Skip to content

Commit

Permalink
Added papers, scripts and notebooks
Browse files Browse the repository at this point in the history
  • Loading branch information
@Ananyapam7
Ananyapam7 committed Feb 6, 2022
1 parent b371eca commit 3678880
Show file tree
Hide file tree
Showing 5 changed files with 19,506 additions and 0 deletions.
241 changes: 241 additions & 0 deletions Notebooks/pre-processing.ipynb
View file
Original file line number Diff line number Diff line change
@@ -0,0 +1,241 @@
{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"id": "0e71a5ba",
"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>Unnamed: 0</th>\n",
" <th>Train_filename</th>\n",
" <th>Gen_filename</th>\n",
" <th>Train_duration</th>\n",
" <th>Gen_duration</th>\n",
" <th>Difference</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>b-4_151-300_163.wav</td>\n",
" <td>VTTS_b-4_151-300_163.wav</td>\n",
" <td>4060</td>\n",
" <td>3587</td>\n",
" <td>473</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>b-3_5639-5744_5658.wav</td>\n",
" <td>VTTS_b-3_5639-5744_5658.wav</td>\n",
" <td>7140</td>\n",
" <td>5550</td>\n",
" <td>1590</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>b-3_6016-6115_6028.wav</td>\n",
" <td>VTTS_b-3_6016-6115_6028.wav</td>\n",
" <td>6620</td>\n",
" <td>5921</td>\n",
" <td>699</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>b-4_2000-5164_3435.wav</td>\n",
" <td>VTTS_b-4_2000-5164_3435.wav</td>\n",
" <td>4113</td>\n",
" <td>3947</td>\n",
" <td>166</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>b-3_4607-5008_4801.wav</td>\n",
" <td>VTTS_b-3_4607-5008_4801.wav</td>\n",
" <td>3770</td>\n",
" <td>4098</td>\n",
" <td>-328</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",
" </tr>\n",
" <tr>\n",
" <th>19176</th>\n",
" <td>19176</td>\n",
" <td>b-2_1903-2038_1988.wav</td>\n",
" <td>VTTS_b-2_1903-2038_1988.wav</td>\n",
" <td>1750</td>\n",
" <td>1602</td>\n",
" <td>148</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19177</th>\n",
" <td>19177</td>\n",
" <td>b-1_3834-3934_3909.wav</td>\n",
" <td>VTTS_b-1_3834-3934_3909.wav</td>\n",
" <td>1320</td>\n",
" <td>1335</td>\n",
" <td>-15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19178</th>\n",
" <td>19178</td>\n",
" <td>b-4_2000-5164_4029.wav</td>\n",
" <td>VTTS_b-4_2000-5164_4029.wav</td>\n",
" <td>7392</td>\n",
" <td>7860</td>\n",
" <td>-468</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19179</th>\n",
" <td>19179</td>\n",
" <td>b-2_917-1018_923.wav</td>\n",
" <td>VTTS_b-2_917-1018_923.wav</td>\n",
" <td>3340</td>\n",
" <td>3204</td>\n",
" <td>136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19180</th>\n",
" <td>19180</td>\n",
" <td>b-3_3803-3888_3854.wav</td>\n",
" <td>VTTS_b-3_3803-3888_3854.wav</td>\n",
" <td>4640</td>\n",
" <td>4389</td>\n",
" <td>251</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>19181 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" Unnamed: 0 Train_filename Gen_filename \\\n",
"0 0 b-4_151-300_163.wav VTTS_b-4_151-300_163.wav \n",
"1 1 b-3_5639-5744_5658.wav VTTS_b-3_5639-5744_5658.wav \n",
"2 2 b-3_6016-6115_6028.wav VTTS_b-3_6016-6115_6028.wav \n",
"3 3 b-4_2000-5164_3435.wav VTTS_b-4_2000-5164_3435.wav \n",
"4 4 b-3_4607-5008_4801.wav VTTS_b-3_4607-5008_4801.wav \n",
"... ... ... ... \n",
"19176 19176 b-2_1903-2038_1988.wav VTTS_b-2_1903-2038_1988.wav \n",
"19177 19177 b-1_3834-3934_3909.wav VTTS_b-1_3834-3934_3909.wav \n",
"19178 19178 b-4_2000-5164_4029.wav VTTS_b-4_2000-5164_4029.wav \n",
"19179 19179 b-2_917-1018_923.wav VTTS_b-2_917-1018_923.wav \n",
"19180 19180 b-3_3803-3888_3854.wav VTTS_b-3_3803-3888_3854.wav \n",
"\n",
" Train_duration Gen_duration Difference \n",
"0 4060 3587 473 \n",
"1 7140 5550 1590 \n",
"2 6620 5921 699 \n",
"3 4113 3947 166 \n",
"4 3770 4098 -328 \n",
"... ... ... ... \n",
"19176 1750 1602 148 \n",
"19177 1320 1335 -15 \n",
"19178 7392 7860 -468 \n",
"19179 3340 3204 136 \n",
"19180 4640 4389 251 \n",
"\n",
"[19181 rows x 6 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"import os\n",
"import pandas as pd\n",
"\n",
"df = pd.read_csv(\"tts_data.csv\") #differece = Train - Gen\n",
"df"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "be4267f8",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"count 19181.000000\n",
"mean -115.034670\n",
"std 924.949708\n",
"min -10380.000000\n",
"25% -270.000000\n",
"50% 26.000000\n",
"75% 249.000000\n",
"max 7720.000000\n",
"Name: Difference, dtype: float64"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df[\"Difference\"].describe()"
]
}
],
"metadata": {
"interpreter": {
"hash": "18bc189f73502c034edd518baa6aef7b5b2fbe4a5702a0319d0ad7a9658e0063"
},
"kernelspec": {
"display_name": "Python [conda env:skit]",
"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": "3.8.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Loading

0 comments on commit 3678880

Please sign in to comment.