Machine Learning: Detect the tone of voice in text

Hi there

Firstly, thanks for taking the time to read my project.

I will explain what I need by using an example:

Imagine there is a newspaper, and it employs two people to write the articles. The newspapers wants the language to be consistent, so each journalist must follow the same "tone of voice" rules. The rules are as follows: use friendly, conversational language.

That means if someone wrote an article using dry, serious language, it would be a problem.

I need machine learning which can detect this problem.

So I am guessing we would need to train a model to understand friendly, conversational language, and we could then use this model to examine every new article to see if it passes or fails.

Or perhaps there is a better way to do this. You are the expert, so let me know.

I am open to hiring you either for a one off project, or for ongoing work.


You must use Python 3.x.

I have programmers who can work alongside you.


Taidot: Koneoppiminen, Luonnollinen kieli

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Tietoa työnantajasta:
( 8 arvostelua ) Hong Kong, Hong Kong

Projektin tunnus: #17073191

24 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön


Experienced data scientist who has extensively worked on NLP projects using BoW/ Deep Learning. For your use case, I believe you'll have to train the model first using a dataset with both okay and not okay texts. Post Lisää

$550 USD 10 päivässä
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-------------------------------Best result on time && Master in Python and Machine Learning!------------------------------------- Hello, dear! I have read your proposal and I am very interesting in your project. I h Lisää

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-Professional Machine Learning, Python, NLP expert ! Best Result in Time!------------------------------ Hello sir. I've really rich experience for your project, so your project is very interesting to me. I'm really Lisää

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I am Prajwal Bhatt, a recent graduate from IIT Roorkee. I am a creative, flexible and focused individual who is passionate about Data Science, Natural Language Processing and the entire Analytics space. I have acquir Lisää

$400 USD 7 päivässä
(18 arvostelua)

Hi, I had a look at your project. It looks quite interesting as well as challenging. I have few ideas in the line of execution: 1) We train our model sentence by sentence. Acceptable vs non-acceptable. While keepi Lisää

$1000 USD 10 päivässä
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$555 USD 10 päivässä
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$555 USD 10 päivässä
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Hi, I will be glad to work for this project. but first I need to send you completed last task (about keywords). I do really want to finish it this week. thank you Best regards Yuriy

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Hello, how are you? I have read your description and I'm confident for this job. I'm a senior python and machine learning expert. I'm familiar with Numpy, SciPy, Pandas etc. I have ever developed machine learning a Lisää

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What we propose using is a Generative adversial network system which will use a discriminator network and a generator network which will help generate more friendly articles from the point of view of tone. details o Lisää

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