Santa Barbara Corpus of Spoken American English
- This dataset can be download from official website – Santa Barbara Corpus of Spoken American English
- Unlike datasets containing written text, the Santa Barbara Corpus extends beyond words. It captures regional dialects, slang, hesitations, and even interruptions – the entire range of how we communicate in ordinary life.
- The corpus also features a wide cast of speakers, representing people of all ages, backgrounds, and walks of life. This variant ensures that your chatbot can understand spoken language regardless of who it is communicating with.
Dataset for Chatbot : Key Features and Benefits of Chatbot Training Datasets
Chatbots rely on high-quality training datasets for effective conversation. These datasets provide the foundation for natural language understanding (NLU) and dialogue generation. Furthermore, transformer-based models like BERT or GPT are powerful architectures for chatbots due to their self-attention mechanism, which allows them to focus on relevant parts of the conversation history. Fine-tuning these models on specific domains further enhances their capabilities. In this article, we will look into datasets that are used to train these chatbots.