Currently, Google, Amazon, IBM, and Microsoft are leading the way in text-to-speech technology research. These companies continue to innovate and improve their APIs for speech-to-text, automated speech recognition (ASR), text-to-speech (TTS), dialogue management, and natural language understanding (NLU). They are at the forefront of developing more natural and human-like speech patterns, thanks to advancements in deep learning algorithms.