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:

[login to view URL]

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)


Accuracy, F-1 Score, Recall or Precision

Code plus report

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

See more: machine learning,speech recognition,image recognition, machine learning,speech recognition,image recognition,java, deep learning face recognition code, deep learning image recognition tutorial, deep learning speech recognition matlab, free speech recognition software for word, speech recognition software for word 2007, speech recognition deep learning, deep neural network for speech recognition, deep learning + "speech recognition" + code, speech recognition deep learning tutorial, automatic speech recognition a deep learning approach, deep learning for handwritten character recognition, deep learning language recognition, deep learning face recognition, deep learning with pytorch: a practical approach to building neural network models using pytorch, deep learning are not suitable for text analysis true or false, deep learning speech recognition code, using jupyter notebook for python, deep learning image recognition

About the Employer:
( 10 reviews ) Dublin, Ireland

Project ID: #30919820

Awarded to:


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

€50 EUR in 2 days
(12 Reviews)

4 freelancers are bidding on average €207 for this job


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

€250 EUR in 17 days
(7 Reviews)

****** 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

€278 EUR in 2 days
(19 Reviews)

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

€250 EUR in 7 days
(1 Review)