Part 4-Testing ANN Model-Audio Classification Project Using Deep Learning

In this video we will be test Audio/ Sound classification model for new test data using Deep Learning
Part1
In this video we will be create Audio/ Sound classification model using Deep Learning
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Credits
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[krishnaik]

So Finally we were able to see the model was really performing well with some error margin. We can still hyperparameter tune the model for better performance :). Happy Learning!!
Neuron is coming up with the Affordable Machine Learning And Deep Learning Master Course. This batch is starting from 10th April and the timing will be 8am to 10am on Saturdays and Sunday and it will be live sessions.
The course fees will be 3000 inr+18% GST.
Download the syllabus and fill the form to reserve the seat
Incase of any queries you can contact the below number.
8788503778
6260726925
9538303385
8660034247
9880055539

[HasithGajaba]

These 4 videos were a huge support for me to get an idea about sound classification DL models and data preprocessing related to that

[Ves]

Finally completed this end-to-end process. I fixed my knowledge gaps in deep learning first and then implemented the model on my own .

[artsofdeeplearning]

Thanks for this sir, I have submitted my work, let's see what will happen!!

[turingcode]

I know this is late but to those who are facing AttributeError: 'Sequential' object has no attribute 'predict_classes', predict classes have been changed to either np.argmax(model.predict(prediction_feature), axis=-1) (#for mutliclass) & (model.predict(x_test) > 0.5).astype("int32") (#for binary class)

[SabriCanOkyay]

Extremely beneficial! Now, what we are going to do is that we are going to thank you for this particular video 😀Thank you so much 👍 Much appreciated ✌

[prasadcaher]

Great work Krish. Got to learn something new. 👍

[redwanuddinahmad]

How am I going to know if the testing data I am taking belongs to my train dataset or test dataset? Each time while simulating those are randomly created.

[ChetanKulkarni]

Used similar technique for raga classification, but validation accuracy is stuck at 40%,
How to improve it?

[abhishekjoshi]

what is there are multiple sound in single file? does model able to predict all classes? if not how to train such model

[KrishPanchal-kz]

Sir here did you use ANN or CNN? and can you tell exactly which techniques we can use to increase the performance of the model?

[SUMITKUMAR-qimz]

Really inspirational video for me. Sir, want to become Cloud Engineer but i have very less experience of 1 year in customer support . Please guide me how to start and portrait my resume with customer support to become Cloud Engineer. Sir I know this channel is for all about data science. But please can you help me in Cloud domain please 🙏

[MercyGraceEstaño]

watched the whole part 1-4, what specific algorithm did you used?

[jawadmansoor]

Good work.

But how do you classify multiple classes in an audio? For example if the file is a minute long with many sounds (dog barking, car horn etc) how do you classify that? And also obtain time information for that as well, like at what time what sound was made?

[sonalijain]

Krish please make a video on EDA to treat missing values and analysis on very messy data

[abeljacob]

AttributeError: 'Sequential' object has no attribute 'predict_classes'

This code is no longr supported

I am getting this error and when i use the alternate code for this my predictions go wrong anty tips on what i can do please?

[mandarkulkarni]

Suppose I have database of 50 songs of some around 3 to 4 minutes duration.Is it possible to classify song

[captainseen]

Is there a fast way to label data in the same format that this dataset used in the tutorial was labeled?

[nabeeljawwad]

when i went to teacher to ask weather i should put this project in the resume, my teacher asked me what is the real life use of this project, and i was unable to answer him, so can you please tell me where can we use this project in real life?

[SMRifatAbdullahTamim]

here we can see a csv file of audio dataset. if i create a audio dataset how can i convert it into csv?