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Building Features and Fixing Dataset
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@reynardo-tjhin
reynardo-tjhin committed Aug 1, 2023
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4 changes: 4 additions & 0 deletions Makefile
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@@ -1,3 +1,7 @@
features:
cd src/features; \
python3 build_audio_features.py

data:
cd src/data; \
python3 make_dataset.py
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42 changes: 21 additions & 21 deletions dataset.csv
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@@ -1,21 +1,21 @@
audio_name,clap_start,clap_end,music_start,music_end,end_clap_start,audio_end
audio0,0,11,32,2551,2553,2607.16
audio1,0,22,34,2418,2419,2451.75
audio2,0,17,41,2423,2424,2488.09
audio3,0,15,35,2017,2018,2096.62
audio4,0,5,13,2128,2129,2191.2
audio5,34,49,60,2480,2481,2554.71
audio6,5,40,49,2180,2182,2190.18
audio7,0,16,20,1712,1714,1767.36
audio8,0,16,31,1947,1948,2048.23
audio9,15,21,32,1665,1667,1847.66
audio10,0,30,64,1992,1994,2062.28
audio11,0,32,55,2390,2391,2432.45
audio12,0,14,30,2262,2264,2288.93
audio13,3,10,12,3970,3974,4048.86
audio14,0,35,38,384,386,398.8
audio15,0,19,30,1557,1558,1579.77
audio16,16,48,57,1984,1985,2080.37
audio17,0,31,41,2399,2401,2432.85
audio18,0,20,41,1990,1994,2072.06
audio19,0,26,44,1660,1662,1681.57
audio_name,clap_start,clap_end,music_start,music_end,end_clap_start,end_clap_end,audio_end
audio0,0,11,32,2551,2553,2602,2607.16
audio1,0,22,34,2418,2419,2451.75,2451.75
audio2,0,17,41,2423,2424,2488.09,2488.09
audio3,0,15,35,2017,2018,2096.62,2096.62
audio4,0,5,13,2128,2129,2191.2,2191.2
audio5,34,49,60,2480,2481,2547,2554.71
audio6,5,40,49,2180,2182,2189.5,2190.18
audio7,0,16,20,1712,1714,1767.36,1767.36
audio8,0,16,31,1947,1948,2048.23,2048.23
audio9,15,21,32,1665,1667,1847.66,1847.66
audio10,0,30,64,1992,1994,2061,2062.28
audio11,0,32,55,2390,2391,2431,2432.45
audio12,0,14,30,2262,2264,2288.93,2288.93
audio13,3,10,12,3970,3974,4043,4048.86
audio14,0,35,38,384,386,398.8,398.8
audio15,0,19,30,1557,1558,1579.77,1579.77
audio16,16,48,57,1984,1985,2059,2080.37
audio17,0,31,41,2399,2401,2432.85,2432.85
audio18,0,20,41,1990,1994,2072.06,2072.06
audio19,0,26,44,1660,1662,1681.57,1681.57
71 changes: 46 additions & 25 deletions notebooks/data-display.ipynb
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Expand Up @@ -11,7 +11,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 6,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -41,6 +41,7 @@
" <th>music_start</th>\n",
" <th>music_end</th>\n",
" <th>end_clap_start</th>\n",
" <th>end_clap_end</th>\n",
" <th>audio_end</th>\n",
" </tr>\n",
" </thead>\n",
Expand All @@ -53,6 +54,7 @@
" <td>32</td>\n",
" <td>2551</td>\n",
" <td>2553</td>\n",
" <td>2602.00</td>\n",
" <td>2607.16</td>\n",
" </tr>\n",
" <tr>\n",
Expand All @@ -64,6 +66,7 @@
" <td>2418</td>\n",
" <td>2419</td>\n",
" <td>2451.75</td>\n",
" <td>2451.75</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
Expand All @@ -74,6 +77,7 @@
" <td>2423</td>\n",
" <td>2424</td>\n",
" <td>2488.09</td>\n",
" <td>2488.09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
Expand All @@ -84,6 +88,7 @@
" <td>2017</td>\n",
" <td>2018</td>\n",
" <td>2096.62</td>\n",
" <td>2096.62</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
Expand All @@ -94,6 +99,7 @@
" <td>2128</td>\n",
" <td>2129</td>\n",
" <td>2191.20</td>\n",
" <td>2191.20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
Expand All @@ -103,6 +109,7 @@
" <td>60</td>\n",
" <td>2480</td>\n",
" <td>2481</td>\n",
" <td>2547.00</td>\n",
" <td>2554.71</td>\n",
" </tr>\n",
" <tr>\n",
Expand All @@ -113,6 +120,7 @@
" <td>49</td>\n",
" <td>2180</td>\n",
" <td>2182</td>\n",
" <td>2189.50</td>\n",
" <td>2190.18</td>\n",
" </tr>\n",
" <tr>\n",
Expand All @@ -124,6 +132,7 @@
" <td>1712</td>\n",
" <td>1714</td>\n",
" <td>1767.36</td>\n",
" <td>1767.36</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
Expand All @@ -134,6 +143,7 @@
" <td>1947</td>\n",
" <td>1948</td>\n",
" <td>2048.23</td>\n",
" <td>2048.23</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
Expand All @@ -144,6 +154,7 @@
" <td>1665</td>\n",
" <td>1667</td>\n",
" <td>1847.66</td>\n",
" <td>1847.66</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
Expand All @@ -153,6 +164,7 @@
" <td>64</td>\n",
" <td>1992</td>\n",
" <td>1994</td>\n",
" <td>2061.00</td>\n",
" <td>2062.28</td>\n",
" </tr>\n",
