SpeechBrain is a PyTorch-based open-source toolkit that accelerates Conversational AI development by providing pre-built models and training recipes for speech processing tasks. It supports speech recognition, speaker diarization and verification, speech enhancement and separation, and speech-to-text systems. The toolkit integrates with HuggingFace and leverages transformer architectures for modern speech and language processing.