stanford-oval / genie-toolkit

The Genie open source kit for voice assistant (formerly known as Almond)
Apache License 2.0
194 stars 35 forks source link

Port the device disambiguation dialogue to the state machine #368

Open gcampax opened 4 years ago

gcampax commented 4 years ago

Currently, if the choice of device is ambiguous, we run an out-of-band dialogue to let the user choose. This dialogue is not part of the general state machine, and choosing a device does not go through the neural network. This is suboptimal, because it constrains the way the user can talk about the selected device, and prevents us from having general fallbacks and error handling. Instead, we should fold disambiguation the general state machine.

The challenge with this plan is how to expose the list of available devices to the state machine and to the neural network (ideally, in a privacy-preserving way), both at simulation and at inference time.

gcampax commented 3 years ago

Assigning this to myself as a cleanup to be done after #306 and #305