Add PrefixSpeechLmOnnxLabelScorer#218
Open
SimBe195 wants to merge 16 commits into
Open
Conversation
…f assuming prompt length
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
This PR adds a new LabelScorer which can be used for Speech LLMs. Structurally it is roughly similar to the
StateManagedOnnxLabelScorerfrom #206. The main difference is how the initial states are constructed. While theStateMangedOnnxLabelScoreronly gets one or more start labels as initial history while thePrefixSpeechLmOnnxLabelScorerhas a separate initializer ONNX model which gets aninitial-prompt,encoder-statesandsuffix-promptto produce the initial scores and states. Also, theStateManagedOnnxLabelScorerfeeds in the encoder-states at every scoring step while thePrefixSpeechLmOnnxLabelScoreronly feeds the encoder-states for the initialization.