml_cleaned.musicxml</td>\n",
       "      <td>Prelude_bwv_883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Bach</td>\n",
       "      <td>Bach/Prelude/bwv_883</td>\n",
       "      <td>Bach/Prelude/bwv_883/LuM01_infer_corresp.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/LuM01.mid</td>\n",
       "      <td>LuM01</td>\n",
       "      <td>Bach/Prelude/bwv_883/LuM01_infer_match.txt</td>\n",
       "      <td>Bach/Prelude/bwv_883/midi_cleaned.mid</td>\n",
       "      <td>Bach/Prelude/bwv_883/musicxml_cleaned.musicxml</td>\n",
       "      <td>Prelude_bwv_883</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    author                folder  \\\n",
       "146   Bach  Bach/Prelude/bwv_883   \n",
       "147   Bach  Bach/Prelude/bwv_883   \n",
       "148   Bach  Bach/Prelude/bwv_883   \n",
       "149   Bach  Bach/Prelude/bwv_883   \n",
       "\n",
       "                             midi2midi_alignment_path  \\\n",
       "146     Bach/Prelude/bwv_883/GuoE01_infer_corresp.txt   \n",
       "147  Bach/Prelude/bwv_883/Herbert02_infer_corresp.txt   \n",
       "148      Bach/Prelude/bwv_883/Lim01_infer_corresp.txt   \n",
       "149      Bach/Prelude/bwv_883/LuM01_infer_corresp.txt   \n",
       "\n",
       "                    performed_midi_path  performer  \\\n",
       "146     Bach/Prelude/bwv_883/GuoE01.mid     GuoE01   \n",
       "147  Bach/Prelude/bwv_883/Herbert02.mid  Herbert02   \n",
       "148      Bach/Prelude/bwv_883/Lim01.mid      Lim01   \n",
       "149      Bach/Prelude/bwv_883/LuM01.mid      LuM01   \n",
       "\n",
       "                               score2midi_alignment  \\\n",
       "146     Bach/Prelude/bwv_883/GuoE01_infer_match.txt   \n",
       "147  Bach/Prelude/bwv_883/Herbert02_infer_match.txt   \n",
       "148      Bach/Prelude/bwv_883/Lim01_infer_match.txt   \n",
       "149      Bach/Prelude/bwv_883/LuM01_infer_match.txt   \n",
       "\n",
       "                           score_midi_path  \\\n",
       "146  Bach/Prelude/bwv_883/midi_cleaned.mid   \n",
       "147  Bach/Prelude/bwv_883/midi_cleaned.mid   \n",
       "148  Bach/Prelude/bwv_883/midi_cleaned.mid   \n",
       "149  Bach/Prelude/bwv_883/midi_cleaned.mid   \n",
       "\n",
       "                                     score_xml_path            title  \n",
       "146  Bach/Prelude/bwv_883/musicxml_cleaned.musicxml  Prelude_bwv_883  \n",
       "147  Bach/Prelude/bwv_883/musicxml_cleaned.musicxml  Prelude_bwv_883  \n",
       "148  Bach/Prelude/bwv_883/musicxml_cleaned.musicxml  Prelude_bwv_883  \n",
       "149  Bach/Prelude/bwv_883/musicxml_cleaned.musicxml  Prelude_bwv_883  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df[\"folder\"]== \"Bach/Prelude/bwv_883\"] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "author                                                                  Bach\n",
      "folder                                                  Bach/Prelude/bwv_883\n",
      "midi2midi_alignment_path    Bach/Prelude/bwv_883/Herbert02_infer_corresp.txt\n",
      "performed_midi_path                       Bach/Prelude/bwv_883/Herbert02.mid\n",
      "performer                                                          Herbert02\n",
      "score2midi_alignment          Bach/Prelude/bwv_883/Herbert02_infer_match.txt\n",
      "score_midi_path                        Bach/Prelude/bwv_883/midi_cleaned.mid\n",
      "score_xml_path                Bach/Prelude/bwv_883/musicxml_cleaned.musicxml\n",
      "title                                                        Prelude_bwv_883\n",
