Urban Sound Analysis (Sound Classification) | Deep Learning | Python

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⭐️ Content Description ⭐️
In this video, I have explained about urban sound classification dataset. In this, I have analyzed the audio files. I have done EDA, feature extraction, preprocessing, creating neural network, etc.,

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🕒 Timeline
00:00 Introduction to Urban Sound Analysis
01:33 Mounting Google drive in Colab
04:54 Import modules and load data using pandas
09:36 Exploratory Data Analysis of urban sound data
19:06 Feature Extraction from sound data
26:03 Label Encoding for data preprocessing
29:49 Model Creation & Training

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Thank you for this awesome video.I was wondering if there is any dataset for chaos sound(for example for detecting arguements an fightings in crowds) ?

pooyajanani

Thanks for nice explanation videos
What kind of neural network used in here? ex)DFN, RNN, CNN

새나라의어린이-pi

Thank you for your knowledge. This is very helpful.
I just want to ask what I need to do about the data before importing? What labeling software did you use?

CANS

Can you make video on statistics, probability, linear algebra, calculus. I want to know just basic to do my machine learning much better.

hrittickdebnath

Is it possible to build a TinyML model with the code to run it on a microcontroller?

ivanarakistain

25:47 what if I had error 'NameError: name 'df' is not defined' with data = df.apply(parser, axis=1)
i can't find solution t.t :))

badralgankhuyag

Plz upload the video of : Using Python Urban Sound Classification by ANN method of data 8k A to Z.

mdsanaulhaqueshamol

What type of ANN is used here ?
Either CNN, RNN, MNN, DNN? Which one ?

areezabhanbhro

Haii bro!!, I have a doubt about the "loading CSV file" part. Should the CSV file be manually created, or can I find one on Kaggle? If it's manually created, on what basis should it be created?

ArunaNatchimuthu

Can u share The Fill notebook ? Or Can u tell me how to add GitHub code to Jupyter Any link ??

rajaconstantine

Does this video help for abnormal human voice detection? Like screaming

STab-ob

sir can you do audio event detection using spectrogram ?

saleemjamali

Can you please share the Gdrive link, I can use it by creating shortcut in my drive

raghunandan

is there any viedio continution to this (testing ddata)???

sasivardhanbonthu

what is the name of the app that you use it to cooding

abdulrhamanalkinani

if we change the dataset to ESC-50, will this code work?

PsamanwithaVanneldas

Please answer me, Are speech recognitions & sound classification the same ?

lifetube

I cannot download the dataset. Other students are facing the same problem. Please help me out. I cannot access the Drive zip file even after registering to the contest.

karansidds

I can't download the dataset, help plz

azereldukali

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