Usman Shahid

FPI: Failure Point Isolation in Large-scale Conversational Assistants

Large-scale conversational assistants such as Cortana, Alexa, Google Assistant and Siri process requests through a series of modules for wake word detection, speech recognition, language understanding and response generation. An error in one of these modules can cascade through the system. Given the…