Completed

Deep learning for Speech Recognition Recogniztion

For this project there should be a major emphasis and focus on utilizing deep learning techniques using Python and Jupyter notebook for visualizations (.ypnb files).

Each utterance in a dialogue has been labelled by any of these seven emotions: Neutral, Joyful, Peaceful, Powerful, Scared, Mad and Sad.

Question to answer: How can be improved detection, classification and accuracy of speech recognition?

Datasets and reference source of similar project

Data and Python code source example: [login to view URL]

Titles references: MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations:

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Models example

Deep learning technique: recurrent neural network (RNN) for Automatic speech recognition (audio and text files).

Deep learning model: Convolutional neural network (CNN)

Deep learning arquitecture:Long short-term memory (LSTM)

Evaluation

Accuracy, F-1 Score, Recall or Precision

Code plus report

Skills: Python, Machine Learning (ML), Data Science, Deep Learning, Data Mining

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About the Employer:
( 10 reviews ) Dublin, Ireland

Project ID: #30919820

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hayteekeys

Hello, I am an MSC majored in mathematics with great deep learning experience I have rich exp in ACM/ICPC and deep understandings of algorithms for Classifications, Neural Networks,e.t.c I attended at ACM regional cont More

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umairkaramat24

Hello sir, how are you doing? I have read the project detail and really interested in your project, I am full stack developer with multiple frameworks. I have great experience doing similar jobs regarding to these skil More

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sramireddy065

****** Available to start work immediately ***** Hello Thank you for viewing my proposal I went through your project requirements. I'm sure that I can complete this project if you share dataset with me If you share More

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engrhassanwali

I have 11 years of experience in C/Machine language/Matlab/Python, Algorithm Simulation programming, software Architecture, Deep Learning, Artificial Intelligence, and Django I am sure I can do it. You will get the bes More

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