      "Name: 147, dtype: object\n",
      "Processing opus Bach/Prelude/bwv_883\n",
      "missing corrispondency at quant time 0.0\n",
      "missing corrispondency at quant time 42.5\n",
      "ind 1\n",
      "filling index 0 with number 0\n",
      "annotations cleaned:  {0: 'dbW', 0.516026: 'b', 2.053955: 'b', 3.550933333333333: 'db', 5.078: 'b', 6.603105: 'b', 8.024045000000001: 'db', 9.597233333333334: 'b', 11.1681: 'b', 12.809833333333335: 'db', 14.481133333333334: 'b', 16.0732: 'b', 17.5353: 'db', 19.07425: 'b', 20.5406: 'b', 21.8462: 'db', 23.171: 'b', 24.55185: 'b', 26.4984: 'db', 28.1955: 'b', 29.6592: 'b', 31.1982: 'db', 32.7826: 'b', 34.24575: 'b', 35.5823: 'db', 37.317899999999995: 'b', 38.849900000000005: 'b', 40.33765: 'db', 41.8141: 'b', 43.33925: 'b', 44.8398: 'db', 46.359: 'b', 47.9333: 'b', 49.513400000000004: 'db', 51.1325: 'b', 52.632000000000005: 'b', 54.08089999999999: 'db', 55.5663: 'b', 57.0038: 'b', 58.3793: 'db', 59.9199: 'b', 61.3238: 'b', 62.7896: 'db', 64.26554999999999: 'b', 65.61545: 'b', 67.08765: 'db', 68.6892: 'b', 70.1486: 'b', 71.62825000000001: 'db', 73.0914: 'b', 74.56895: 'b', 76.0855: 'db', 77.51185: 'b', 78.98515: 'b', 80.48140000000001: 'db', 81.94295: 'b', 83.4114: 'b', 84.89999999999999: 'db', 86.40875: 'b', 87.86545: 'b', 89.4039: 'db', 90.8398: 'b', 92.30725: 'b', 93.85196666666667: 'db', 95.36796666666667: 'b', 96.87259999999999: 'b', 98.33179999999999: 'db', 99.7202: 'b', 101.11399999999999: 'b', 102.60366666666665: 'db', 104.13833333333334: 'b', 105.62: 'b', 107.089: 'db', 108.495: 'b', 109.93350000000001: 'b', 111.46449999999999: 'db', 112.9805: 'b', 114.428: 'b', 115.96866666666666: 'db', 117.486: 'b', 118.97200000000001: 'b', 120.714: 'db', 122.339: 'b', 123.97266666666667: 'b', 125.98049999999999: 'db', 128.13725: 'bW', 130.29399999999998: 'b', 132.1115: 'db', 133.733: 'b', 135.3075: 'b', 136.82366666666667: 'db', 138.375: 'b', 139.8305: 'b', 141.231: 'db', 142.8: 'b', 144.31966666666665: 'b', 145.879: 'db', 147.35766666666666: 'b', 148.87666666666667: 'b', 150.44766666666666: 'db', 152.039: 'b', 153.49333333333334: 'b', 154.905: 'db', 156.238: 'b', 157.62966666666668: 'b', 159.144: 'db', 160.7135: 'b', 162.21300000000002: 'b', 163.66166666666666: 'db', 165.0235: 'b', 166.3865: 'b', 167.81733333333332: 'db', 169.28566666666666: 'b', 170.721: 'b', 172.20399999999998: 'db', 173.59550000000002: 'b', 175.0025: 'b', 176.49: 'db', 177.9435: 'b', 179.34: 'b', 181.017: 'db', 182.6206666666667: 'b', 184.058: 'b', 185.49: 'db', 186.96550000000002: 'b', 188.783: 'b', 192.08766666666665: 'db'}\n",
      "db: [0, 3.550933333333333, 8.024045000000001, 12.809833333333335, 17.5353, 21.8462, 26.4984, 31.1982, 35.5823, 40.33765, 44.8398, 49.513400000000004, 54.08089999999999, 58.3793, 62.7896, 67.08765, 71.62825000000001, 76.0855, 80.48140000000001, 84.89999999999999, 89.4039, 93.85196666666667, 98.33179999999999, 102.60366666666665, 107.089, 111.46449999999999, 115.96866666666666, 120.714, 125.98049999999999, 132.1115, 136.82366666666667, 141.231, 145.879, 150.44766666666666, 154.905, 159.144, 163.66166666666666, 167.81733333333332, 172.20399999999998, 176.49, 181.017, 185.49, 192.08766666666665]\n",
      "done\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'True'"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "song = df.iloc[147]\n",
    "print(song)\n",
    "perform_row_to_annotations(song)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
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