Shallow Contextual Biasing for Whisper #1789
Open
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Outdated suggestions cannot be applied.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.
Adds an optional contextual biasing parameter to the Whisper model to enable shallow contextual biasing toward given sequences by modifying logits. This is a flexible and fairly simple method useful for transcribing out-of-vocabulary entities in ASR or mitigating harmful mistranscriptions toward unwanted token sequences. Similar parameter is implemented in the HuggingFace package: https://huggingface.co/docs/transformers/en/internal/generation_utils#transformers.SequenceBiasLogitsProcessor