Dive into a comprehensive 28-minute video explanation of Long Short Term Memory (LSTM) networks. Explore the architectural and mathematical aspects of LSTM cells, comparing them to simple RNN cells. Gain insights into the inner workings of LSTM, including the forget gate, input gate, and output gate. Understand the concepts of short-term memory, hidden state, and cell state. Examine LSTM variants and their applications. Access accompanying slides and additional resources for further learning. Join the Sound of AI community and connect with the instructor, Valerio Velardo, through various social media platforms for more in-depth discussions on AI and audio processing.