Run the project

install

venv and tensorflow

note: install the tensorflow-cpu package with the same command of tensorflow install

scikit-learn

pandas

librosa

soudfile

run

python3 VoiceClassification.py

Just some documentation about this topic

Natural Language Processing (NLP)

https://www.ibm.com/cloud/learn/natural-language-processing

How to build a Neural Network for Voice Classification

https://towardsdatascience.com/how-to-build-a-neural-network-for-voice-classification-5e2810fe1efa?gi=81b5bbd05446

Voice Classification with Neural Networks

https://towardsdatascience.com/voice-classification-with-neural-networks-ff90f94358ec

Speech Recognition with Convolutional Neural Networks in Keras/TensorFlow

https://www.youtube.com/watch?v=Qf4YJcHXtcY

Tutorial: Keith Galli - Natural Language Processing (NLP) in Python - From Zero to Hero

https://www.youtube.com/watch?v=vyOgWhwUmec

Speech and Language Processing (PDF)

https://web.stanford.edu/~jurafsky/slp3/ed3book.pdf

Natural Language Processing with Python (PDF)

http://www.datascienceassn.org/sites/default/files/Natural%20Language%20Processing%20with%20Python.pdf

DataSets

Datasets: http://www.openslr.org/12/

Jonathan Balaban, Deep Learning Tips and Tricks (2018)

https://towardsdatascience.com/deep-learning-tips-and-tricks-1ef708ec5f53

Mauro Di Pietro, Deep Learning with Python: Neural Networks (2021)

https://towardsdatascience.com/deep-learning-with-python-neural-networks-complete-tutorial-6b53c0b06af0

Déborah Mesquita, Python AI: How to Build a Neural Network & Make Predictions (2021)

(Parece menos complexo)

https://realpython.com/python-ai-neural-network/

https://peritodeaudio.com.br/index.php/pericia-de-voz

multthreading

https://towardsdatascience.com/multithreading-multiprocessing-python-180d0975ab29