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Rush project: Pytorch Machine Learning audio classification

$30-250 USD

Cancelled
Posted over 4 years ago

$30-250 USD

Paid on delivery
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
Project ID: 22803399

About the project

7 proposals
Remote project
Active 4 yrs ago

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7 freelancers are bidding on average $161 USD for this job
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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. .. .
$250 USD in 5 days
4.9 (23 reviews)
6.3
6.3
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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.
$100 USD in 7 days
5.0 (15 reviews)
5.9
5.9
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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.
$140 USD in 7 days
5.0 (3 reviews)
2.9
2.9
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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
$220 USD in 2 days
0.0 (1 review)
0.0
0.0
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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.
$250 USD in 7 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of UNITED STATES
East Point, United States
5.0
1
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Member since Dec 8, 2019

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