Build a tensorflow model for text classification

Closed Posted 3 years ago Paid on delivery
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Hi,

I'm trying to build a neural net to figure out the title of a song from a list of youtube video titles.

Observe the following examples

Post Malone - Circles (Lyrics) -> 'Circles' is the title

Ariana Grande & Justin Bieber - Stuck with U -> 'Stuck with U'

These are of course, simple examples, the titles I am working with is much more complex.

I've already setup a neural net. Tried to do Embeddings & LSTM layers but its just not working.

About me, I am already familiar with Python but am new to machine learning concepts and mathematics. Your job is to help me setup the right kind of layers, loss functions, text preprocessing. I also need to learn about terminologies like Named Entity Recognition(NER) and any possible alternative methods.

Python Machine Learning (ML) Tensorflow Keras

Project ID: #26812445

About the project

11 proposals Remote project Active 3 years ago

11 freelancers are bidding on average $6/hour for this job

mikeitexpert

Dear Employer, I have extensive experience in text processing, Named Entity Recognition(NER) using tensor-flow and python in particular I can help you setup the right kind of layers, loss functions, text preprocessing More

$5 USD / hour
(63 Reviews)
5.4
Sam0072

hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object More

$5 USD / hour
(15 Reviews)
3.7
OleksandLitkina

Hello, How are you? I am very interested to your job as NLP expert, who has 7+ years of R&D experiences in topic modeling, NLU, NER. I think we can discuss more about it on live chat. Thank you

$5 USD / hour
(2 Reviews)
1.4
RahulBadhan

Hi I have experience in data science and machine learning I can help you with this task please provide me with this task

$5 USD / hour
(1 Review)
1.2
sandeshRauth

hello.!! i think i can help you with this project. I have done many Machine learning and DL projects.

$4 USD / hour
(0 Reviews)
0.0
teopufulete

Passionate and solution-oriented self-thought developer. My discipline and enthusiasm for learning have allowed me to take on Computer Science, seeing it as a playground where I can let my analytical mind run wild and More

$5 USD / hour
(0 Reviews)
0.0
Fingertipinfo

Hello, Sir. I read your opinion seriously. I have experience of 7 years and done similar projects in done similar projects before. As a man of trust, I can develop your project with full perfection. Let me go on, y More

$5 USD / hour
(0 Reviews)
0.0
tmlcse

Hello, You are in the right truck. POS and NER tagging will help you to solve the problem. You can use Word2Vec also. Proper design of the network may give you better results. Let us discuss in detail. -- Tamal

$8 USD / hour
(0 Reviews)
0.0