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!pip install jovian --upgrade --quiet
!pip install mutagen
!pip install librosa
Collecting mutagen Downloading mutagen-1.44.0-py3-none-any.whl (212 kB) |████████████████████████████████| 212 kB 2.7 MB/s eta 0:00:01 Installing collected packages: mutagen Successfully installed mutagen-1.44.0 Requirement already satisfied: librosa in /opt/conda/lib/python3.7/site-packages (0.7.2) Requirement already satisfied: scikit-learn!=0.19.0,>=0.14.0 in /opt/conda/lib/python3.7/site-packages (from librosa) (0.23.1) Requirement already satisfied: numpy>=1.15.0 in /opt/conda/lib/python3.7/site-packages (from librosa) (1.18.1) Requirement already satisfied: joblib>=0.12 in /opt/conda/lib/python3.7/site-packages (from librosa) (0.14.1) Requirement already satisfied: numba>=0.43.0 in /opt/conda/lib/python3.7/site-packages (from librosa) (0.48.0) Requirement already satisfied: scipy>=1.0.0 in /opt/conda/lib/python3.7/site-packages (from librosa) (1.4.1) Requirement already satisfied: resampy>=0.2.2 in /opt/conda/lib/python3.7/site-packages (from librosa) (0.2.2) Requirement already satisfied: soundfile>=0.9.0 in /opt/conda/lib/python3.7/site-packages (from librosa) (0.10.3.post1) Requirement already satisfied: decorator>=3.0.0 in /opt/conda/lib/python3.7/site-packages (from librosa) (4.4.2) Requirement already satisfied: audioread>=2.0.0 in /opt/conda/lib/python3.7/site-packages (from librosa) (2.1.8) Requirement already satisfied: six>=1.3 in /opt/conda/lib/python3.7/site-packages (from librosa) (1.14.0) Requirement already satisfied: threadpoolctl>=2.0.0 in /opt/conda/lib/python3.7/site-packages (from scikit-learn!=0.19.0,>=0.14.0->librosa) (2.1.0) Requirement already satisfied: llvmlite<0.32.0,>=0.31.0dev0 in /opt/conda/lib/python3.7/site-packages (from numba>=0.43.0->librosa) (0.31.0) Requirement already satisfied: setuptools in /opt/conda/lib/python3.7/site-packages (from numba>=0.43.0->librosa) (46.1.3.post20200325) Requirement already satisfied: cffi>=1.0 in /opt/conda/lib/python3.7/site-packages (from soundfile>=0.9.0->librosa) (1.14.0) Requirement already satisfied: pycparser in /opt/conda/lib/python3.7/site-packages (from cffi>=1.0->soundfile>=0.9.0->librosa) (2.20)
import os
import tarfile
import pandas as pd
import jovian
import librosa
%matplotlib inline
import matplotlib.pyplot as plt
import mutagen
from mutagen.mp3 import MP3
import librosa.display
from torchvision.datasets.utils import download_file_from_google_drive as download
import numpy as np
import shutil
project_name='lid-data-conversion'

Downloading the Dataset

# Dowload the dataset
download(file_id='1aoIrb-SFzeY1vcocfxaJw3VrCeAw9XjF', root = '.' , filename='lid-ds.tar.gz', md5=None)
HBox(children=(FloatProgress(value=1.0, bar_style='info', max=1.0), HTML(value='')))