Neural network model for text-to-speech synthesis based on the Tacotron 2 architecture from the paper Natural TTS Synthesis By Conditioning Wavenet On Mel Spectrogram Predictions. The model converts text input into mel spectrograms which are then used to generate speech audio. Includes distributed training support, automatic mixed precision via NVIDIA Apex, and faster-than-realtime inference capabilities.