I have a pyTorch CNN that accepts raw audio data (1D vector from wav file) and classifies the genre of music (from 6 different genres) with about %60 accuracy
I would like three major modifications
1) For this, I would like the CNN to accept a 3d input, where each dimension is a different genre. Two of them have the same genre, and the third is different.
2) each input has a different length, e.g. number of features. (I think this means the batch size would have to be one)
The data has been prepared as a pickle file. Essential there is a list, each entry is one 3 element list representing one 3d input (of course each of those 3 elements are the same feature size). A separate list has the classification, [0,0,1] or [2,2,4], which represents two genres of class zero and 1 of class 1, etc
3) This is the third major adjustment. Working this these vectors. I could change them to one-hot, but it would have to be a 12 element vector- 1 position if there are 2 of that type ofgenre and one position if there is 1 of that type of genre times 6 types of genres = 12 slots. If that is helpful, I will do it
It is an interesting project and and I only have about 24 hours to get it done. I am looking at about $100, given the starter code and data that I have. I think a very knowledgeable person could do it quickly, and given the short time frame, an expert is required. I will leave a very good review if you can do itl
Hi there,
I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project.
Thanks.
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Hello, client.
As a ML expert, I have heavy experience in classification and pytorch.
I can help you in a short time.
Please feel free to cotnact me.
Hope to hear from you soon.
Best regards.
Damian.
Dear sir.
I read your project description very carefully.
I've really rich experience in developing software using C++, c#, java, python and so on, so your project is very interesting to me.
I'm really confident about your project, and very eager to join it.
If you give me a chance, I'll do my best to provide wonderful result.
I believe this will be a good starting point of the business relation between us.
Looking forward to your response.
Thank you.
Hi
I have carefully read your job posting and am very interested in.
Actually I have been a backend lead developer and am skilled in python, perl, django, scrapy, etc.
I built many python/django websites and python/perl server backend scripts.
I have more than 8 years of experience in Deep Learning, Machine Learning (ML), Python, Pytorch.
I can start work soon and will work with full time.
Thanks.
Ilya
I am expert at Machine Learning and Deep Learning.
I have experienced of Object detection and recognition, identification.
I can use python for this project.
If you choose me, i will satisfy you with my result.
Best regards.
Thanks so much.