" <tr>\n",
Expand All @@ -163,6 +175,7 @@
" <td>55</td>\n",
" <td>2390</td>\n",
" <td>2391</td>\n",
" <td>2431.00</td>\n",
" <td>2432.45</td>\n",
" </tr>\n",
" <tr>\n",
Expand All @@ -174,6 +187,7 @@
" <td>2262</td>\n",
" <td>2264</td>\n",
" <td>2288.93</td>\n",
" <td>2288.93</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
Expand All @@ -183,6 +197,7 @@
" <td>12</td>\n",
" <td>3970</td>\n",
" <td>3974</td>\n",
" <td>4043.00</td>\n",
" <td>4048.86</td>\n",
" </tr>\n",
" <tr>\n",
Expand All @@ -194,6 +209,7 @@
" <td>384</td>\n",
" <td>386</td>\n",
" <td>398.80</td>\n",
" <td>398.80</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
Expand All @@ -204,6 +220,7 @@
" <td>1557</td>\n",
" <td>1558</td>\n",
" <td>1579.77</td>\n",
" <td>1579.77</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
Expand All @@ -213,6 +230,7 @@
" <td>57</td>\n",
" <td>1984</td>\n",
" <td>1985</td>\n",
" <td>2059.00</td>\n",
" <td>2080.37</td>\n",
" </tr>\n",
" <tr>\n",
Expand All @@ -224,6 +242,7 @@
" <td>2399</td>\n",
" <td>2401</td>\n",
" <td>2432.85</td>\n",
" <td>2432.85</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
Expand All @@ -234,6 +253,7 @@
" <td>1990</td>\n",
" <td>1994</td>\n",
" <td>2072.06</td>\n",
" <td>2072.06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
Expand All @@ -244,6 +264,7 @@
" <td>1660</td>\n",
" <td>1662</td>\n",
" <td>1681.57</td>\n",
" <td>1681.57</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
Expand Down Expand Up @@ -272,30 +293,30 @@
"18 audio18 0 20 41 1990 1994 \n",
"19 audio19 0 26 44 1660 1662 \n",
"\n",
" audio_end \n",
"0 2607.16 \n",
"1 2451.75 \n",
"2 2488.09 \n",
"3 2096.62 \n",
"4 2191.20 \n",
"5 2554.71 \n",
"6 2190.18 \n",
"7 1767.36 \n",
"8 2048.23 \n",
"9 1847.66 \n",
"10 2062.28 \n",
"11 2432.45 \n",
"12 2288.93 \n",
"13 4048.86 \n",
"14 398.80 \n",
"15 1579.77 \n",
"16 2080.37 \n",
"17 2432.85 \n",
"18 2072.06 \n",
"19 1681.57 "
" end_clap_end audio_end \n",
"0 2602.00 2607.16 \n",
"1 2451.75 2451.75 \n",
"2 2488.09 2488.09 \n",
"3 2096.62 2096.62 \n",
"4 2191.20 2191.20 \n",
"5 2547.00 2554.71 \n",
"6 2189.50 2190.18 \n",
"7 1767.36 1767.36 \n",
"8 2048.23 2048.23 \n",
"9 1847.66 1847.66 \n",
"10 2061.00 2062.28 \n",
"11 2431.00 2432.45 \n",
"12 2288.93 2288.93 \n",
"13 4043.00 4048.86 \n",
"14 398.80 398.80 \n",
"15 1579.77 1579.77 \n",
"16 2059.00 2080.37 \n",
"17 2432.85 2432.85 \n",
"18 2072.06 2072.06 \n",
"19 1681.57 1681.57 "
]
},
"execution_count": 3,
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -308,7 +329,7 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 5,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -487,7 +508,7 @@
"19 https://www.youtube.com/watch?v=hXTyxNccdjM "
]
},
"execution_count": 4,
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
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13 changes: 7 additions & 6 deletions notebooks/display.ipynb
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2 changes: 2 additions & 0 deletions notebooks/test.csv
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rms
2
45 changes: 45 additions & 0 deletions notebooks/test.ipynb
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{
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"df = pd.DataFrame({\n",
" 'rms': []\n",
"})\n",
"\n",
"df.loc[len(df)] = 2\n",
"\n",
"df.reset_index(drop=True)\n",
"\n",
"df.to_csv(\"./test.csv\", index=False)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
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6 changes: 5 additions & 1 deletion src/data/make_dataset.py
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Expand Up @@ -127,6 +127,8 @@ def split(start: int, end: int, audio_name="/path/to/sample", audio_result_name=
clap_end_time = data.loc[i, 'clap_end'] * 1000
while (clap_start_time + duration < clap_end_time):

# print(f"{j}.wav is from {audio}.mp3")

if (os.path.exists("data/yes/" + f"{j}.wav")):
clap_start_time += duration
j += 1
Expand All @@ -146,9 +148,11 @@ def split(start: int, end: int, audio_name="/path/to/sample", audio_result_name=

# clapping after performance
end_clap_time = data.loc[i, 'end_clap_start'] * 1000
audio_end_time = data.loc[i, 'audio_end'] * 1000
audio_end_time = data.loc[i, 'end_clap_end'] * 1000
while (end_clap_time + duration < audio_end_time):

# print(f"{j}.wav is from {audio}.mp3")

if (os.path.exists("data/yes/" + f"{j}.wav")):
end_clap_time += duration
j += 1
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