julieef/cs231n-project

CS231N-Project

Project presentation at "https://youtu.be/mYM9DRypGQk"

"IEMOCAP" is the input data which can be requested from University of Southern California. Due to licensing we cannot share the data.

Relevant paper for "IEMOCAP" input data is: C. L. A. K. E. M. S. K. J. C. S. L. C. Busso, M. Bulut and S. Narayanan. Iemocap: Interactive emotional dyadic motion capture database, December 2008

For preprocessing of data provide the "path to input data" in "DATA_PREPROCESSING.ipynb" jupyter notebook.

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//input path iemocap_full_release_path = "/home/mandeep_stanford/cs231n_project/IEMOCAP_full_release/" //output path iemocap_pre_processed_data_path = "/home/mandeep_stanford/cs231n_project/code/pre-processed_data/"

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Provide the path to the input data in the code and the code will execute. You will have to maintain directory structure & file names for the training code to work.

Cite this work as:

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M. Singh and Y. Fang, “Emotion recognition in audio and video using deep neural networks,” arXiv, vol. abs/2006.08129, 2020.

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cs231n-project's Issues

cs231n project google drive

Hey! Help me, please tell me where can I get the cs231n_project folder, you write that it is on Google Drive.

link to pre-trained weights

can you please provide links to download the pre-trained weights of your solutions?

Thanks!