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nanyb's Projects

emotion-classification-ravdess icon emotion-classification-ravdess

Understanding emotions with Neural Networks (Python, Scikit-Learn, Keras) and the Ravdess dataset: 95% accuracy on the training set and 92% on the test set.

kapre icon kapre

kapre: Keras Audio Preprocessors

sound-mnist icon sound-mnist

A Convolutional Neural Network to identify spoken digits.

trains icon trains

TRAINS - Auto-Magical Experiment Manager & Version Control for AI

trains-server icon trains-server

TRAINS Server - Auto-Magical Experiment Manager & Version Control for AI

voice-emotion-detector icon voice-emotion-detector

Voice Emotion Detector that detects emotion from audio speech using one dimensional CNNs (convolutional neural networks) using keras and tensorflow on Jupyter Notebook.

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